Industry 4.0 Market by Technology (Industrial Robots, Blockchain, Industrial Sensors, Industrial 3D Printing, Machine Vision, HMI, AI in Manufacturing, Digital Twin, AGV's, Machine Condition Monitoring) and Geography - Global Forecast to 2026
The industry 4.0 market is projected to grow from USD 64.9 billion in 2021 to USD 165.5 billion by 2026; it is expected to grow at a CAGR of 20.6% from 2021 to 2026.
The growth of the industry 4.0 market is driven by rapid adoption of Artificial Intelligence (AI) and Internet of Things (IoT) in manufacturing sector, increasing demand for industrial robots in pharmaceutical and medical device manufacturing sector, rising government investments in 3D printing and additive manufacturing, and growing adoption of blockchain technology in manufacturing industry
“The industrial sensors segment is projected to account for the largest share of the industry 4.0 market during the forecast period.”
Industrial sensors are used to track, monitor, and maintain various equipment within a smart factory. These sensors form the basis of industry 4.0 ecosystem enabling connectivity throughout manufacturing operations.
“The market for digital twin is expected to grow at the highest CAGR during the forecast period”
Using a digital twin, a factory engineer can monitor the condition of various electrical and mechanical parts of a system; gauge equipment life-cycles and ascertain the need for spare parts. This helps eliminate unnecessary downtime, thereby increasing efficiency and cutting maintenance costs. Digital twin is used across various process and discrete industry verticals.
“APAC held the largest share of the industry 4.0 market during the forecast period.”
The increasing adoption of robotics in the manufacturing sector in China, Japan, and India is among the major factors leading to the growth of the Industry 4.0 market in APAC. Low production cost in APAC countries enables market players to set up manufacturing facilities in this region. APAC is also one of the fastest-growing regions in this market due to the continuous technological advancements, financial support from governments in the region, and extensive industrial base, with Japan and China being the major contributors.
Break-up of the profiles of primary participants:
The industry 4.0 market has been segmented into the technology and region.
Based on technology, the market has been segmented into industrial robots, blockchain, industrial sensors, industrial 3D printing, machine vision, HMI, AI in manufacturing, digital twin, AGV’s, and machine condition monitoring. The industry 4.0 market has been studied for North America, Europe, Asia Pacific (APAC), and the Rest of the World (RoW).
Reasons to buy the report:
The growth of the industry 4.0 market is driven by rapid adoption of Artificial Intelligence (AI) and Internet of Things (IoT) in manufacturing sector, increasing demand for industrial robots in pharmaceutical and medical device manufacturing sector, rising government investments in 3D printing and additive manufacturing, and growing adoption of blockchain technology in manufacturing industry
“The industrial sensors segment is projected to account for the largest share of the industry 4.0 market during the forecast period.”
Industrial sensors are used to track, monitor, and maintain various equipment within a smart factory. These sensors form the basis of industry 4.0 ecosystem enabling connectivity throughout manufacturing operations.
“The market for digital twin is expected to grow at the highest CAGR during the forecast period”
Using a digital twin, a factory engineer can monitor the condition of various electrical and mechanical parts of a system; gauge equipment life-cycles and ascertain the need for spare parts. This helps eliminate unnecessary downtime, thereby increasing efficiency and cutting maintenance costs. Digital twin is used across various process and discrete industry verticals.
“APAC held the largest share of the industry 4.0 market during the forecast period.”
The increasing adoption of robotics in the manufacturing sector in China, Japan, and India is among the major factors leading to the growth of the Industry 4.0 market in APAC. Low production cost in APAC countries enables market players to set up manufacturing facilities in this region. APAC is also one of the fastest-growing regions in this market due to the continuous technological advancements, financial support from governments in the region, and extensive industrial base, with Japan and China being the major contributors.
Break-up of the profiles of primary participants:
- By Company Type – Tier 1 – 40%, Tier 2 – 35%, and Tier 3 – 25%
- By Designation – C-level – 48%, Director-level – 33%, and Manager-level – 19%
- By Region – North America - 35%, Europe – 18%, APAC – 40%, and RoW – 7%
The industry 4.0 market has been segmented into the technology and region.
Based on technology, the market has been segmented into industrial robots, blockchain, industrial sensors, industrial 3D printing, machine vision, HMI, AI in manufacturing, digital twin, AGV’s, and machine condition monitoring. The industry 4.0 market has been studied for North America, Europe, Asia Pacific (APAC), and the Rest of the World (RoW).
Reasons to buy the report:
- Illustrative segmentation, analysis, and forecast of the market based on technology, and region have been conducted to give an overall view of the industry 4.0 market.
- A value chain analysis has been performed to provide in-depth insights into the industry 4.0 market.
- The key drivers, restraints, opportunities, and challenges pertaining to the industry 4.0 market have been detailed in this report.
- Detailed information regarding the COVID-19 impact on the industry 4.0 market has been provided in the report.
- The report includes a detailed competitive landscape of the market, along with key players, as well as in-depth analysis of their revenues
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 INDUSTRY 4.0 MARKET SEGMENTATION
1.3.2 GEOGRAPHIC SCOPE
1.3.3 YEARS CONSIDERED
1.4 CURRENCY
1.5 LIMITATIONS
1.6 STAKEHOLDERS
1.7 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 2 INDUSTRY 4.0: RESEARCH DESIGN
2.1.1 SECONDARY AND PRIMARY RESEARCH
2.1.2 SECONDARY DATA
TABLE 1 LIST OF SECONDARY SOURCES
2.1.2.1 Key secondary sources
2.1.3 PRIMARY DATA
2.1.3.1 Key data from primary sources
2.1.3.2 Primary interviews with experts
2.1.3.3 Key industry insights
2.1.3.4 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
FIGURE 3 SIZE ESTIMATION METHODOLOGY FOR MACHINE CONDITION MONITORING MARKET USING SUPPLY-SIDE ANALYSIS
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 4 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 RISK ASSESSMENTS
TABLE 2 LIMITATIONS AND ASSOCIATED RISKS
3 EXECUTIVE SUMMARY
TABLE 3 INDUSTRY 4.0 MARKET, 2017–2020 (USD BILLION)
TABLE 4 INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
FIGURE 5 EFFECT OF COVID-19 ON INDUSTRY 4.0 MARKET
3.1 POST-COVID-19 SCENARIO
TABLE 5 POST-COVID-19 SCENARIO: INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
3.2 OPTIMISTIC SCENARIO (POST-COVID-19)
TABLE 6 OPTIMISTIC SCENARIO (POST-COVID-19): INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
3.3 PESSIMISTIC SCENARIO (POST-COVID-19)
TABLE 7 PESSIMISTIC SCENARIO (POST-COVID-19): INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
FIGURE 6 INDUSTRIAL SENSORS SEGMENT TO LEAD INDUSTRY 4.0 MARKET FROM 2021 TO 2026
FIGURE 7 APAC TO HOLD LARGEST SHARE OF INDUSTRY 4.0 MARKET IN 2021
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN INDUSTRY 4.0 MARKET
FIGURE 8 RAPID ADOPTION OF AI, IOT, AND BLOCKCHAIN TECHNOLOGIES IN MANUFACTURING SECTOR TO FUEL INDUSTRY 4.0 MARKET
FROM 2021 TO 2026
4.2 INDUSTRY 4.0 MARKET, BY TECHNOLOGY
FIGURE 9 INDUSTRIAL SENSORS SEGMENT TO ACCOUNT FOR LARGEST SIZE OF INDUSTRY 4.0 MARKET FROM 2021 TO 2026
4.3 INDUSTRY 4.0 MARKET, BY TECHNOLOGY AND REGION
FIGURE 10 APAC TO HOLD LARGEST SIZE OF INDUSTRY 4.0 MARKET IN 2026
4.4 INDUSTRY 4.0 MARKET, BY COUNTRY
FIGURE 11 INDUSTRY 4.0 MARKET IN US TO RECORD HIGHEST CAGR
FROM 2021 TO 2026
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 12 MARKET DYNAMICS: INDUSTRY 4.0 MARKET, 2020
5.2.1 DRIVERS
5.2.1.1 Rapid adoption of Artificial Intelligence (AI) and Internet of Things (IoT) in manufacturing sector
5.2.1.2 Increasing demand for industrial robots in pharmaceutical and medical device manufacturing sector
5.2.1.3 Rising government investments in 3D printing and additive manufacturing
TABLE 8 GOVERNMENT INVESTMENTS IN 3D PRINTING PROJECTS
5.2.1.4 Growing adoption of blockchain technology in manufacturing industry
FIGURE 13 INDUSTRY 4.0 MARKET: IMPACT ANALYSIS OF DRIVERS AND OPPORTUNITIES
5.2.2 RESTRAINTS
5.2.2.1 Lack of skilled workforce conversant with new developments in AI and IoT technologies
5.2.2.2 Restricted use of industrial robots in startups due to high implementation costs
5.2.2.3 High cost of 3D printing materials prevents small companies from competing with big players
5.2.2.4 Negative health effects of excessive use of AR & VR
FIGURE 14 INDUSTRY 4.0 MARKET: IMPACT ANALYSIS OF RESTRAINTS
AND CHALLENGES
5.2.3 OPPORTUNITIES
5.2.3.1 Increasing application of AI and IoT in medical wearables
5.2.3.2 Rising popularity of 5G in cloud robotics sector
5.2.3.3 Surge in use of 3D printing technology for medical equipment and customized drugs during COVID-19 pandemic
5.2.4 CHALLENGES
5.2.4.1 Susceptibility of IoT and AI technologies to cyber attacks
5.2.4.2 Interoperability and integration issues of industrial robots
5.2.4.3 High cost associated with deployment of VR technology
FIGURE 15 COST ANALYSIS: VR EQUIPMENT
5.3 VALUE CHAIN ANALYSIS
FIGURE 16 INDUSTRY 4.0 MARKET: VALUE CHAIN
5.4 PORTER’S FIVE FORCES ANALYSIS
TABLE 9 INDUSTRY 4.0 MARKET: PORTER’S FIVE FORCES ANALYSIS
5.5 ECOSYSTEM ANALYSIS
FIGURE 17 INDUSTRY 4.0 ECOSYSTEM
TABLE 10 ECOSYSTEM: INDUSTRY 4.0
5.6 REVENUE SHIFT AND NEW REVENUE POCKETS FOR INDUSTRY 4.0 MARKET
FIGURE 18 INDUSTRY 4.0 (YC-YCC SHIFT)
5.7 CASE STUDY ANALYSIS
TABLE 11 IMPLEMENTATION OF INDUSTRY 4.0 SOLUTION AT HOMBURG PLANT - BOSCH REXROTH
TABLE 12 IMPLEMENTATION OF FULLY AUTOMATED PRODUCTION LINE AT FORD
5.8 TECHNOLOGY ANALYSIS
5.8.1 CLOUD COMPUTING
5.8.2 5G
5.8.3 MACHINE LEARNING IN COMPUTER VISION
5.9 PRICING ANALYSIS
TABLE 13 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR AGV
TABLE 14 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR COLLABORATIVE ROBOTS
TABLE 15 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR MACHINE CONDITION MONITORING SENSORS
TABLE 16 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR VIBRATION MONITORING SYSTEMS
5.10 TRADE ANALYSIS
5.10.1 IMPORT & EXPORT SCENARIO
FIGURE 19 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 17 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 842710)
FIGURE 20 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 18 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 842710)
FIGURE 21 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 19 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 847950)
FIGURE 22 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 20 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 847950)
FIGURE 23 IMPORT, BY COUNTRY 2016?2020 (USD MILLION)
TABLE 21 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 903190)
FIGURE 24 EXPORT, BY COUNTRY, 2016?2020 (USD MILLION)
TABLE 22 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 903190)
5.11 PATENT ANALYSIS
FIGURE 25 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
TABLE 23 TOP 10 PATENT OWNERS IN US IN LAST 10 YEARS
FIGURE 26 NUMBER OF PATENTS GRANTED PER YEAR FROM 2011 TO 2020
5.12 MARKET STANDARDS
TABLE 24 STANDARDS RELATED TO IOT IN MANUFACTURING
5.12.1 STANDARDS RELATED TO INDUSTRIAL ROBOTS
TABLE 25 STANDARDS RELATED TO 3D PRINTING AND ADDITIVE MANUFACTURING
5.12.2 STANDARDS RELATED TO MACHINE CONDITION MONITORING
6 INDUSTRY 4.0 MARKET, BY TECHNOLOGY
FIGURE 27 INDUSTRY 4.0 MARKET, BY TECHNOLOGY
6.1 INDUSTRY 4.0 MARKET FOR INDUSTRIAL ROBOTS
6.1.1 TRADITIONAL INDUSTRIAL ROBOTS
TABLE 26 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 27 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 28 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 29 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.1.1.1 Articulated robots
6.1.1.2 Cartesian Robots
6.1.1.3 Selective Compliance Assembly Robot Arm (SCARA)
6.1.1.4 Cylindrical Robots
6.1.1.5 Other robots
6.1.2 COLLABORATIVE ROBOTS
6.1.2.1 Emerging trend in robotics industry
TABLE 30 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 31 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 32 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 33 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.2 INDUSTRY 4.0 MARKET FOR BLOCKCHAIN IN MANUFACTURING
6.2.1 DEFINITION
6.2.2 BLOCKCHAIN IN MANUFACTURING
FIGURE 28 TYPICAL APPLICATIONS OF BLOCKACHAIN IN MANUFACTURING SECTOR
6.2.2.1 Drivers contributing to growth of industry 4.0 market for blockchain in manufacturing
6.2.2.1.1 Increasing demand for real-time data analyses, enhanced visibility, and proactive maintenance in manufacturing industry
6.2.2.2 Challenges to growth of industry 4.0 market for blockchain in manufacturing
6.2.2.2.1 Concerns regarding security, privacy, and control
TABLE 34 STARTUP COMPANIES INVOLVED IN INDUSTRY 4.0 MARKET FOR BLOCKCHAIN IN MANUFACTURING
TABLE 35 FUNDING ANALYSIS FOR STARTUPS INVOLVED IN INDUSTRY 4.0 MARKET FOR BLOCKCHAIN IN MANUFACTURING
6.3 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS
TABLE 36 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY SENSOR TYPE, 2017–2020 (USD MILLION)
TABLE 37 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY SENSOR TYPE, 2021–2026 (USD MILLION)
TABLE 38 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY TYPE, 2017–2020 (USD MILLION)
TABLE 39 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY TYPE, 2021–2026 (USD MILLION)
6.3.1 LEVEL SENSORS
6.3.1.1 Used for level sensing and measurement in factories
6.3.2 TEMPERATURE SENSORS
6.3.2.1 Growing use in process and non-process applications
6.3.3 FLOW SENSORS
6.3.3.1 Increasing demand in oil & energy industries
6.3.4 POSITION SENSORS
6.3.4.1 Increasing application areas due to technological advancements
6.3.5 PRESSURE SENSORS
6.3.5.1 Used in semiconductor processing, robotics, and test & measurement applications
6.3.6 FORCE SENSORS
6.3.6.1 Increasing use of force sensors in automated robots
6.3.7 HUMIDITY & MOISTURE SENSORS
6.3.7.1 High demand in chemicals, pharmaceuticals, oil & gas, and food & beverages industries
6.3.8 GAS SENSORS
6.3.8.1 Used in industries to measure concentration of gases in air
TABLE 40 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 41 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 42 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 43 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.4 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING
6.4.1 EVOLUTION OF INDUSTRIAL 3D PRINTING TO DRIVE INDUSTRY 4.0 MARKET
TABLE 44 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY OFFERINGS, 2017–2020 (USD MILLION)
TABLE 45 INDUSTRY 4.0 FOR INDUSTRIAL 3D PRINTING, BY OFFERINGS, 2021–2026 (USD MILLION)
TABLE 46 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 47 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY TECHNOLOGY, 2021–2026 (USD MILLION)
TABLE 48 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS, 2017–2020 (USD MILLION)
TABLE 49 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS, 2021–2026 (USD MILLION)
TABLE 50 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 51 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 52 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 53 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.5 INDUSTRY 4.0 MARKET FOR MACHINE VISION
TABLE 54 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PRODUCT, 2017–2020 (USD MILLION)
TABLE 55 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PRODUCT, 2021–2026 (USD MILLION)
TABLE 56 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY COMPONENT, 2017–2020 (USD MILLION)
TABLE 57 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 58 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY HARDWARE, 2017–2020 (USD MILLION)
TABLE 59 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY HARDWARE, 2021–2026 (USD MILLION)
TABLE 60 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 61 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 62 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 63 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.5.1 CAMERA
6.5.1.1 Digital Camera
6.5.1.2 Smart Camera
6.5.2 FRAME GRABBERS, OPTICS, AND LED LIGHTING
6.5.2.1 Increasing demand for LED and laser lighting
6.5.3 PROCESSOR AND SOFTWARE
6.5.3.1 Important part of machine vision systems
6.6 INDUSTRY 4.0 MARKET FOR HMI
6.6.1 INDUSTRY 4.0 MARKET FOR HMI, BY OFFERING
FIGURE 29 HMI MARKET, BY OFFERING
TABLE 64 INDUSTRY 4.0 MARKET FOR HMI, BY OFFERING, 2017–2020 (USD MILLION)
TABLE 65 INDUSTRY 4.0 MARKET FOR HMI, BY OFFERING, 2021–2026 (USD MILLION)
6.6.1.1 Hardware
FIGURE 30 INDUSTRY 4.0 MARKET FOR HMI, BY HARDWARE
TABLE 66 INDUSTRY 4.0 MARKET FOR HMI, BY HARDWARE, 2017–2020 (USD MILLION)
TABLE 67 INDUSTRY 4.0 MARKET FOR HMI, BY HARDWARE, 2021–2026 (USD MILLION)
6.6.1.1.1 Basic HMI
6.6.1.1.1.1 High demand for simple and price-sensitive applications
6.6.1.1.2 Advanced Panel-based HMI
6.6.1.1.2.1 Ability to implement high-performance visualization
6.6.1.1.3 Advanced PC-based HMI
6.6.1.1.3.1 Offers IoT and cloud connectivity for big data analytics
6.6.1.1.4 Others
6.6.1.2 Software
FIGURE 31 HMI MARKET, BY SOFTWARE
6.6.1.2.1 On-premises HMI
6.6.1.2.1.1 Increased adoption due to need for data security and customization
6.6.1.2.2 Cloud-based HMI
6.6.1.2.2.1 Low installation cost encourages adoption by small enterprises
TABLE 68 INDUSTRY 4.0 MARKET FOR HMI, BY SOFTWARE, 2017–2020 (USD MILLION)
TABLE 69 INDUSTRY 4.0 MARKET FOR HMI, BY SOFTWARE, 2021–2026 (USD MILLION)
6.6.1.3 Services
6.6.2 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION
FIGURE 32 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION
TABLE 70 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION, 2017–2020 (USD MILLION)
TABLE 71 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION, 2021–2026 (USD MILLION)
6.6.2.1 Embedded HMI
6.6.2.1.1 Offers enormous benefits to end users
6.6.2.2 Standalone HMI
6.6.2.2.1 Requirement for smaller HMI solutions drives demand
6.6.3 INDUSTRY 4.0 MARKET FOR HMI, BY TECHNOLOGY
6.6.3.1 Motion HMI
6.6.3.2 Bionic HMI
6.6.3.3 Tactile HMI
6.6.3.4 Acoustic HMI
6.6.4 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY
FIGURE 33 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY
TABLE 72 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY, 2017–2020 (USD MILLION)
TABLE 73 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
6.6.4.1 Process industries
FIGURE 34 INDUSTRY 4.0 MARKET FOR HMI, BY PROCESS INDUSTRIES
TABLE 74 INDUSTRY 4.0 MARKET FOR HMI, BY PROCESS INDUSTRIES, 2017–2020 (USD MILLION)
TABLE 75 INDUSTRY 4.0 MARKET FOR HMI, BY PROCESS INDUSTRIES, 2021–2026 (USD MILLION)
6.6.4.1.1 Oil & Gas
6.6.4.1.1.1 Increasing demand for HMI solutions for remote monitoring
6.6.4.1.2 Food & beverages
6.6.4.1.2.1 Stringent quality requirements encourage adoption of HMI solutions
6.6.4.1.3 Pharmaceuticals
6.6.4.1.3.1 Surging adoption of HMI solutions due to complex manufacturing processes
6.6.4.1.4 Chemicals
6.6.4.1.4.1 Demand for HMI solutions to increase operational efficiency
6.6.4.1.5 Energy & power
6.6.4.1.5.1 Surging demand for advanced monitoring solutions
6.6.4.1.6 Metals & mining
6.6.4.1.6.1 High-risk operations require adoption of HMI solutions
6.6.4.1.7 Water & wastewater
6.6.4.1.7.1 Technological advancements in water treatment operations raise need for HMI solutions
6.6.4.1.8 Others
6.6.4.2 Discrete industry
FIGURE 35 INDUSTRY 4.0 MARKET FOR HMI, BY DISCRETE INDUSTRIES
TABLE 76 INDUSTRY 4.0 MARKET FOR HMI, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 77 INDUSTRY 4.0 MARKET FOR HMI, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.6.4.2.1 Automotive
6.6.4.2.1.1 Technological innovations to boost demand for HMI solutions
6.6.4.2.2 Aerospace & defense
6.6.4.2.2.1 Adoption of HMI solutions to ensure reliability of equipment
6.6.4.2.3 Packaging
6.6.4.2.3.1 Increasing emphasis on quality packaging boosts demand for HMI solutions
6.6.4.2.4 Medical devices
6.6.4.2.4.1 Growing need to monitor medical device manufacturing processes
6.6.4.2.5 Semiconductor & electronics
6.6.4.2.5.1 High competition increases demand for HMI solutions
6.6.4.2.6 Other discrete industries
6.7 INDUSTRY 4.0 MARKET FOR ARTIFICIAL INTELLIGENCE IN MANUFACTURING
TABLE 78 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, 2017–2026 (USD MILLION)
6.7.1 ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY OFFERING
TABLE 79 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY OFFERING, 2017–2020 (USD MILLION)
TABLE 80 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY OFFERING, 2021–2026 (USD MILLION)
6.7.1.1 Hardware
TABLE 81 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY HARDWARE, 2017–2020 (USD MILLION)
TABLE 82 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY HARDWARE, 2021–2026 (USD MILLION)
6.7.1.1.1 Processor
FIGURE 36 GPU MARKET TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
TABLE 83 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY PROCESSOR, 2017–2020 (USD MILLION)
TABLE 84 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY PROCESSOR, 2021–2026 (USD MILLION)
6.7.1.1.1.1 MPU
6.7.1.1.1.2 GPU
6.7.1.1.1.3 FPGA
6.7.1.1.1.4 ASIC
6.7.1.1.2 Memory
6.7.1.1.2.1 Development and deployment of high-bandwidth memory for AI applications
6.7.1.1.3 Network
6.7.1.1.3.1 Increasing demand for next generation networks in smart factories
6.7.1.2 Software
TABLE 85 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR OFFERING, BY SOFTWARE, 2017–2020 (USD MILLION)
TABLE 86 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR OFFERING, BY SOFTWARE, 2021–2026 (USD MILLION)
6.7.1.2.1 AI solutions
6.7.1.2.1.1 On-premises
6.7.1.2.1.1.1 Preferred by data-sensitive enterprises
6.7.1.2.1.2 Cloud
6.7.1.2.1.2.1 AI solution providers focusing on development of robust cloud-based solutions
6.7.1.2.2 AI platform
6.7.1.2.2.1 Machine learning framework
6.7.1.2.2.1.1 Helps speed up smart factory operations
6.7.1.2.2.2 Application program interface
6.7.1.2.2.2.1 Provides building blocks for software applications
6.7.1.3 Services
TABLE 87 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY SERVICES, 2017–2020 (USD MILLION)
TABLE 88 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY SERVICES, 2021–2026 (USD MILLION)
6.7.1.3.1 Deployment & integration
6.7.1.3.1.1 Key service for configuring AI systems in manufacturing
6.7.1.3.2 Support & maintenance
6.7.1.3.2.1 Required to keep systems at an acceptable standard
6.7.1.4 Impact of COVID-19 on various AI technology offerings for manufacturing
6.7.2 INDUSTRY 4.0 MARKET FOR ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY TECHNOLOGY
TABLE 89 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 90 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY TECHNOLOGY, 2021–2026 (USD MILLION)
FIGURE 37 MACHINE LEARNING TO HOLD LARGEST SHARE OF INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING IN 2020 AND 2026
6.7.2.1 Machine learning
TABLE 91 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR MACHINE LEARNING, BY TYPE, 2017–2020 (USD MILLION)
TABLE 92 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR MACHINE LEARNING, BY TYPE, 2021–2026 (USD MILLION)
6.7.2.1.1 Deep learning
6.7.2.1.1.1 In demand for predictive maintenance and quality control purposes
6.7.2.1.2 Supervised learning
6.7.2.1.2.1 Used for facial recognition and other applications
6.7.2.1.3 Reinforcement learning
6.7.2.1.3.1 Allows systems and software to determine ideal behavior to maximize performance
6.7.2.1.4 Unsupervised learning
6.7.2.1.4.1 Uses clustering methods on unlabeled training data
6.7.2.1.5 Others
6.7.2.2 Natural language processing
6.7.2.2.1 Serves wide range of speech recognition applications
6.7.2.3 Context-aware computing
6.7.2.3.1 Accelerated growth due to development of sophisticated hard and soft sensors
TABLE 93 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2017–2020 (USD MILLION)
TABLE 94 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2021–2026 (USD MILLION)
6.7.2.4 Computer vision
6.7.2.4.1 Used for predictive maintenance and machinery inspection purposes
6.7.3 ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY APPLICATION
TABLE 95 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 96 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY APPLICATION, 2021–2026 (USD MILLION)
FIGURE 38 QUALITY CONTROL TO WITNESS HIGHEST GROWTH THROUGH FORECAST PERIOD
6.7.3.1 Predictive maintenance and machinery inspection
6.7.3.1.1 Provides framework for all planned maintenance activities
6.7.3.2 Material movement
6.7.3.2.1 AI-based technology streamlines in-plant logistics
6.7.3.3 Production planning
6.7.3.3.1 Helps standardize product and process sequence
6.7.3.4 Field services
6.7.3.4.1 Extensively used in heavy metals & machine manufacturing, oil & gas, and energy & power industries
6.7.3.5 Quality control
6.7.3.5.1 Wide use of AI-based quality control systems in pharmaceuticals, food & beverages, and semiconductor industries
6.7.3.6 Cybersecurity
6.7.3.6.1 Growing need for cybersecurity systems due to automation in manufacturing
6.7.3.7 Industrial robots
6.7.3.7.1 Help increase productivity and efficiency
6.7.3.8 Reclamation
6.7.3.8.1 AI-based systems used to detect important components in waste or slag
6.7.4 ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY INDUSTRY
TABLE 97 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 98 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY INDUSTRY, 2021–2026 (USD MILLION)
FIGURE 39 AUTOMOBILE HELD LARGEST SIZE OF AI IN MANUFACTURING MARKET IN 2020
6.7.4.1 Automobile
6.7.4.1.1 Wide use of machine learning and computer vision in automobile industry
6.7.4.1.2 Impact of COVID-19 on AI in manufacturing market for automobile industry
6.7.4.2 Energy & power
6.7.4.2.1 AI-based solutions enhance production output and reduce downtime
6.7.4.2.2 Impact of COVID-19 on AI in manufacturing market for energy & power industry
6.7.4.3 Pharmaceuticals
6.7.4.3.1 Growing demand for AI solutions from Chinese pharmaceuticals industry
6.7.4.3.2 Impact of COVID-19 on AI in manufacturing market for pharmaceuticals industry
6.7.4.4 Heavy metals & machine manufacturing
6.7.4.4.1 Heavy demand for AI solutions expected from APAC
6.7.4.4.2 Impact of COVID-19 on AI in manufacturing market for heavy metals & machine manufacturing industry
6.7.4.5 Semiconductors & electronics
6.7.4.5.1 AI likely to optimize production cost, technology implementation, and integration of components
6.7.4.5.2 Impact of COVID-19 on AI in manufacturing market for semiconductor & electronics industry
6.7.4.6 Food & beverages
6.7.4.6.1 AI-based solutions enhance quality of food production
6.7.4.6.2 Impact of COVID-19 on AI in manufacturing market for food & beverages industry
6.7.4.7 Others
6.8 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN
6.8.1 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY TECHNOLOGY
FIGURE 40 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY TECHNOLOGY
6.8.1.1 Internet of Things (IOT)
6.8.1.2 Blockchain
6.8.1.3 Artificial intelligence & machine learning
6.8.1.4 Augmented reality, virtual reality & mixed reality
6.8.1.5 Big data analytics
6.8.1.6 5G
6.8.2 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE
FIGURE 41 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE
TABLE 99 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE, 2017–2020 (USD MILLION)
TABLE 100 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE, 2021–2026 (USD MILLION)
6.8.2.1 Product digital twin
6.8.2.1.1 Expected to witness significant growth during forecast period
6.8.2.2 Process digital twin
6.8.2.2.1 Plays major role in digital twin market
6.8.2.3 System digital twin
6.8.2.3.1 Expected to dominate market during forecast period
6.8.3 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION
FIGURE 42 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION
FIGURE 43 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION (2021–2026)
TABLE 101 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 102 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION, 2021–2026 (USD MILLION)
6.8.3.1 Product design & development
6.8.3.1.1 Expected to register steady market growth
6.8.3.2 Performance monitoring
6.8.3.2.1 Likely to see rising demand in future
6.8.3.3 Predictive maintenance
6.8.3.3.1 Reduces maintenance costs and operational downtime
6.8.3.4 Inventory management
6.8.3.4.1 High demand in transportation & logistics industry
6.8.3.5 Business optimization
6.8.3.5.1 Expected to dominate market during forecast period
6.8.3.6 Others
6.8.4 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY
FIGURE 44 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY
TABLE 103 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 104 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY, 2021–2026 (USD MILLION)
FIGURE 45 AUTOMOTIVE & TRANSPORTATION TO DOMINATE INDUSTRY 4.0 MARKET FOR DIGITAL TWIN DURING FORECAST PERIOD
6.8.4.1 Aerospace & defense
6.8.4.1.1 Expected to witness significant market growth
6.8.4.2 Automotive
6.8.4.2.1 Likely to dominate Industry 4.0 market during forecast period
6.8.4.3 Home & commercial
6.8.4.3.1 Stable growth expected in post-COVID-19 period
6.8.4.4 Healthcare
6.8.4.4.1 Least affected segment during COVID-19 crisis
6.8.4.5 Energy & utilities
6.8.4.5.1 Increasing digitalization to boost market
6.8.4.6 Oil & gas
6.8.4.6.1 High demand for system digital twins
6.8.4.7 Agriculture
6.8.4.7.1 Expected to witness significant growth during forecast period
6.8.4.8 Telecommunication
6.8.4.8.1 Expected to boost market growth post 5G commercialization
6.8.4.9 Retail
6.8.4.9.1 Inventory management segment to account for largest share of market
6.8.4.10 Others
6.8.4.10.1 Increasing demand for digital twin in semiconductor manufacturing industry
6.9 INDUSTRY 4.0 MARKET FOR AUTOMATED GUIDED VEHICLES (AGV)
6.9.1 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE
FIGURE 46 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE
FIGURE 47 TOW VEHICLES SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST SIZE OF AGV MARKET IN 2021
TABLE 105 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE, 2017–2020 (USD MILLION)
TABLE 106 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE, 2021–2026 (USD MILLION)
6.9.1.1 Tow vehicles
6.9.1.1.1 Expected to hold largest size of market in 2020
TABLE 107 INDUSTRY 4.0 MARKET FOR AGV, FOR TOW VEHICLES, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 108 INDUSTRY 4.0 MARKET FOR AGV, FOR TOW VEHICLES, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.2 Unit load carriers
6.9.1.2.1 Major demand from automotive industry
TABLE 109 INDUSTRY 4.0 MARKET FOR AGV, FOR UNIT LOAD CARRIERS, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 110 INDUSTRY 4.0 MARKET FOR AGV, FOR UNIT LOAD CARRIERS, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.3 Pallet trucks
6.9.1.3.1 Vision-guided pallet trucks to register highest growth during forecast period
TABLE 111 INDUSTRY 4.0 MARKET FOR PALLET TRUCKS, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 112 INDUSTRY 4.0 MARKET FOR PALLET TRUCKS, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.4 Assembly line vehicles
6.9.1.4.1 Wide use for transportation of subassemblies
TABLE 113 INDUSTRY 4.0 MARKET FOR AGV, FOR ASSEMBLY LINE VEHICLES, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 114 INDUSTRY 4.0 MARKET FOR AGV, FOR ASSEMBLY LINE VEHICLES, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.5 Forklift trucks
6.9.1.5.1 Increasing demand for forklift trucks in applications involving heavy materials
TABLE 115 INDUSTRY 4.0 MARKET FOR AGV, FOR FORKLIFT TRUCKS, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 116 INDUSTRY 4.0 MARKET FOR AGV, FOR FORKLIFT TRUCKS, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.6 Others
TABLE 117 INDUSTRY 4.0 MARKET FOR AGV, FOR OTHER TYPES, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 118 INDUSTRY 4.0 MARKET FOR AGV, FOR OTHER TYPES, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.2 INDUSTRY 4.0 MARKET FOR AGV, BY NAVIGATION TECHNOLOGY
FIGURE 48 AGV MARKET, BY NAVIGATION TECHNOLOGY
TABLE 119 INDUSTRY 4.0 MARKET FOR AGV, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 120 INDUSTRY 4.0 MARKET FOR AGV, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.2.1 Laser guidance
6.9.2.1.1 Expected to hold largest size of market during forecast period
6.9.2.2 Magnetic guidance
6.9.2.2.1 Chiefly used in food & beverages and automotive industries
6.9.2.3 Inductive guidance
6.9.2.3.1 Wide use due to lack of intereference from external noise
6.9.2.4 Optical tape guidance
6.9.2.4.1 Increasing demand in end use industries requiring clean environments
6.9.2.5 Vision guidance
6.9.2.5.1 Expected to register highest CAGR during forecast period
6.9.2.6 Others
6.9.3 INDUSTRY 4.0 MARKET FOR AGV, BY INDUSTRY
FIGURE 49 AGV MARKET, BY INDUSTRY
FIGURE 50 AUTOMOTIVE SEGMENT TO HOLD LARGEST SIZE OF INDUSTRY 4.0 MARKET FOR AGV FROM 2021 TO 2026
TABLE 121 INDUSTRY 4.0 MARKET FOR AGV, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 122 INDUSTRY 4.0 MARKET FOR AGV, BY INDUSTRY, 2020–2025 (USD MILLION)
6.9.3.1 Automotive
6.9.3.1.1 Largest share of market during forecast period
6.9.3.2 Metal & heavy machinery
6.9.3.2.1 Growing demand for AGVs to ensure safety in material handling
6.9.3.3 Food & beverages
6.9.3.3.1 Increased global demand driving adoption of AGVs
6.9.3.4 Chemicals
6.9.3.4.1 Use of AGVs to ensure employee safety and manage workflow effectively
6.9.3.5 Healthcare
6.9.3.5.1 Wide use of AGVS to comply with clean environment requirements
6.9.3.6 3PL
6.9.3.6.1 Increased online retailing activities drives demand for AGVs
6.9.3.7 Semiconductors & electronics
6.9.3.7.1 Increased demand for AGVs in cleanroom applications
6.9.3.8 Aviation
6.9.3.8.1 Use of AGVs for manufacturing and assembly operations
6.9.3.9 E-commerce
6.9.3.9.1 Expected to grow at highest rate from 2021 to 2026
6.9.3.10 Others
6.10 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING
6.10.1 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE
FIGURE 51 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE
FIGURE 52 VIBRATION MONITORING SEGMENT TO ACCOUNT FOR LARGEST SIZE
OF INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING
FROM 2021 TO 2026
TABLE 123 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 124 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.1.1 Vibration monitoring
6.10.1.1.1 Significance of route-based monitoring services in vibration monitoring technique
FIGURE 53 INDUSTRY 4.0 MARKET FOR VIBRATION MONITORING, BY SYSTEM TYPE, 2020
6.10.1.2 Embedded systems
6.10.1.2.1 Wide adoption in oil & gas and power generation industries
6.10.1.3 Vibration analyzers and meters
6.10.1.3.1 Support effective machine condition monitoring
6.10.1.4 Thermography
6.10.1.4.1 High adoption due to ability to detect large number of defects
6.10.1.5 Oil analysis
6.10.1.5.1 Advantages of oil analysis make it prominent machine condition monitoring technique
FIGURE 54 ADVANTAGES OF OIL ANALYSIS TECHNIQUE
6.10.1.6 Corrosion monitoring
6.10.1.6.1 Defects detected by corrosion monitoring help prevent corrosion of equipment
6.10.1.7 Ultrasound emission
6.10.1.7.1 Ultrasound emission monitoring helps detect defects in electric equipment
6.10.1.8 Motor current analysis
6.10.1.8.1 Early detection of faults by motor current analysis monitoring technique
6.10.2 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING
FIGURE 55 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING
FIGURE 56 HARDWARE SEGMENT TO ACCOUNT FOR LARGER SHARE OF INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING, FROM 2021 TO 2026
TABLE 125 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING, 2017–2020 (USD MILLION)
TABLE 126 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING, 2021–2026 (USD MILLION)
6.10.2.1 Hardware
6.10.2.1.1 Vibration sensors
6.10.2.1.2 Accelerometers
6.10.2.1.2.1 Increased deployment in industrial plants to monitor machine acceleration
6.10.2.1.3 Proximity probes
6.10.2.1.3.1 Used for accurate displacement measurement of devices
6.10.2.1.4 Tachometers
6.10.2.1.4.1 Rising adoption to effectively monitor speed of rotating machines
6.10.2.1.5 Infrared sensors
6.10.2.1.5.1 Thermal infrared sensors
6.10.2.1.5.1.1 Increased use to detect possible heat-induced faults in machines
6.10.2.1.5.2 Quantum infrared sensors
6.10.2.1.5.2.1 High demand for quantum infrared sensors to identify temperature variations in machines
6.10.2.1.6 Spectrometers
6.10.2.1.6.1 Infrared spectrometers
6.10.2.1.6.1.1 Growing demand for infrared spectrometers to identify various materials
6.10.2.1.6.2 Ultraviolet spectrometers
6.10.2.1.6.2.1 Significant tools for oil analysis
6.10.2.1.6.3 Atomic spectrometers
6.10.2.1.6.3.1 Increasingly used to identify foreign particles in oil samples
6.10.2.1.6.4 Mass spectrometers
6.10.2.1.6.4.1 Used to identify contaminating compounds in lubricating oil samples
6.10.2.1.7 Ultrasound detectors
6.10.2.1.7.1 Sound pressure meters
6.10.2.1.7.1.1 Increased use for noise level measurements
6.10.2.1.7.2 Stethoscopes
6.10.2.1.7.2.1 Surging penetration in industries to monitor noise in machine components
6.10.2.1.7.3 Ultrasound leak detectors
6.10.2.1.7.3.1 Growing adoption for identification of leakage in vacuum and compressed air systems
6.10.2.1.8 Spectrum analyzers
6.10.2.1.8.1 Real-time spectrum analyzers
6.10.2.1.8.1.1 Increased adoption for motor current analysis
6.10.2.1.9 Corrosion probes
6.10.2.1.9.1 Growing use for corrosion rate measurements
6.10.2.1.10 Others
TABLE 127 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING HARDWARE, BY TYPE, 2017–2020 (USD MILLION)
TABLE 128 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING HARDWARE, BY TYPE, 2021–2026 (USD MILLION)
6.10.2.2 Software
TABLE 129 LIST OF MACHINE CONDITION MONITORING SOFTWARE PROVIDERS
6.10.2.2.1 Data integration
6.10.2.2.1.1 Eliminates need to maintain multiple data logs for monitoring equipment
6.10.2.2.2 Diagnostic reporting
6.10.2.2.2.1 Increased use to analyze overall health of industrial machines and plants
6.10.2.2.3 Order tracking analysis
6.10.2.2.3.1 Increasingly used for signal amplitude measurements
6.10.2.2.4 Parameter calculation
6.10.2.2.4.1 Increased deployment in industrial plants to evaluate reliability parameters of equipment
TABLE 130 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING SOFTWARE, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 131 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING SOFTWARE, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.3 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE
FIGURE 57 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE
FIGURE 58 ON-PREMISES DEPLOYMENT SEGMENT TO ACCOUNT FOR LARGER SIZE OF INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING
BY DEPLOYMENT FROM 2021 TO 2026
TABLE 132 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE, 2017–2020 (USD MILLION)
TABLE 133 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE, 2021–2026 (USD MILLION)
6.10.3.1 On-premises deployment
6.10.3.1.1 Limitations of on-premises deployment to impact market growth
FIGURE 59 LIMITATIONS OF ON-PREMISES DEPLOYMENT OF MACHINE CONDITION MONITORING SOLUTIONS AND SYSTEMS
6.10.3.2 Cloud deployment
6.10.3.2.1 Advantages over on-premises deployment to drive demand
FIGURE 60 ADVANTAGES OF CLOUD DEPLOYMENT OF MACHINE CONDITION MONITORING SYSTEMS AND SOLUTIONS
6.10.4 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS
FIGURE 61 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS
FIGURE 62 ONLINE CONDITION MONITORING SEGMENT TO LEAD INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING FROM 2021 TO 2026
TABLE 134 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS, 2017–2020 (USD MILLION)
TABLE 135 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS, 2021–2026 (USD MILLION)
6.10.4.1 Online condition monitoring
6.10.4.1.1 Delivers real-time machinery health information to plant operators
TABLE 136 INDUSTRY 4.0 MARKET FOR ONLINE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 137 INDUSTRY 4.0 MARKET FOR ONLINE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.4.2 Portable condition monitoring
6.10.4.2.1 Cost-effective condition monitoring process
TABLE 138 INDUSTRY 4.0 MARKET FOR PORTABLE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 139 INDUSTRY 4.0 MARKET FOR PORTABLE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.5 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY
FIGURE 63 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY
TABLE 140 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 141 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY, 2021–2026 (USD MILLION)
6.10.5.1 Oil & gas
6.10.5.1.1 Use of Industry 4.0 solutions to address machine condition monitoring requirements
6.10.5.2 Power generation
6.10.5.2.1 Investments in sustainable energy to increase adoption of machine condition monitoring systems and solutions
FIGURE 64 GLOBAL INVESTMENTS IN RENEWABLE ENERGY, 2010–2019 (USD BILLION)
6.10.5.3 Mining & metals
6.10.5.3.1 Use of vibration sensors to identify faults in mining machinery
6.10.5.4 Chemicals
6.10.5.4.1 Deployment of machine condition monitoring solutions and systems to monitor chemical processes
6.10.5.5 Automotive
6.10.5.5.1 IoT enables adoption of simple machine condition monitoring solutions
6.10.5.6 Aerospace & defense
6.10.5.6.1 Adoption of smart factory solutions for machine condition monitoring
6.10.5.7 Food & beverages
6.10.5.7.1 Rapid technological developments to fuel demand for machine condition monitoring systems and solutions
6.10.5.8 Marine
6.10.5.8.1 Predictive maintenance gaining significant importance in global marine industry
6.10.5.9 Others
7 GEOGRAPHIC ANALYSIS
7.1 INTRODUCTION
FIGURE 65 INDUSTRY 4.0 MARKET IN US TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
TABLE 143 INDUSTRY 4.0 MARKET, BY REGION, 2021–2026 (USD BILLION)
7.2 NORTH AMERICA
FIGURE 66 NORTH AMERICA: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.2.1 US
7.2.1.1 Growing manufacturing base accounts for large size of
Industry 4.0 market
7.2.2 CANADA
7.2.2.1 Demand from food & beverage processing industry to drive market
7.2.3 MEXICO
7.2.3.1 Growing government impetus propelling demand for
Industry 4.0 technologies
TABLE 145 INDUSTRY 4.0 MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD BILLION)
7.3 EUROPE
FIGURE 67 EUROPE: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.3.1 GERMANY
7.3.1.1 Government initiatives to promote smart factories drives market growth
7.3.2 UK
7.3.2.1 Growing market for AI and blockchain propels growth of Industry 4.0 market
7.3.3 FRANCE
7.3.3.1 Increasing government efforts to boost use of AI and IoT technologies in manufacturing sector
7.3.4 REST OF EUROPE
7.3.4.1 Increasing manufacturing base offers lucrative growth opportunities
TABLE 146 INDUSTRY 4.0 MARKET IN EUROPE, BY COUNTRY, 2017–2020 (USD BILLION)
TABLE 147 INDUSTRY 4.0 MARKET IN EUROPE, BY COUNTRY, 2021–2026 (USD BILLION)
7.4 APAC
FIGURE 68 APAC: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.4.1 CHINA
7.4.1.1 Increasing labor costs contribute to growth of Industry 4.0 market
7.4.2 JAPAN
7.4.2.1 Ongoing developments in smart manufacturing processes to boost market
7.4.3 INDIA
7.4.3.1 Make in India campaign to boost demand for Industry 4.0 solutions in manufacturing sector
7.4.4 SOUTH KOREA
7.4.4.1 Increasing government investments to spur market growth
7.4.5 REST OF APAC
7.4.5.1 Developing manufacturing sector to support Industry 4.0 market growth
TABLE 149 INDUSTRY 4.0 MARKET IN APAC, BY COUNTRY, 2021–2026 (USD BILLION)
7.5 ROW
FIGURE 69 ROW: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.5.1 SOUTH AMERICA
7.5.1.1 Increasing penetration of AI and IoT technologies in Brazil and Argentina to drive market growth
7.5.2 MIDDLE EAST & AFRICA
7.5.2.1 High adoption of advanced automation solutions in Middle East oil & gas sector
TABLE 151 INDUSTRY 4.0 MARKET IN ROW, BY REGION, 2021–2026 (USD BILLION)
7.6 IMPACT OF COVID-19 ON REGIONS
8 COMPETITIVE LANDSCAPE
8.1 OVERVIEW
8.2 TOP 5 COMPANY REVENUE ANALYSIS
FIGURE 70 FIVE-YEAR REVENUE ANALYSIS OF TOP 5 PLAYERS IN INDUSTRY 4.0 MARKET
8.3 MARKET SHARE ANALYSIS (2020)
TABLE 152 INDUSTRIAL ROBOTS MARKET: MARKET SHARE ANALYSIS
TABLE 153 INDUSTRIAL SENSORS MARKET: MARKET SHARE ANALYSIS
TABLE 154 INDUSTRIAL 3D PRINTING MARKET: MARKET SHARE ANALYSIS
TABLE 155 DIGITAL TWIN MARKET: MARKET SHARE ANALYSIS
TABLE 156 AI IN MANUFACTURING MARKET: MARKET SHARE ANALYSIS
8.4 COMPANY EVALUATION QUADRANT, 2020
8.4.1 STAR
8.4.2 PERVASIVE
8.4.3 EMERGING LEADER
8.4.4 PARTICIPANT
FIGURE 71 INDUSTRY 4.0 MARKET (GLOBAL) COMPANY EVALUATION QUADRANT, 2020
8.5 SMALL AND MEDIUM ENTERPRISES (SME) EVALUATION QUADRANT, 2020
8.5.1 PROGRESSIVE COMPANY
8.5.2 RESPONSIVE COMPANY
8.5.3 DYNAMIC COMPANY
8.5.4 STARTING BLOCK
FIGURE 72 INDUSTRY 4.0 MARKET (GLOBAL), SME EVALUATION QUADRANT, 2020
TABLE 157 INDUSTRY 4.0 MARKET: COMPANY FOOTPRINT
TABLE 158 COMPANY INDUSTRY FOOTPRINT
TABLE 159 COMPANY REGION FOOTPRINT
8.6 COMPETITIVE SCENARIO
TABLE 160 INDUSTRY 4.0 MARKET: PRODUCT LAUNCHES, MARCH 2020?MARCH 2021
TABLE 161 INDUSTRY 4.0 MARKET: DEALS, MARCH 2020?MARCH 2021
9 COMPANY PROFILES
(Business overview, Products offered, Recent developments & MnM View)*
9.1 KEY PLAYERS
9.1.1 3D SYSTEMS
TABLE 162 3D SYSTEMS: BUSINESS OVERVIEW
FIGURE 73 3D SYSTEMS: COMPANY SNAPSHOT
9.1.2 ABB
TABLE 163 ABB: BUSINESS OVERVIEW
FIGURE 74 ABB: COMPANY SNAPSHOT
9.1.3 ADVANTECH
TABLE 164 ADVANTECH: BUSINESS OVERVIEW
FIGURE 75 ADVANTECH: COMPANY SNAPSHOT
9.1.4 BASLER
TABLE 165 BASLER: BUSINESS OVERVIEW
FIGURE 76 BASLER: COMPANY SNAPSHOT
9.1.5 CISCO SYSTEMS
TABLE 166 CISCO SYSTEMS: BUSINESS OVERVIEW
FIGURE 77 CISCO SYSTEMS: COMPANY SNAPSHOT
9.1.6 COGNEX CORPORATION
TABLE 167 COGNEX CORPORATION: BUSINESS OVERVIEW
FIGURE 78 COGNEX CORPORATION: COMPANY SNAPSHOT
9.1.7 DAIFUKU
TABLE 168 DAIFUKU: BUSINESS OVERVIEW
FIGURE 79 DAIFUKU: COMPANY SNAPSHOT
9.1.8 EMERSON ELECTRIC
TABLE 169 EMERSON ELECTRIC: BUSINESS OVERVIEW
FIGURE 80 EMERSON ELECTRIC: COMPANY SNAPSHOT
9.1.9 GENERAL ELECTRIC
TABLE 170 GENERAL ELECTRIC : BUSINESS OVERVIEW
FIGURE 81 GENERAL ELECTRIC: COMPANY SNAPSHOT
9.1.10 HONEYWELL INTERNATIONAL
FIGURE 82 HONEYWELL INTERNATIONAL: COMPANY SNAPSHOT
9.1.11 IBM
TABLE 171 IBM: BUSINESS OVERVIEW
FIGURE 83 IBM: COMPANY SNAPSHOT
9.1.12 INTEL
TABLE 172 INTEL: BUSINESS OVERVIEW
FIGURE 84 INTEL: COMPANY SNAPSHOT
9.1.13 JOHN BEAN TECHNOLOGIES CORPORATION
TABLE 173 JOHN BEAN TECHNOLOGIES CORPORATION : BUSINESS OVERVIEW
FIGURE 85 JOHN BEAN TECHNOLOGIES CORPORATION: COMPANY SNAPSHOT
9.1.14 NVIDIA
TABLE 174 NVIDIA: BUSINESS OVERVIEW
FIGURE 86 NVIDIA: COMPANY SNAPSHOT
9.1.15 SIEMENS
TABLE 175 SIEMENS: BUSINESS OVERVIEW
FIGURE 87 SIEMENS: COMPANY SNAPSHOT
9.1.16 STRATASYS
TABLE 176 STRATASYS: BUSINESS OVERVIEW
FIGURE 88 STRATASYS: COMPANY SNAPSHOT
9.1.17 TECHMAN ROBOT
TABLE 177 TECHMAN ROBOT: BUSINESS OVERVIEW
9.1.18 UNIVERSAL ROBOTS
TABLE 178 UNIVERSAL ROBOTS : BUSINESS OVERVIEW
*Details on Business overview, Products offered, Recent developments & MnM View might not be captured in case of unlisted companies.
9.2 OTHER PLAYERS
9.2.1 ADDVERB TECHNOLOGIES
9.2.2 AIBRAIN
9.2.3 ALGOLUX
9.2.4 BECKHOFF AUTOMATION
9.2.5 BIGCHAINDB GMBH
9.2.6 LOGILUBE
9.2.7 PRATITI TECHNOLOGIES
9.2.8 SCULPTEO
9.2.9 SIGFOX
10 ADJACENT AND RELATED MARKETS
10.1 INTRODUCTION
10.2 LIMITATIONS
10.3 EXTENDED REALITY MARKET, BY REGION
TABLE 179 EXTENDED REALITY MARKET, BY REGION, 2017–2020 (USD BILLION)
TABLE 180 EXTENDED REALITY MARKET, BY REGION, 2021–2026 (USD BILLION)
10.3.1 NORTH AMERICA
TABLE 181 EXTENDED REALITY MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 182 EXTENDED REALITY MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD MILLION)
10.3.2 EUROPE
TABLE 183 EXTENDED REALITY MARKET IN EUROPE, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 184 EXTENDED REALITY MARKET IN EUROPE, BY COUNTRY, 2021–2026 (USD MILLION)
10.3.3 APAC
TABLE 185 EXTENDED REALITY MARKET IN APAC, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 186 EXTENDED REALITY MARKET IN APAC, BY COUNTRY, 2021–2026 (USD MILLION)
10.3.4 ROW
TABLE 187 EXTENDED REALITY MARKET IN ROW, BY REGION, 2017–2020 (USD MILLION)
TABLE 188 EXTENDED REALITY MARKET IN ROW, BY REGION, 2021–2026 (USD MILLION)
11 APPENDIX
11.1 INSIGHTS OF INDUSTRY EXPERTS
11.2 DISCUSSION GUIDE
11.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
11.4 AVAILABLE CUSTOMIZATIONS
11.5 RELATED REPORTS
11.6 AUTHOR DETAILS
1.1 OBJECTIVES OF THE STUDY
1.2 DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 INDUSTRY 4.0 MARKET SEGMENTATION
1.3.2 GEOGRAPHIC SCOPE
1.3.3 YEARS CONSIDERED
1.4 CURRENCY
1.5 LIMITATIONS
1.6 STAKEHOLDERS
1.7 SUMMARY OF CHANGES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 2 INDUSTRY 4.0: RESEARCH DESIGN
2.1.1 SECONDARY AND PRIMARY RESEARCH
2.1.2 SECONDARY DATA
TABLE 1 LIST OF SECONDARY SOURCES
2.1.2.1 Key secondary sources
2.1.3 PRIMARY DATA
2.1.3.1 Key data from primary sources
2.1.3.2 Primary interviews with experts
2.1.3.3 Key industry insights
2.1.3.4 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
FIGURE 3 SIZE ESTIMATION METHODOLOGY FOR MACHINE CONDITION MONITORING MARKET USING SUPPLY-SIDE ANALYSIS
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 4 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 RISK ASSESSMENTS
TABLE 2 LIMITATIONS AND ASSOCIATED RISKS
3 EXECUTIVE SUMMARY
TABLE 3 INDUSTRY 4.0 MARKET, 2017–2020 (USD BILLION)
TABLE 4 INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
FIGURE 5 EFFECT OF COVID-19 ON INDUSTRY 4.0 MARKET
3.1 POST-COVID-19 SCENARIO
TABLE 5 POST-COVID-19 SCENARIO: INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
3.2 OPTIMISTIC SCENARIO (POST-COVID-19)
TABLE 6 OPTIMISTIC SCENARIO (POST-COVID-19): INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
3.3 PESSIMISTIC SCENARIO (POST-COVID-19)
TABLE 7 PESSIMISTIC SCENARIO (POST-COVID-19): INDUSTRY 4.0 MARKET, 2021–2026 (USD BILLION)
FIGURE 6 INDUSTRIAL SENSORS SEGMENT TO LEAD INDUSTRY 4.0 MARKET FROM 2021 TO 2026
FIGURE 7 APAC TO HOLD LARGEST SHARE OF INDUSTRY 4.0 MARKET IN 2021
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN INDUSTRY 4.0 MARKET
FIGURE 8 RAPID ADOPTION OF AI, IOT, AND BLOCKCHAIN TECHNOLOGIES IN MANUFACTURING SECTOR TO FUEL INDUSTRY 4.0 MARKET
FROM 2021 TO 2026
4.2 INDUSTRY 4.0 MARKET, BY TECHNOLOGY
FIGURE 9 INDUSTRIAL SENSORS SEGMENT TO ACCOUNT FOR LARGEST SIZE OF INDUSTRY 4.0 MARKET FROM 2021 TO 2026
4.3 INDUSTRY 4.0 MARKET, BY TECHNOLOGY AND REGION
FIGURE 10 APAC TO HOLD LARGEST SIZE OF INDUSTRY 4.0 MARKET IN 2026
4.4 INDUSTRY 4.0 MARKET, BY COUNTRY
FIGURE 11 INDUSTRY 4.0 MARKET IN US TO RECORD HIGHEST CAGR
FROM 2021 TO 2026
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 12 MARKET DYNAMICS: INDUSTRY 4.0 MARKET, 2020
5.2.1 DRIVERS
5.2.1.1 Rapid adoption of Artificial Intelligence (AI) and Internet of Things (IoT) in manufacturing sector
5.2.1.2 Increasing demand for industrial robots in pharmaceutical and medical device manufacturing sector
5.2.1.3 Rising government investments in 3D printing and additive manufacturing
TABLE 8 GOVERNMENT INVESTMENTS IN 3D PRINTING PROJECTS
5.2.1.4 Growing adoption of blockchain technology in manufacturing industry
FIGURE 13 INDUSTRY 4.0 MARKET: IMPACT ANALYSIS OF DRIVERS AND OPPORTUNITIES
5.2.2 RESTRAINTS
5.2.2.1 Lack of skilled workforce conversant with new developments in AI and IoT technologies
5.2.2.2 Restricted use of industrial robots in startups due to high implementation costs
5.2.2.3 High cost of 3D printing materials prevents small companies from competing with big players
5.2.2.4 Negative health effects of excessive use of AR & VR
FIGURE 14 INDUSTRY 4.0 MARKET: IMPACT ANALYSIS OF RESTRAINTS
AND CHALLENGES
5.2.3 OPPORTUNITIES
5.2.3.1 Increasing application of AI and IoT in medical wearables
5.2.3.2 Rising popularity of 5G in cloud robotics sector
5.2.3.3 Surge in use of 3D printing technology for medical equipment and customized drugs during COVID-19 pandemic
5.2.4 CHALLENGES
5.2.4.1 Susceptibility of IoT and AI technologies to cyber attacks
5.2.4.2 Interoperability and integration issues of industrial robots
5.2.4.3 High cost associated with deployment of VR technology
FIGURE 15 COST ANALYSIS: VR EQUIPMENT
5.3 VALUE CHAIN ANALYSIS
FIGURE 16 INDUSTRY 4.0 MARKET: VALUE CHAIN
5.4 PORTER’S FIVE FORCES ANALYSIS
TABLE 9 INDUSTRY 4.0 MARKET: PORTER’S FIVE FORCES ANALYSIS
5.5 ECOSYSTEM ANALYSIS
FIGURE 17 INDUSTRY 4.0 ECOSYSTEM
TABLE 10 ECOSYSTEM: INDUSTRY 4.0
5.6 REVENUE SHIFT AND NEW REVENUE POCKETS FOR INDUSTRY 4.0 MARKET
FIGURE 18 INDUSTRY 4.0 (YC-YCC SHIFT)
5.7 CASE STUDY ANALYSIS
TABLE 11 IMPLEMENTATION OF INDUSTRY 4.0 SOLUTION AT HOMBURG PLANT - BOSCH REXROTH
TABLE 12 IMPLEMENTATION OF FULLY AUTOMATED PRODUCTION LINE AT FORD
5.8 TECHNOLOGY ANALYSIS
5.8.1 CLOUD COMPUTING
5.8.2 5G
5.8.3 MACHINE LEARNING IN COMPUTER VISION
5.9 PRICING ANALYSIS
TABLE 13 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR AGV
TABLE 14 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR COLLABORATIVE ROBOTS
TABLE 15 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR MACHINE CONDITION MONITORING SENSORS
TABLE 16 AVERAGE SELLING PRICE (ASP) TREND OF TOP COMPANIES FOR VIBRATION MONITORING SYSTEMS
5.10 TRADE ANALYSIS
5.10.1 IMPORT & EXPORT SCENARIO
FIGURE 19 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 17 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 842710)
FIGURE 20 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 18 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 842710)
FIGURE 21 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 19 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 847950)
FIGURE 22 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND)
TABLE 20 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 847950)
FIGURE 23 IMPORT, BY COUNTRY 2016?2020 (USD MILLION)
TABLE 21 IMPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 903190)
FIGURE 24 EXPORT, BY COUNTRY, 2016?2020 (USD MILLION)
TABLE 22 EXPORT, BY COUNTRY, 2016?2020 (USD THOUSAND) (HS CODE 903190)
5.11 PATENT ANALYSIS
FIGURE 25 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
TABLE 23 TOP 10 PATENT OWNERS IN US IN LAST 10 YEARS
FIGURE 26 NUMBER OF PATENTS GRANTED PER YEAR FROM 2011 TO 2020
5.12 MARKET STANDARDS
TABLE 24 STANDARDS RELATED TO IOT IN MANUFACTURING
5.12.1 STANDARDS RELATED TO INDUSTRIAL ROBOTS
TABLE 25 STANDARDS RELATED TO 3D PRINTING AND ADDITIVE MANUFACTURING
5.12.2 STANDARDS RELATED TO MACHINE CONDITION MONITORING
6 INDUSTRY 4.0 MARKET, BY TECHNOLOGY
FIGURE 27 INDUSTRY 4.0 MARKET, BY TECHNOLOGY
6.1 INDUSTRY 4.0 MARKET FOR INDUSTRIAL ROBOTS
6.1.1 TRADITIONAL INDUSTRIAL ROBOTS
TABLE 26 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 27 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 28 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 29 INDUSTRY 4.0 MARKET FOR TRADITIONAL ROBOTS, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.1.1.1 Articulated robots
6.1.1.2 Cartesian Robots
6.1.1.3 Selective Compliance Assembly Robot Arm (SCARA)
6.1.1.4 Cylindrical Robots
6.1.1.5 Other robots
6.1.2 COLLABORATIVE ROBOTS
6.1.2.1 Emerging trend in robotics industry
TABLE 30 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 31 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 32 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 33 INDUSTRY 4.0 MARKET FOR COLLABORATIVE ROBOTS, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.2 INDUSTRY 4.0 MARKET FOR BLOCKCHAIN IN MANUFACTURING
6.2.1 DEFINITION
6.2.2 BLOCKCHAIN IN MANUFACTURING
FIGURE 28 TYPICAL APPLICATIONS OF BLOCKACHAIN IN MANUFACTURING SECTOR
6.2.2.1 Drivers contributing to growth of industry 4.0 market for blockchain in manufacturing
6.2.2.1.1 Increasing demand for real-time data analyses, enhanced visibility, and proactive maintenance in manufacturing industry
6.2.2.2 Challenges to growth of industry 4.0 market for blockchain in manufacturing
6.2.2.2.1 Concerns regarding security, privacy, and control
TABLE 34 STARTUP COMPANIES INVOLVED IN INDUSTRY 4.0 MARKET FOR BLOCKCHAIN IN MANUFACTURING
TABLE 35 FUNDING ANALYSIS FOR STARTUPS INVOLVED IN INDUSTRY 4.0 MARKET FOR BLOCKCHAIN IN MANUFACTURING
6.3 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS
TABLE 36 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY SENSOR TYPE, 2017–2020 (USD MILLION)
TABLE 37 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY SENSOR TYPE, 2021–2026 (USD MILLION)
TABLE 38 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY TYPE, 2017–2020 (USD MILLION)
TABLE 39 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY TYPE, 2021–2026 (USD MILLION)
6.3.1 LEVEL SENSORS
6.3.1.1 Used for level sensing and measurement in factories
6.3.2 TEMPERATURE SENSORS
6.3.2.1 Growing use in process and non-process applications
6.3.3 FLOW SENSORS
6.3.3.1 Increasing demand in oil & energy industries
6.3.4 POSITION SENSORS
6.3.4.1 Increasing application areas due to technological advancements
6.3.5 PRESSURE SENSORS
6.3.5.1 Used in semiconductor processing, robotics, and test & measurement applications
6.3.6 FORCE SENSORS
6.3.6.1 Increasing use of force sensors in automated robots
6.3.7 HUMIDITY & MOISTURE SENSORS
6.3.7.1 High demand in chemicals, pharmaceuticals, oil & gas, and food & beverages industries
6.3.8 GAS SENSORS
6.3.8.1 Used in industries to measure concentration of gases in air
TABLE 40 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 41 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 42 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 43 INDUSTRY 4.0 MARKET FOR INDUSTRIAL SENSORS, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.4 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING
6.4.1 EVOLUTION OF INDUSTRIAL 3D PRINTING TO DRIVE INDUSTRY 4.0 MARKET
TABLE 44 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY OFFERINGS, 2017–2020 (USD MILLION)
TABLE 45 INDUSTRY 4.0 FOR INDUSTRIAL 3D PRINTING, BY OFFERINGS, 2021–2026 (USD MILLION)
TABLE 46 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 47 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY TECHNOLOGY, 2021–2026 (USD MILLION)
TABLE 48 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS, 2017–2020 (USD MILLION)
TABLE 49 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS, 2021–2026 (USD MILLION)
TABLE 50 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 51 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 52 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 53 INDUSTRY 4.0 MARKET FOR INDUSTRIAL 3D PRINTING, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.5 INDUSTRY 4.0 MARKET FOR MACHINE VISION
TABLE 54 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PRODUCT, 2017–2020 (USD MILLION)
TABLE 55 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PRODUCT, 2021–2026 (USD MILLION)
TABLE 56 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY COMPONENT, 2017–2020 (USD MILLION)
TABLE 57 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 58 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY HARDWARE, 2017–2020 (USD MILLION)
TABLE 59 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY HARDWARE, 2021–2026 (USD MILLION)
TABLE 60 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PROCESS INDUSTRY, 2017–2020 (USD MILLION)
TABLE 61 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY PROCESS INDUSTRY, 2021–2026 (USD MILLION)
TABLE 62 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 63 INDUSTRY 4.0 MARKET FOR MACHINE VISION, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.5.1 CAMERA
6.5.1.1 Digital Camera
6.5.1.2 Smart Camera
6.5.2 FRAME GRABBERS, OPTICS, AND LED LIGHTING
6.5.2.1 Increasing demand for LED and laser lighting
6.5.3 PROCESSOR AND SOFTWARE
6.5.3.1 Important part of machine vision systems
6.6 INDUSTRY 4.0 MARKET FOR HMI
6.6.1 INDUSTRY 4.0 MARKET FOR HMI, BY OFFERING
FIGURE 29 HMI MARKET, BY OFFERING
TABLE 64 INDUSTRY 4.0 MARKET FOR HMI, BY OFFERING, 2017–2020 (USD MILLION)
TABLE 65 INDUSTRY 4.0 MARKET FOR HMI, BY OFFERING, 2021–2026 (USD MILLION)
6.6.1.1 Hardware
FIGURE 30 INDUSTRY 4.0 MARKET FOR HMI, BY HARDWARE
TABLE 66 INDUSTRY 4.0 MARKET FOR HMI, BY HARDWARE, 2017–2020 (USD MILLION)
TABLE 67 INDUSTRY 4.0 MARKET FOR HMI, BY HARDWARE, 2021–2026 (USD MILLION)
6.6.1.1.1 Basic HMI
6.6.1.1.1.1 High demand for simple and price-sensitive applications
6.6.1.1.2 Advanced Panel-based HMI
6.6.1.1.2.1 Ability to implement high-performance visualization
6.6.1.1.3 Advanced PC-based HMI
6.6.1.1.3.1 Offers IoT and cloud connectivity for big data analytics
6.6.1.1.4 Others
6.6.1.2 Software
FIGURE 31 HMI MARKET, BY SOFTWARE
6.6.1.2.1 On-premises HMI
6.6.1.2.1.1 Increased adoption due to need for data security and customization
6.6.1.2.2 Cloud-based HMI
6.6.1.2.2.1 Low installation cost encourages adoption by small enterprises
TABLE 68 INDUSTRY 4.0 MARKET FOR HMI, BY SOFTWARE, 2017–2020 (USD MILLION)
TABLE 69 INDUSTRY 4.0 MARKET FOR HMI, BY SOFTWARE, 2021–2026 (USD MILLION)
6.6.1.3 Services
6.6.2 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION
FIGURE 32 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION
TABLE 70 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION, 2017–2020 (USD MILLION)
TABLE 71 INDUSTRY 4.0 MARKET FOR HMI, BY CONFIGURATION, 2021–2026 (USD MILLION)
6.6.2.1 Embedded HMI
6.6.2.1.1 Offers enormous benefits to end users
6.6.2.2 Standalone HMI
6.6.2.2.1 Requirement for smaller HMI solutions drives demand
6.6.3 INDUSTRY 4.0 MARKET FOR HMI, BY TECHNOLOGY
6.6.3.1 Motion HMI
6.6.3.2 Bionic HMI
6.6.3.3 Tactile HMI
6.6.3.4 Acoustic HMI
6.6.4 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY
FIGURE 33 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY
TABLE 72 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY, 2017–2020 (USD MILLION)
TABLE 73 INDUSTRY 4.0 MARKET FOR HMI, BY END-USER INDUSTRY, 2021–2026 (USD MILLION)
6.6.4.1 Process industries
FIGURE 34 INDUSTRY 4.0 MARKET FOR HMI, BY PROCESS INDUSTRIES
TABLE 74 INDUSTRY 4.0 MARKET FOR HMI, BY PROCESS INDUSTRIES, 2017–2020 (USD MILLION)
TABLE 75 INDUSTRY 4.0 MARKET FOR HMI, BY PROCESS INDUSTRIES, 2021–2026 (USD MILLION)
6.6.4.1.1 Oil & Gas
6.6.4.1.1.1 Increasing demand for HMI solutions for remote monitoring
6.6.4.1.2 Food & beverages
6.6.4.1.2.1 Stringent quality requirements encourage adoption of HMI solutions
6.6.4.1.3 Pharmaceuticals
6.6.4.1.3.1 Surging adoption of HMI solutions due to complex manufacturing processes
6.6.4.1.4 Chemicals
6.6.4.1.4.1 Demand for HMI solutions to increase operational efficiency
6.6.4.1.5 Energy & power
6.6.4.1.5.1 Surging demand for advanced monitoring solutions
6.6.4.1.6 Metals & mining
6.6.4.1.6.1 High-risk operations require adoption of HMI solutions
6.6.4.1.7 Water & wastewater
6.6.4.1.7.1 Technological advancements in water treatment operations raise need for HMI solutions
6.6.4.1.8 Others
6.6.4.2 Discrete industry
FIGURE 35 INDUSTRY 4.0 MARKET FOR HMI, BY DISCRETE INDUSTRIES
TABLE 76 INDUSTRY 4.0 MARKET FOR HMI, BY DISCRETE INDUSTRY, 2017–2020 (USD MILLION)
TABLE 77 INDUSTRY 4.0 MARKET FOR HMI, BY DISCRETE INDUSTRY, 2021–2026 (USD MILLION)
6.6.4.2.1 Automotive
6.6.4.2.1.1 Technological innovations to boost demand for HMI solutions
6.6.4.2.2 Aerospace & defense
6.6.4.2.2.1 Adoption of HMI solutions to ensure reliability of equipment
6.6.4.2.3 Packaging
6.6.4.2.3.1 Increasing emphasis on quality packaging boosts demand for HMI solutions
6.6.4.2.4 Medical devices
6.6.4.2.4.1 Growing need to monitor medical device manufacturing processes
6.6.4.2.5 Semiconductor & electronics
6.6.4.2.5.1 High competition increases demand for HMI solutions
6.6.4.2.6 Other discrete industries
6.7 INDUSTRY 4.0 MARKET FOR ARTIFICIAL INTELLIGENCE IN MANUFACTURING
TABLE 78 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, 2017–2026 (USD MILLION)
6.7.1 ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY OFFERING
TABLE 79 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY OFFERING, 2017–2020 (USD MILLION)
TABLE 80 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY OFFERING, 2021–2026 (USD MILLION)
6.7.1.1 Hardware
TABLE 81 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY HARDWARE, 2017–2020 (USD MILLION)
TABLE 82 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY HARDWARE, 2021–2026 (USD MILLION)
6.7.1.1.1 Processor
FIGURE 36 GPU MARKET TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
TABLE 83 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY PROCESSOR, 2017–2020 (USD MILLION)
TABLE 84 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY PROCESSOR, 2021–2026 (USD MILLION)
6.7.1.1.1.1 MPU
6.7.1.1.1.2 GPU
6.7.1.1.1.3 FPGA
6.7.1.1.1.4 ASIC
6.7.1.1.2 Memory
6.7.1.1.2.1 Development and deployment of high-bandwidth memory for AI applications
6.7.1.1.3 Network
6.7.1.1.3.1 Increasing demand for next generation networks in smart factories
6.7.1.2 Software
TABLE 85 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR OFFERING, BY SOFTWARE, 2017–2020 (USD MILLION)
TABLE 86 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR OFFERING, BY SOFTWARE, 2021–2026 (USD MILLION)
6.7.1.2.1 AI solutions
6.7.1.2.1.1 On-premises
6.7.1.2.1.1.1 Preferred by data-sensitive enterprises
6.7.1.2.1.2 Cloud
6.7.1.2.1.2.1 AI solution providers focusing on development of robust cloud-based solutions
6.7.1.2.2 AI platform
6.7.1.2.2.1 Machine learning framework
6.7.1.2.2.1.1 Helps speed up smart factory operations
6.7.1.2.2.2 Application program interface
6.7.1.2.2.2.1 Provides building blocks for software applications
6.7.1.3 Services
TABLE 87 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY SERVICES, 2017–2020 (USD MILLION)
TABLE 88 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY SERVICES, 2021–2026 (USD MILLION)
6.7.1.3.1 Deployment & integration
6.7.1.3.1.1 Key service for configuring AI systems in manufacturing
6.7.1.3.2 Support & maintenance
6.7.1.3.2.1 Required to keep systems at an acceptable standard
6.7.1.4 Impact of COVID-19 on various AI technology offerings for manufacturing
6.7.2 INDUSTRY 4.0 MARKET FOR ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY TECHNOLOGY
TABLE 89 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 90 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY TECHNOLOGY, 2021–2026 (USD MILLION)
FIGURE 37 MACHINE LEARNING TO HOLD LARGEST SHARE OF INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING IN 2020 AND 2026
6.7.2.1 Machine learning
TABLE 91 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR MACHINE LEARNING, BY TYPE, 2017–2020 (USD MILLION)
TABLE 92 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR MACHINE LEARNING, BY TYPE, 2021–2026 (USD MILLION)
6.7.2.1.1 Deep learning
6.7.2.1.1.1 In demand for predictive maintenance and quality control purposes
6.7.2.1.2 Supervised learning
6.7.2.1.2.1 Used for facial recognition and other applications
6.7.2.1.3 Reinforcement learning
6.7.2.1.3.1 Allows systems and software to determine ideal behavior to maximize performance
6.7.2.1.4 Unsupervised learning
6.7.2.1.4.1 Uses clustering methods on unlabeled training data
6.7.2.1.5 Others
6.7.2.2 Natural language processing
6.7.2.2.1 Serves wide range of speech recognition applications
6.7.2.3 Context-aware computing
6.7.2.3.1 Accelerated growth due to development of sophisticated hard and soft sensors
TABLE 93 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2017–2020 (USD MILLION)
TABLE 94 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2021–2026 (USD MILLION)
6.7.2.4 Computer vision
6.7.2.4.1 Used for predictive maintenance and machinery inspection purposes
6.7.3 ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY APPLICATION
TABLE 95 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 96 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY APPLICATION, 2021–2026 (USD MILLION)
FIGURE 38 QUALITY CONTROL TO WITNESS HIGHEST GROWTH THROUGH FORECAST PERIOD
6.7.3.1 Predictive maintenance and machinery inspection
6.7.3.1.1 Provides framework for all planned maintenance activities
6.7.3.2 Material movement
6.7.3.2.1 AI-based technology streamlines in-plant logistics
6.7.3.3 Production planning
6.7.3.3.1 Helps standardize product and process sequence
6.7.3.4 Field services
6.7.3.4.1 Extensively used in heavy metals & machine manufacturing, oil & gas, and energy & power industries
6.7.3.5 Quality control
6.7.3.5.1 Wide use of AI-based quality control systems in pharmaceuticals, food & beverages, and semiconductor industries
6.7.3.6 Cybersecurity
6.7.3.6.1 Growing need for cybersecurity systems due to automation in manufacturing
6.7.3.7 Industrial robots
6.7.3.7.1 Help increase productivity and efficiency
6.7.3.8 Reclamation
6.7.3.8.1 AI-based systems used to detect important components in waste or slag
6.7.4 ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY INDUSTRY
TABLE 97 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 98 INDUSTRY 4.0 MARKET FOR AI IN MANUFACTURING, BY INDUSTRY, 2021–2026 (USD MILLION)
FIGURE 39 AUTOMOBILE HELD LARGEST SIZE OF AI IN MANUFACTURING MARKET IN 2020
6.7.4.1 Automobile
6.7.4.1.1 Wide use of machine learning and computer vision in automobile industry
6.7.4.1.2 Impact of COVID-19 on AI in manufacturing market for automobile industry
6.7.4.2 Energy & power
6.7.4.2.1 AI-based solutions enhance production output and reduce downtime
6.7.4.2.2 Impact of COVID-19 on AI in manufacturing market for energy & power industry
6.7.4.3 Pharmaceuticals
6.7.4.3.1 Growing demand for AI solutions from Chinese pharmaceuticals industry
6.7.4.3.2 Impact of COVID-19 on AI in manufacturing market for pharmaceuticals industry
6.7.4.4 Heavy metals & machine manufacturing
6.7.4.4.1 Heavy demand for AI solutions expected from APAC
6.7.4.4.2 Impact of COVID-19 on AI in manufacturing market for heavy metals & machine manufacturing industry
6.7.4.5 Semiconductors & electronics
6.7.4.5.1 AI likely to optimize production cost, technology implementation, and integration of components
6.7.4.5.2 Impact of COVID-19 on AI in manufacturing market for semiconductor & electronics industry
6.7.4.6 Food & beverages
6.7.4.6.1 AI-based solutions enhance quality of food production
6.7.4.6.2 Impact of COVID-19 on AI in manufacturing market for food & beverages industry
6.7.4.7 Others
6.8 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN
6.8.1 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY TECHNOLOGY
FIGURE 40 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY TECHNOLOGY
6.8.1.1 Internet of Things (IOT)
6.8.1.2 Blockchain
6.8.1.3 Artificial intelligence & machine learning
6.8.1.4 Augmented reality, virtual reality & mixed reality
6.8.1.5 Big data analytics
6.8.1.6 5G
6.8.2 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE
FIGURE 41 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE
TABLE 99 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE, 2017–2020 (USD MILLION)
TABLE 100 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY USAGE TYPE, 2021–2026 (USD MILLION)
6.8.2.1 Product digital twin
6.8.2.1.1 Expected to witness significant growth during forecast period
6.8.2.2 Process digital twin
6.8.2.2.1 Plays major role in digital twin market
6.8.2.3 System digital twin
6.8.2.3.1 Expected to dominate market during forecast period
6.8.3 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION
FIGURE 42 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION
FIGURE 43 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION (2021–2026)
TABLE 101 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 102 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY APPLICATION, 2021–2026 (USD MILLION)
6.8.3.1 Product design & development
6.8.3.1.1 Expected to register steady market growth
6.8.3.2 Performance monitoring
6.8.3.2.1 Likely to see rising demand in future
6.8.3.3 Predictive maintenance
6.8.3.3.1 Reduces maintenance costs and operational downtime
6.8.3.4 Inventory management
6.8.3.4.1 High demand in transportation & logistics industry
6.8.3.5 Business optimization
6.8.3.5.1 Expected to dominate market during forecast period
6.8.3.6 Others
6.8.4 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY
FIGURE 44 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY
TABLE 103 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 104 INDUSTRY 4.0 MARKET FOR DIGITAL TWIN, BY INDUSTRY, 2021–2026 (USD MILLION)
FIGURE 45 AUTOMOTIVE & TRANSPORTATION TO DOMINATE INDUSTRY 4.0 MARKET FOR DIGITAL TWIN DURING FORECAST PERIOD
6.8.4.1 Aerospace & defense
6.8.4.1.1 Expected to witness significant market growth
6.8.4.2 Automotive
6.8.4.2.1 Likely to dominate Industry 4.0 market during forecast period
6.8.4.3 Home & commercial
6.8.4.3.1 Stable growth expected in post-COVID-19 period
6.8.4.4 Healthcare
6.8.4.4.1 Least affected segment during COVID-19 crisis
6.8.4.5 Energy & utilities
6.8.4.5.1 Increasing digitalization to boost market
6.8.4.6 Oil & gas
6.8.4.6.1 High demand for system digital twins
6.8.4.7 Agriculture
6.8.4.7.1 Expected to witness significant growth during forecast period
6.8.4.8 Telecommunication
6.8.4.8.1 Expected to boost market growth post 5G commercialization
6.8.4.9 Retail
6.8.4.9.1 Inventory management segment to account for largest share of market
6.8.4.10 Others
6.8.4.10.1 Increasing demand for digital twin in semiconductor manufacturing industry
6.9 INDUSTRY 4.0 MARKET FOR AUTOMATED GUIDED VEHICLES (AGV)
6.9.1 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE
FIGURE 46 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE
FIGURE 47 TOW VEHICLES SEGMENT ESTIMATED TO ACCOUNT FOR LARGEST SIZE OF AGV MARKET IN 2021
TABLE 105 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE, 2017–2020 (USD MILLION)
TABLE 106 INDUSTRY 4.0 MARKET FOR AGV, BY TYPE, 2021–2026 (USD MILLION)
6.9.1.1 Tow vehicles
6.9.1.1.1 Expected to hold largest size of market in 2020
TABLE 107 INDUSTRY 4.0 MARKET FOR AGV, FOR TOW VEHICLES, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 108 INDUSTRY 4.0 MARKET FOR AGV, FOR TOW VEHICLES, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.2 Unit load carriers
6.9.1.2.1 Major demand from automotive industry
TABLE 109 INDUSTRY 4.0 MARKET FOR AGV, FOR UNIT LOAD CARRIERS, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 110 INDUSTRY 4.0 MARKET FOR AGV, FOR UNIT LOAD CARRIERS, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.3 Pallet trucks
6.9.1.3.1 Vision-guided pallet trucks to register highest growth during forecast period
TABLE 111 INDUSTRY 4.0 MARKET FOR PALLET TRUCKS, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 112 INDUSTRY 4.0 MARKET FOR PALLET TRUCKS, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.4 Assembly line vehicles
6.9.1.4.1 Wide use for transportation of subassemblies
TABLE 113 INDUSTRY 4.0 MARKET FOR AGV, FOR ASSEMBLY LINE VEHICLES, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 114 INDUSTRY 4.0 MARKET FOR AGV, FOR ASSEMBLY LINE VEHICLES, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.5 Forklift trucks
6.9.1.5.1 Increasing demand for forklift trucks in applications involving heavy materials
TABLE 115 INDUSTRY 4.0 MARKET FOR AGV, FOR FORKLIFT TRUCKS, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 116 INDUSTRY 4.0 MARKET FOR AGV, FOR FORKLIFT TRUCKS, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.1.6 Others
TABLE 117 INDUSTRY 4.0 MARKET FOR AGV, FOR OTHER TYPES, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 118 INDUSTRY 4.0 MARKET FOR AGV, FOR OTHER TYPES, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.2 INDUSTRY 4.0 MARKET FOR AGV, BY NAVIGATION TECHNOLOGY
FIGURE 48 AGV MARKET, BY NAVIGATION TECHNOLOGY
TABLE 119 INDUSTRY 4.0 MARKET FOR AGV, BY NAVIGATION TECHNOLOGY, 2017–2020 (USD MILLION)
TABLE 120 INDUSTRY 4.0 MARKET FOR AGV, BY NAVIGATION TECHNOLOGY, 2021–2026 (USD MILLION)
6.9.2.1 Laser guidance
6.9.2.1.1 Expected to hold largest size of market during forecast period
6.9.2.2 Magnetic guidance
6.9.2.2.1 Chiefly used in food & beverages and automotive industries
6.9.2.3 Inductive guidance
6.9.2.3.1 Wide use due to lack of intereference from external noise
6.9.2.4 Optical tape guidance
6.9.2.4.1 Increasing demand in end use industries requiring clean environments
6.9.2.5 Vision guidance
6.9.2.5.1 Expected to register highest CAGR during forecast period
6.9.2.6 Others
6.9.3 INDUSTRY 4.0 MARKET FOR AGV, BY INDUSTRY
FIGURE 49 AGV MARKET, BY INDUSTRY
FIGURE 50 AUTOMOTIVE SEGMENT TO HOLD LARGEST SIZE OF INDUSTRY 4.0 MARKET FOR AGV FROM 2021 TO 2026
TABLE 121 INDUSTRY 4.0 MARKET FOR AGV, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 122 INDUSTRY 4.0 MARKET FOR AGV, BY INDUSTRY, 2020–2025 (USD MILLION)
6.9.3.1 Automotive
6.9.3.1.1 Largest share of market during forecast period
6.9.3.2 Metal & heavy machinery
6.9.3.2.1 Growing demand for AGVs to ensure safety in material handling
6.9.3.3 Food & beverages
6.9.3.3.1 Increased global demand driving adoption of AGVs
6.9.3.4 Chemicals
6.9.3.4.1 Use of AGVs to ensure employee safety and manage workflow effectively
6.9.3.5 Healthcare
6.9.3.5.1 Wide use of AGVS to comply with clean environment requirements
6.9.3.6 3PL
6.9.3.6.1 Increased online retailing activities drives demand for AGVs
6.9.3.7 Semiconductors & electronics
6.9.3.7.1 Increased demand for AGVs in cleanroom applications
6.9.3.8 Aviation
6.9.3.8.1 Use of AGVs for manufacturing and assembly operations
6.9.3.9 E-commerce
6.9.3.9.1 Expected to grow at highest rate from 2021 to 2026
6.9.3.10 Others
6.10 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING
6.10.1 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE
FIGURE 51 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE
FIGURE 52 VIBRATION MONITORING SEGMENT TO ACCOUNT FOR LARGEST SIZE
OF INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING
FROM 2021 TO 2026
TABLE 123 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 124 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.1.1 Vibration monitoring
6.10.1.1.1 Significance of route-based monitoring services in vibration monitoring technique
FIGURE 53 INDUSTRY 4.0 MARKET FOR VIBRATION MONITORING, BY SYSTEM TYPE, 2020
6.10.1.2 Embedded systems
6.10.1.2.1 Wide adoption in oil & gas and power generation industries
6.10.1.3 Vibration analyzers and meters
6.10.1.3.1 Support effective machine condition monitoring
6.10.1.4 Thermography
6.10.1.4.1 High adoption due to ability to detect large number of defects
6.10.1.5 Oil analysis
6.10.1.5.1 Advantages of oil analysis make it prominent machine condition monitoring technique
FIGURE 54 ADVANTAGES OF OIL ANALYSIS TECHNIQUE
6.10.1.6 Corrosion monitoring
6.10.1.6.1 Defects detected by corrosion monitoring help prevent corrosion of equipment
6.10.1.7 Ultrasound emission
6.10.1.7.1 Ultrasound emission monitoring helps detect defects in electric equipment
6.10.1.8 Motor current analysis
6.10.1.8.1 Early detection of faults by motor current analysis monitoring technique
6.10.2 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING
FIGURE 55 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING
FIGURE 56 HARDWARE SEGMENT TO ACCOUNT FOR LARGER SHARE OF INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING, FROM 2021 TO 2026
TABLE 125 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING, 2017–2020 (USD MILLION)
TABLE 126 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY OFFERING, 2021–2026 (USD MILLION)
6.10.2.1 Hardware
6.10.2.1.1 Vibration sensors
6.10.2.1.2 Accelerometers
6.10.2.1.2.1 Increased deployment in industrial plants to monitor machine acceleration
6.10.2.1.3 Proximity probes
6.10.2.1.3.1 Used for accurate displacement measurement of devices
6.10.2.1.4 Tachometers
6.10.2.1.4.1 Rising adoption to effectively monitor speed of rotating machines
6.10.2.1.5 Infrared sensors
6.10.2.1.5.1 Thermal infrared sensors
6.10.2.1.5.1.1 Increased use to detect possible heat-induced faults in machines
6.10.2.1.5.2 Quantum infrared sensors
6.10.2.1.5.2.1 High demand for quantum infrared sensors to identify temperature variations in machines
6.10.2.1.6 Spectrometers
6.10.2.1.6.1 Infrared spectrometers
6.10.2.1.6.1.1 Growing demand for infrared spectrometers to identify various materials
6.10.2.1.6.2 Ultraviolet spectrometers
6.10.2.1.6.2.1 Significant tools for oil analysis
6.10.2.1.6.3 Atomic spectrometers
6.10.2.1.6.3.1 Increasingly used to identify foreign particles in oil samples
6.10.2.1.6.4 Mass spectrometers
6.10.2.1.6.4.1 Used to identify contaminating compounds in lubricating oil samples
6.10.2.1.7 Ultrasound detectors
6.10.2.1.7.1 Sound pressure meters
6.10.2.1.7.1.1 Increased use for noise level measurements
6.10.2.1.7.2 Stethoscopes
6.10.2.1.7.2.1 Surging penetration in industries to monitor noise in machine components
6.10.2.1.7.3 Ultrasound leak detectors
6.10.2.1.7.3.1 Growing adoption for identification of leakage in vacuum and compressed air systems
6.10.2.1.8 Spectrum analyzers
6.10.2.1.8.1 Real-time spectrum analyzers
6.10.2.1.8.1.1 Increased adoption for motor current analysis
6.10.2.1.9 Corrosion probes
6.10.2.1.9.1 Growing use for corrosion rate measurements
6.10.2.1.10 Others
TABLE 127 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING HARDWARE, BY TYPE, 2017–2020 (USD MILLION)
TABLE 128 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING HARDWARE, BY TYPE, 2021–2026 (USD MILLION)
6.10.2.2 Software
TABLE 129 LIST OF MACHINE CONDITION MONITORING SOFTWARE PROVIDERS
6.10.2.2.1 Data integration
6.10.2.2.1.1 Eliminates need to maintain multiple data logs for monitoring equipment
6.10.2.2.2 Diagnostic reporting
6.10.2.2.2.1 Increased use to analyze overall health of industrial machines and plants
6.10.2.2.3 Order tracking analysis
6.10.2.2.3.1 Increasingly used for signal amplitude measurements
6.10.2.2.4 Parameter calculation
6.10.2.2.4.1 Increased deployment in industrial plants to evaluate reliability parameters of equipment
TABLE 130 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING SOFTWARE, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 131 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING SOFTWARE, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.3 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE
FIGURE 57 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE
FIGURE 58 ON-PREMISES DEPLOYMENT SEGMENT TO ACCOUNT FOR LARGER SIZE OF INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING
BY DEPLOYMENT FROM 2021 TO 2026
TABLE 132 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE, 2017–2020 (USD MILLION)
TABLE 133 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY DEPLOYMENT TYPE, 2021–2026 (USD MILLION)
6.10.3.1 On-premises deployment
6.10.3.1.1 Limitations of on-premises deployment to impact market growth
FIGURE 59 LIMITATIONS OF ON-PREMISES DEPLOYMENT OF MACHINE CONDITION MONITORING SOLUTIONS AND SYSTEMS
6.10.3.2 Cloud deployment
6.10.3.2.1 Advantages over on-premises deployment to drive demand
FIGURE 60 ADVANTAGES OF CLOUD DEPLOYMENT OF MACHINE CONDITION MONITORING SYSTEMS AND SOLUTIONS
6.10.4 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS
FIGURE 61 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS
FIGURE 62 ONLINE CONDITION MONITORING SEGMENT TO LEAD INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING FROM 2021 TO 2026
TABLE 134 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS, 2017–2020 (USD MILLION)
TABLE 135 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY MONITORING PROCESS, 2021–2026 (USD MILLION)
6.10.4.1 Online condition monitoring
6.10.4.1.1 Delivers real-time machinery health information to plant operators
TABLE 136 INDUSTRY 4.0 MARKET FOR ONLINE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 137 INDUSTRY 4.0 MARKET FOR ONLINE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.4.2 Portable condition monitoring
6.10.4.2.1 Cost-effective condition monitoring process
TABLE 138 INDUSTRY 4.0 MARKET FOR PORTABLE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2017–2020 (USD MILLION)
TABLE 139 INDUSTRY 4.0 MARKET FOR PORTABLE MACHINE CONDITION MONITORING, BY MONITORING TECHNIQUE, 2021–2026 (USD MILLION)
6.10.5 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY
FIGURE 63 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY
TABLE 140 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 141 INDUSTRY 4.0 MARKET FOR MACHINE CONDITION MONITORING, BY INDUSTRY, 2021–2026 (USD MILLION)
6.10.5.1 Oil & gas
6.10.5.1.1 Use of Industry 4.0 solutions to address machine condition monitoring requirements
6.10.5.2 Power generation
6.10.5.2.1 Investments in sustainable energy to increase adoption of machine condition monitoring systems and solutions
FIGURE 64 GLOBAL INVESTMENTS IN RENEWABLE ENERGY, 2010–2019 (USD BILLION)
6.10.5.3 Mining & metals
6.10.5.3.1 Use of vibration sensors to identify faults in mining machinery
6.10.5.4 Chemicals
6.10.5.4.1 Deployment of machine condition monitoring solutions and systems to monitor chemical processes
6.10.5.5 Automotive
6.10.5.5.1 IoT enables adoption of simple machine condition monitoring solutions
6.10.5.6 Aerospace & defense
6.10.5.6.1 Adoption of smart factory solutions for machine condition monitoring
6.10.5.7 Food & beverages
6.10.5.7.1 Rapid technological developments to fuel demand for machine condition monitoring systems and solutions
6.10.5.8 Marine
6.10.5.8.1 Predictive maintenance gaining significant importance in global marine industry
6.10.5.9 Others
7 GEOGRAPHIC ANALYSIS
7.1 INTRODUCTION
FIGURE 65 INDUSTRY 4.0 MARKET IN US TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
TABLE 143 INDUSTRY 4.0 MARKET, BY REGION, 2021–2026 (USD BILLION)
7.2 NORTH AMERICA
FIGURE 66 NORTH AMERICA: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.2.1 US
7.2.1.1 Growing manufacturing base accounts for large size of
Industry 4.0 market
7.2.2 CANADA
7.2.2.1 Demand from food & beverage processing industry to drive market
7.2.3 MEXICO
7.2.3.1 Growing government impetus propelling demand for
Industry 4.0 technologies
TABLE 145 INDUSTRY 4.0 MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD BILLION)
7.3 EUROPE
FIGURE 67 EUROPE: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.3.1 GERMANY
7.3.1.1 Government initiatives to promote smart factories drives market growth
7.3.2 UK
7.3.2.1 Growing market for AI and blockchain propels growth of Industry 4.0 market
7.3.3 FRANCE
7.3.3.1 Increasing government efforts to boost use of AI and IoT technologies in manufacturing sector
7.3.4 REST OF EUROPE
7.3.4.1 Increasing manufacturing base offers lucrative growth opportunities
TABLE 146 INDUSTRY 4.0 MARKET IN EUROPE, BY COUNTRY, 2017–2020 (USD BILLION)
TABLE 147 INDUSTRY 4.0 MARKET IN EUROPE, BY COUNTRY, 2021–2026 (USD BILLION)
7.4 APAC
FIGURE 68 APAC: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.4.1 CHINA
7.4.1.1 Increasing labor costs contribute to growth of Industry 4.0 market
7.4.2 JAPAN
7.4.2.1 Ongoing developments in smart manufacturing processes to boost market
7.4.3 INDIA
7.4.3.1 Make in India campaign to boost demand for Industry 4.0 solutions in manufacturing sector
7.4.4 SOUTH KOREA
7.4.4.1 Increasing government investments to spur market growth
7.4.5 REST OF APAC
7.4.5.1 Developing manufacturing sector to support Industry 4.0 market growth
TABLE 149 INDUSTRY 4.0 MARKET IN APAC, BY COUNTRY, 2021–2026 (USD BILLION)
7.5 ROW
FIGURE 69 ROW: SNAPSHOT OF INDUSTRY 4.0 MARKET
7.5.1 SOUTH AMERICA
7.5.1.1 Increasing penetration of AI and IoT technologies in Brazil and Argentina to drive market growth
7.5.2 MIDDLE EAST & AFRICA
7.5.2.1 High adoption of advanced automation solutions in Middle East oil & gas sector
TABLE 151 INDUSTRY 4.0 MARKET IN ROW, BY REGION, 2021–2026 (USD BILLION)
7.6 IMPACT OF COVID-19 ON REGIONS
8 COMPETITIVE LANDSCAPE
8.1 OVERVIEW
8.2 TOP 5 COMPANY REVENUE ANALYSIS
FIGURE 70 FIVE-YEAR REVENUE ANALYSIS OF TOP 5 PLAYERS IN INDUSTRY 4.0 MARKET
8.3 MARKET SHARE ANALYSIS (2020)
TABLE 152 INDUSTRIAL ROBOTS MARKET: MARKET SHARE ANALYSIS
TABLE 153 INDUSTRIAL SENSORS MARKET: MARKET SHARE ANALYSIS
TABLE 154 INDUSTRIAL 3D PRINTING MARKET: MARKET SHARE ANALYSIS
TABLE 155 DIGITAL TWIN MARKET: MARKET SHARE ANALYSIS
TABLE 156 AI IN MANUFACTURING MARKET: MARKET SHARE ANALYSIS
8.4 COMPANY EVALUATION QUADRANT, 2020
8.4.1 STAR
8.4.2 PERVASIVE
8.4.3 EMERGING LEADER
8.4.4 PARTICIPANT
FIGURE 71 INDUSTRY 4.0 MARKET (GLOBAL) COMPANY EVALUATION QUADRANT, 2020
8.5 SMALL AND MEDIUM ENTERPRISES (SME) EVALUATION QUADRANT, 2020
8.5.1 PROGRESSIVE COMPANY
8.5.2 RESPONSIVE COMPANY
8.5.3 DYNAMIC COMPANY
8.5.4 STARTING BLOCK
FIGURE 72 INDUSTRY 4.0 MARKET (GLOBAL), SME EVALUATION QUADRANT, 2020
TABLE 157 INDUSTRY 4.0 MARKET: COMPANY FOOTPRINT
TABLE 158 COMPANY INDUSTRY FOOTPRINT
TABLE 159 COMPANY REGION FOOTPRINT
8.6 COMPETITIVE SCENARIO
TABLE 160 INDUSTRY 4.0 MARKET: PRODUCT LAUNCHES, MARCH 2020?MARCH 2021
TABLE 161 INDUSTRY 4.0 MARKET: DEALS, MARCH 2020?MARCH 2021
9 COMPANY PROFILES
(Business overview, Products offered, Recent developments & MnM View)*
9.1 KEY PLAYERS
9.1.1 3D SYSTEMS
TABLE 162 3D SYSTEMS: BUSINESS OVERVIEW
FIGURE 73 3D SYSTEMS: COMPANY SNAPSHOT
9.1.2 ABB
TABLE 163 ABB: BUSINESS OVERVIEW
FIGURE 74 ABB: COMPANY SNAPSHOT
9.1.3 ADVANTECH
TABLE 164 ADVANTECH: BUSINESS OVERVIEW
FIGURE 75 ADVANTECH: COMPANY SNAPSHOT
9.1.4 BASLER
TABLE 165 BASLER: BUSINESS OVERVIEW
FIGURE 76 BASLER: COMPANY SNAPSHOT
9.1.5 CISCO SYSTEMS
TABLE 166 CISCO SYSTEMS: BUSINESS OVERVIEW
FIGURE 77 CISCO SYSTEMS: COMPANY SNAPSHOT
9.1.6 COGNEX CORPORATION
TABLE 167 COGNEX CORPORATION: BUSINESS OVERVIEW
FIGURE 78 COGNEX CORPORATION: COMPANY SNAPSHOT
9.1.7 DAIFUKU
TABLE 168 DAIFUKU: BUSINESS OVERVIEW
FIGURE 79 DAIFUKU: COMPANY SNAPSHOT
9.1.8 EMERSON ELECTRIC
TABLE 169 EMERSON ELECTRIC: BUSINESS OVERVIEW
FIGURE 80 EMERSON ELECTRIC: COMPANY SNAPSHOT
9.1.9 GENERAL ELECTRIC
TABLE 170 GENERAL ELECTRIC : BUSINESS OVERVIEW
FIGURE 81 GENERAL ELECTRIC: COMPANY SNAPSHOT
9.1.10 HONEYWELL INTERNATIONAL
FIGURE 82 HONEYWELL INTERNATIONAL: COMPANY SNAPSHOT
9.1.11 IBM
TABLE 171 IBM: BUSINESS OVERVIEW
FIGURE 83 IBM: COMPANY SNAPSHOT
9.1.12 INTEL
TABLE 172 INTEL: BUSINESS OVERVIEW
FIGURE 84 INTEL: COMPANY SNAPSHOT
9.1.13 JOHN BEAN TECHNOLOGIES CORPORATION
TABLE 173 JOHN BEAN TECHNOLOGIES CORPORATION : BUSINESS OVERVIEW
FIGURE 85 JOHN BEAN TECHNOLOGIES CORPORATION: COMPANY SNAPSHOT
9.1.14 NVIDIA
TABLE 174 NVIDIA: BUSINESS OVERVIEW
FIGURE 86 NVIDIA: COMPANY SNAPSHOT
9.1.15 SIEMENS
TABLE 175 SIEMENS: BUSINESS OVERVIEW
FIGURE 87 SIEMENS: COMPANY SNAPSHOT
9.1.16 STRATASYS
TABLE 176 STRATASYS: BUSINESS OVERVIEW
FIGURE 88 STRATASYS: COMPANY SNAPSHOT
9.1.17 TECHMAN ROBOT
TABLE 177 TECHMAN ROBOT: BUSINESS OVERVIEW
9.1.18 UNIVERSAL ROBOTS
TABLE 178 UNIVERSAL ROBOTS : BUSINESS OVERVIEW
*Details on Business overview, Products offered, Recent developments & MnM View might not be captured in case of unlisted companies.
9.2 OTHER PLAYERS
9.2.1 ADDVERB TECHNOLOGIES
9.2.2 AIBRAIN
9.2.3 ALGOLUX
9.2.4 BECKHOFF AUTOMATION
9.2.5 BIGCHAINDB GMBH
9.2.6 LOGILUBE
9.2.7 PRATITI TECHNOLOGIES
9.2.8 SCULPTEO
9.2.9 SIGFOX
10 ADJACENT AND RELATED MARKETS
10.1 INTRODUCTION
10.2 LIMITATIONS
10.3 EXTENDED REALITY MARKET, BY REGION
TABLE 179 EXTENDED REALITY MARKET, BY REGION, 2017–2020 (USD BILLION)
TABLE 180 EXTENDED REALITY MARKET, BY REGION, 2021–2026 (USD BILLION)
10.3.1 NORTH AMERICA
TABLE 181 EXTENDED REALITY MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 182 EXTENDED REALITY MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD MILLION)
10.3.2 EUROPE
TABLE 183 EXTENDED REALITY MARKET IN EUROPE, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 184 EXTENDED REALITY MARKET IN EUROPE, BY COUNTRY, 2021–2026 (USD MILLION)
10.3.3 APAC
TABLE 185 EXTENDED REALITY MARKET IN APAC, BY COUNTRY, 2017–2020 (USD MILLION)
TABLE 186 EXTENDED REALITY MARKET IN APAC, BY COUNTRY, 2021–2026 (USD MILLION)
10.3.4 ROW
TABLE 187 EXTENDED REALITY MARKET IN ROW, BY REGION, 2017–2020 (USD MILLION)
TABLE 188 EXTENDED REALITY MARKET IN ROW, BY REGION, 2021–2026 (USD MILLION)
11 APPENDIX
11.1 INSIGHTS OF INDUSTRY EXPERTS
11.2 DISCUSSION GUIDE
11.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
11.4 AVAILABLE CUSTOMIZATIONS
11.5 RELATED REPORTS
11.6 AUTHOR DETAILS
