COVID-19 Impact on Smart Grid Market by Component (Hardware, Software and Services) and Region - Global Forecast to 2021
“Increasing investments for modernization of aging grid infrastructure is expected to drive the growth of the smart grid market.”
The global smart grid market size is expected to grow from an estimated value of USD 26.9 billion in 2020 to USD 28.8 billion by 2021, at a CAGR of 7.1% from 2020 to 2021 in the realistic scenario. Grid modernization efforts vary with utility companies across the world. For instance, some vendors focus on the ongoing replacement of aging infrastructure, and some are working to interconnect greener and more distributed energy sources. In contrast, others are focused on utilizing improved diagnostics to give grid operators more visibility into the system and enhance grid reliability, flexibility, and resiliency.
Smart grids enable two-way communication between utilities and end-users, whereas the traditional system consists of electrical wires, wires, cables, towers, and distribution lines. Increased investments in the digitalization of the grid by implementing advanced communication technology will fuel the growth of smart grid market. The smart grid also helps during the period of uncertainties. Presently, the lockdown due to COVID-19 drives the requirement of smart systems to manage grid operations so that there is minimum human intervention.
“The software segment is expected to be the largest market, by component during the forecast period.”
The smart grid market, by component, is segmented into hardware, software, and services. The software segment holds the largest market share as it simplifies the implementation and functionality of the smart grid. It also supports the construction and maintenance of smart grids, including infrastructure management, advanced technical calculations (based on static and dynamic data), forecasting and planning production of energy, control & regulation of voltage levels & reactive power. Furthermore, the smart grid software helps ensure the effective management of smart grid operations, improves process efficiency, and reduces energy production costs, thereby increasing the demand for the software segment in the market.
“North America is expected to lead the smart grid industry during the forecast period “
The smart grid market in North America is expected to be the largest during the forecast period. This growth is attributed to the increasing investments in smart grid infrastructure and the early adoption of smart grid projects. The growing trend of smart cities, smart communities, and electric vehicles are also driving the market for smart grid management. Furthermore, the smaller cooperative utilities are expected to inject funds for smart grid deployments in the US.
Research Coverage
This report covers the COVID-19 impact on the smart grid market based on components and regions.
Reasons to Buy the Report:
The global smart grid market size is expected to grow from an estimated value of USD 26.9 billion in 2020 to USD 28.8 billion by 2021, at a CAGR of 7.1% from 2020 to 2021 in the realistic scenario. Grid modernization efforts vary with utility companies across the world. For instance, some vendors focus on the ongoing replacement of aging infrastructure, and some are working to interconnect greener and more distributed energy sources. In contrast, others are focused on utilizing improved diagnostics to give grid operators more visibility into the system and enhance grid reliability, flexibility, and resiliency.
Smart grids enable two-way communication between utilities and end-users, whereas the traditional system consists of electrical wires, wires, cables, towers, and distribution lines. Increased investments in the digitalization of the grid by implementing advanced communication technology will fuel the growth of smart grid market. The smart grid also helps during the period of uncertainties. Presently, the lockdown due to COVID-19 drives the requirement of smart systems to manage grid operations so that there is minimum human intervention.
“The software segment is expected to be the largest market, by component during the forecast period.”
The smart grid market, by component, is segmented into hardware, software, and services. The software segment holds the largest market share as it simplifies the implementation and functionality of the smart grid. It also supports the construction and maintenance of smart grids, including infrastructure management, advanced technical calculations (based on static and dynamic data), forecasting and planning production of energy, control & regulation of voltage levels & reactive power. Furthermore, the smart grid software helps ensure the effective management of smart grid operations, improves process efficiency, and reduces energy production costs, thereby increasing the demand for the software segment in the market.
“North America is expected to lead the smart grid industry during the forecast period “
The smart grid market in North America is expected to be the largest during the forecast period. This growth is attributed to the increasing investments in smart grid infrastructure and the early adoption of smart grid projects. The growing trend of smart cities, smart communities, and electric vehicles are also driving the market for smart grid management. Furthermore, the smaller cooperative utilities are expected to inject funds for smart grid deployments in the US.
- By Company Type: Tier 1 – 55 %, Tier 2 – 30%, and Tier 3 – 15%
- By Designation: C-level Executives – 60%, Directors – 20%, Others – 20%
- By Geography: Europe-30%, North America- 25%, Asia Pacific-25%, Middle East & Africa- 10%, and South America-10%
Research Coverage
This report covers the COVID-19 impact on the smart grid market based on components and regions.
Reasons to Buy the Report:
- Illustrative segmentation, analysis, and forecast pertaining to the smart grid industry based on component and region have been conducted to provide an overall view of the smart grid industry considering the detailed impact analysis of COVID-19
- Major drivers and restraints for the smart grid market have been detailed in this report.
1 INTRODUCTION
1.1 COVID-19 HEALTH ASSESSMENT
1.2 COVID-19 ECONOMIC ASSESSMENT
1.2.1 COVID-19 IMPACT ON THE ECONOMY: SCENARIO ASSESSMENT
2 IMPACT OF COVID-19 ON THE SMART GRID ECOSYSTEM
2.1 VALUE CHAIN OF THE SMART GRID INDUSTRY
2.2 IMPACT ON THE VALUE CHAIN
2.2.1 GENERATION
2.2.2 TRANSMISSION
2.2.3 DISTRIBUTION
2.2.4 EPC
2.2.5 MANUFACTURERS/OEMS
2.2.6 SERVICE PROVIDERS
2.3 MACROECONOMIC INDICATORS
2.3.1 DRIVERS
2.3.1.1 Modernization of aging grid infrastructure
2.3.1.2 Improved grid reliability and efficient outage response
2.3.2 RESTRAINTS
2.3.2.1 High initial cost for the deployment of smart grid
technology solutions
2.3.2.2 Lack of standards and interoperability
3 CUSTOMER ANALYSIS
3.1 SHIFT IN TRANSMISSION & DISTRIBUTION
3.1.1 DISRUPTION IN THE INDUSTRY
3.1.2 IMPACT IN CUSTOMERS’ OUTPUT & STRATEGIES TO
RESUME/IMPROVE PRODUCTION
3.1.3 IMPACT ON SUPPLY CHAIN
3.1.4 NEW MARKET OPPORTUNITIES AND KEY INITIATIVES TO REDUCE THE IMPACT
3.2 SHIFT IN GENERATION
3.2.1 DISRUPTION IN THE INDUSTRY
3.2.2 IMPACT IN CUSTOMERS’ OUTPUT AND STRATEGIES TO
RESUME/IMPROVE PRODUCTION
3.2.3 IMPACT ON SUPPLY CHAIN
3.2.4 NEW MARKET OPPORTUNITIES AND KEY INITIATIVES TO REDUCE THE IMPACT
4 SHORT-TERM STRATEGIES OF SMART GRID COMPANIES DUE TO
THE COVID-19 OUTBREAK
4.1 IMPACT ON SOFTWARE COMPANIES’ PORTFOLIO
4.2 IMPACT ON HARDWARE COMPANIES’ PORTFOLIO
4.3 IMPACT ON SERVICES COMPANIES’ PORTFOLIO
4.4 WINNING STRATEGIES TO GAIN MARKET SHARE
4.4.1 SHORT-TERM STRATEGIES
4.4.2 MID-TERM STRATEGIES
4.4.3 LONG-TERM STRATEGIES
4.5 KEY COMPANIES AND THEIR BUSINESS PLANS
5 IMPACT OF COVID-19 ON THE SMART GRID MARKET
5.1 SMART GRID MARKET, BY SOFTWARE
5.1.1 ADVANCED METER INFRASTRUCTURE
5.1.2 SMART GRID DISTRIBUTION MANAGEMENT
5.1.3 SMART GRID NETWORK MANAGEMENT
5.1.4 GRID ASSET MANAGEMENT
5.1.5 SUBSTATION AUTOMATION
5.1.6 SMART GRID SECURITY
5.1.7 BILLING AND CUSTOMER INFORMATION SYSTEM
5.2 SMART GRID MARKET, BY HARDWARE
5.2.1 SMART METER
5.3 SMART GRID MARKET, BY SERVICE
5.3.1 CONSULTING
5.3.2 DEPLOYMENT AND INTEGRATION
5.3.3 SUPPORT AND MAINTENANCE
6 IMPACT OF COVID-19 ON THE SMART GRID MARKET, BY REGION
6.1 INTRODUCTION
6.1.1 OPTIMISTIC SCENARIO
6.1.2 REALISTIC SCENARIO
6.1.3 PESSIMISTIC SCENARIO
6.2 NORTH AMERICA
6.2.1 BY COMPONENT
6.2.2 BY COUNTRY
6.3 EUROPE
6.3.1 BY COMPONENT
6.3.2 BY COUNTRY
6.4 ASIA PACIFIC
6.4.1 BY COMPONENT
6.4.2 BY COUNTRY
6.5 SOUTH AMERICA
6.5.1 BY COMPONENT
6.5.2 BY COUNTRY
6.6 MIDDLE EAST & AFRICA
6.6.1 BY COMPONENT
6.6.2 BY COUNTRY
7 APPENDIX
7.1 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
7.2 AUTHOR DETAILS
1.1 COVID-19 HEALTH ASSESSMENT
1.2 COVID-19 ECONOMIC ASSESSMENT
1.2.1 COVID-19 IMPACT ON THE ECONOMY: SCENARIO ASSESSMENT
2 IMPACT OF COVID-19 ON THE SMART GRID ECOSYSTEM
2.1 VALUE CHAIN OF THE SMART GRID INDUSTRY
2.2 IMPACT ON THE VALUE CHAIN
2.2.1 GENERATION
2.2.2 TRANSMISSION
2.2.3 DISTRIBUTION
2.2.4 EPC
2.2.5 MANUFACTURERS/OEMS
2.2.6 SERVICE PROVIDERS
2.3 MACROECONOMIC INDICATORS
2.3.1 DRIVERS
2.3.1.1 Modernization of aging grid infrastructure
2.3.1.2 Improved grid reliability and efficient outage response
2.3.2 RESTRAINTS
2.3.2.1 High initial cost for the deployment of smart grid
technology solutions
2.3.2.2 Lack of standards and interoperability
3 CUSTOMER ANALYSIS
3.1 SHIFT IN TRANSMISSION & DISTRIBUTION
3.1.1 DISRUPTION IN THE INDUSTRY
3.1.2 IMPACT IN CUSTOMERS’ OUTPUT & STRATEGIES TO
RESUME/IMPROVE PRODUCTION
3.1.3 IMPACT ON SUPPLY CHAIN
3.1.4 NEW MARKET OPPORTUNITIES AND KEY INITIATIVES TO REDUCE THE IMPACT
3.2 SHIFT IN GENERATION
3.2.1 DISRUPTION IN THE INDUSTRY
3.2.2 IMPACT IN CUSTOMERS’ OUTPUT AND STRATEGIES TO
RESUME/IMPROVE PRODUCTION
3.2.3 IMPACT ON SUPPLY CHAIN
3.2.4 NEW MARKET OPPORTUNITIES AND KEY INITIATIVES TO REDUCE THE IMPACT
4 SHORT-TERM STRATEGIES OF SMART GRID COMPANIES DUE TO
THE COVID-19 OUTBREAK
4.1 IMPACT ON SOFTWARE COMPANIES’ PORTFOLIO
4.2 IMPACT ON HARDWARE COMPANIES’ PORTFOLIO
4.3 IMPACT ON SERVICES COMPANIES’ PORTFOLIO
4.4 WINNING STRATEGIES TO GAIN MARKET SHARE
4.4.1 SHORT-TERM STRATEGIES
4.4.2 MID-TERM STRATEGIES
4.4.3 LONG-TERM STRATEGIES
4.5 KEY COMPANIES AND THEIR BUSINESS PLANS
5 IMPACT OF COVID-19 ON THE SMART GRID MARKET
5.1 SMART GRID MARKET, BY SOFTWARE
5.1.1 ADVANCED METER INFRASTRUCTURE
5.1.2 SMART GRID DISTRIBUTION MANAGEMENT
5.1.3 SMART GRID NETWORK MANAGEMENT
5.1.4 GRID ASSET MANAGEMENT
5.1.5 SUBSTATION AUTOMATION
5.1.6 SMART GRID SECURITY
5.1.7 BILLING AND CUSTOMER INFORMATION SYSTEM
5.2 SMART GRID MARKET, BY HARDWARE
5.2.1 SMART METER
5.3 SMART GRID MARKET, BY SERVICE
5.3.1 CONSULTING
5.3.2 DEPLOYMENT AND INTEGRATION
5.3.3 SUPPORT AND MAINTENANCE
6 IMPACT OF COVID-19 ON THE SMART GRID MARKET, BY REGION
6.1 INTRODUCTION
6.1.1 OPTIMISTIC SCENARIO
6.1.2 REALISTIC SCENARIO
6.1.3 PESSIMISTIC SCENARIO
6.2 NORTH AMERICA
6.2.1 BY COMPONENT
6.2.2 BY COUNTRY
6.3 EUROPE
6.3.1 BY COMPONENT
6.3.2 BY COUNTRY
6.4 ASIA PACIFIC
6.4.1 BY COMPONENT
6.4.2 BY COUNTRY
6.5 SOUTH AMERICA
6.5.1 BY COMPONENT
6.5.2 BY COUNTRY
6.6 MIDDLE EAST & AFRICA
6.6.1 BY COMPONENT
6.6.2 BY COUNTRY
7 APPENDIX
7.1 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
7.2 AUTHOR DETAILS
LIST OF TABLES
TABLE 1 EXPECTED EFFECT OF COVID-19 ON ADVANCED METER INFRASTRUCTURE PROMINENT PLAYERS
TABLE 2 EXPECTED EFFECT OF COVID-19 ON SMART GRID DISTRIBUTION MANAGEMENT PROMINENT PLAYERS
TABLE 3 EXPECTED EFFECT OF COVID-19 ON SMART GRID NETWORK MANAGEMENT PROMINENT PLAYERS
TABLE 4 EXPECTED EFFECT OF COVID-19 ON GRID ASSET MANAGEMENT
PROMINENT PLAYERS
TABLE 5 EXPECTED EFFECT OF COVID-19 ON SUBSTATION AUTOMATION
PROMINENT PLAYERS
TABLE 6 EXPECTED EFFECT OF COVID-19 ON SMART GRID SECURITY PROMINENT PLAYERS
TABLE 7 EXPECTED EFFECT OF COVID-19 ON BILLING AND CUSTOMER INFORMATION SYSTEM PROMINENT PLAYERS
TABLE 8 SOFTWARE: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 9 EXPECTED EFFECT OF COVID-19 ON PROMINENT PLAYERS, BY HARDWARE
TABLE 10 HARDWARE: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 11 EXPECTED EFFECT OF COVID-19 ON CONSULTING PROMINENT PLAYERS
TABLE 12 EXPECTED EFFECT OF COVID-19 ON DEPLOYMENT AND INTEGRATION
PROMINENT PLAYERS
TABLE 13 EXPECTED EFFECT OF COVID-19 ON SUPPORT AND MAINTENANCE
PROMINENT PLAYERS
TABLE 14 SERVICES: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 15 OPTIMISTIC SCENARIO: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 16 REALISTIC SCENARIO: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 17 PESSIMISTIC SCENARIO: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 18 NORTH AMERICA: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 19 NORTH AMERICA: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 20 NORTH AMERICA: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 21 EUROPE: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 22 EUROPE: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 23 EUROPE: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 24 ASIA PACIFIC: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 25 ASIA PACIFIC: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 26 ASIA PACIFIC: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 27 SOUTH AMERICA: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 28 SOUTH AMERICA: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 29 SOUTH AMERICA: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 30 MIDDLE EAST & AFRICA: COVID-19 IMPACT ON KEY SECTORS
AND GDP DEVIATIONS
TABLE 31 MIDDLE EAST & AFRICA: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 32 MIDDLE EAST & AFRICA: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 1 EXPECTED EFFECT OF COVID-19 ON ADVANCED METER INFRASTRUCTURE PROMINENT PLAYERS
TABLE 2 EXPECTED EFFECT OF COVID-19 ON SMART GRID DISTRIBUTION MANAGEMENT PROMINENT PLAYERS
TABLE 3 EXPECTED EFFECT OF COVID-19 ON SMART GRID NETWORK MANAGEMENT PROMINENT PLAYERS
TABLE 4 EXPECTED EFFECT OF COVID-19 ON GRID ASSET MANAGEMENT
PROMINENT PLAYERS
TABLE 5 EXPECTED EFFECT OF COVID-19 ON SUBSTATION AUTOMATION
PROMINENT PLAYERS
TABLE 6 EXPECTED EFFECT OF COVID-19 ON SMART GRID SECURITY PROMINENT PLAYERS
TABLE 7 EXPECTED EFFECT OF COVID-19 ON BILLING AND CUSTOMER INFORMATION SYSTEM PROMINENT PLAYERS
TABLE 8 SOFTWARE: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 9 EXPECTED EFFECT OF COVID-19 ON PROMINENT PLAYERS, BY HARDWARE
TABLE 10 HARDWARE: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 11 EXPECTED EFFECT OF COVID-19 ON CONSULTING PROMINENT PLAYERS
TABLE 12 EXPECTED EFFECT OF COVID-19 ON DEPLOYMENT AND INTEGRATION
PROMINENT PLAYERS
TABLE 13 EXPECTED EFFECT OF COVID-19 ON SUPPORT AND MAINTENANCE
PROMINENT PLAYERS
TABLE 14 SERVICES: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 15 OPTIMISTIC SCENARIO: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 16 REALISTIC SCENARIO: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 17 PESSIMISTIC SCENARIO: SMART GRID MARKET SIZE, BY REGION, 2019–2021 (USD MILLION)
TABLE 18 NORTH AMERICA: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 19 NORTH AMERICA: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 20 NORTH AMERICA: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 21 EUROPE: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 22 EUROPE: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 23 EUROPE: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 24 ASIA PACIFIC: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 25 ASIA PACIFIC: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 26 ASIA PACIFIC: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 27 SOUTH AMERICA: COVID-19 IMPACT ON KEY SECTORS AND GDP DEVIATIONS
TABLE 28 SOUTH AMERICA: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 29 SOUTH AMERICA: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
TABLE 30 MIDDLE EAST & AFRICA: COVID-19 IMPACT ON KEY SECTORS
AND GDP DEVIATIONS
TABLE 31 MIDDLE EAST & AFRICA: SMART GRID MARKET SIZE, BY COMPONENT, 2019–2021 (USD MILLION)
TABLE 32 MIDDLE EAST & AFRICA: SMART GRID MARKET SIZE, BY COUNTRY, 2019–2021 (USD MILLION)
LIST OF FIGURES
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECTED COUNTRIES
FIGURE 3 COUNTRIES BEGIN WITH SIMILAR TRAJECTORIES, BUT CURVES DEVIATE
BASED ON MEASURES TAKEN
FIGURE 4 REVISED GDP FORECASTS FOR SELECT G20 COUNTRIES IN 2020
FIGURE 5 CRITERIA IMPACTING THE GLOBAL ECONOMY
FIGURE 6 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
FIGURE 7 SMART GRID VALUE CHAIN
FIGURE 8 IMPACT OF COVID-19 ON THE UK POWER SECTOR
FIGURE 9 REGIONAL IMPACT OF COVID-19 ON SOFTWARE COMPANIES
FIGURE 10 REGIONAL IMPACT OF COVID-19 ON HARDWARE COMPANIES
FIGURE 11 REGIONAL IMPACT OF COVID-19 ON SERVICES COMPANIES
FIGURE 12 PROJECTED MARKET SHARE, SMART GRID MARKET, BY SOFTWARE, 2023: BEFORE COVID-19
FIGURE 13 PROJECTED MARKET SHARE, SMART GRID MARKET, BY SERVICE, 2023: BEFORE COVID-19
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECTED COUNTRIES
FIGURE 3 COUNTRIES BEGIN WITH SIMILAR TRAJECTORIES, BUT CURVES DEVIATE
BASED ON MEASURES TAKEN
FIGURE 4 REVISED GDP FORECASTS FOR SELECT G20 COUNTRIES IN 2020
FIGURE 5 CRITERIA IMPACTING THE GLOBAL ECONOMY
FIGURE 6 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
FIGURE 7 SMART GRID VALUE CHAIN
FIGURE 8 IMPACT OF COVID-19 ON THE UK POWER SECTOR
FIGURE 9 REGIONAL IMPACT OF COVID-19 ON SOFTWARE COMPANIES
FIGURE 10 REGIONAL IMPACT OF COVID-19 ON HARDWARE COMPANIES
FIGURE 11 REGIONAL IMPACT OF COVID-19 ON SERVICES COMPANIES
FIGURE 12 PROJECTED MARKET SHARE, SMART GRID MARKET, BY SOFTWARE, 2023: BEFORE COVID-19
FIGURE 13 PROJECTED MARKET SHARE, SMART GRID MARKET, BY SERVICE, 2023: BEFORE COVID-19
