AI in Energy Management Market By Deployment Type (Cloud, On-premise), By Solution (Renewable Management, Demand Management, Infrastructure Management), By Technology (Machine Learning, Natural Language Processing, Computer Vision), By Application (Energy Generation, Energy Transmission, Energy Distribution, Energy Output Forecasting), By End-user (Manufacturing, Utility, Residential, Government, Retail, Healthcare, Education) - Growth, Share, Opportunities & Competitive Analysis, 2019 – 2027
Key Market Insights
“Rising energy production and consumption worldwide will boost market growth”
The global AI in energy management market is growing tremendously, projected to expand at a CAGR of 21.2% throughout the projected period from 2019 to 2027, starting from US$ 5.10 Bn in 2018.
The global AI in energy management market is majorly driven by the growing energy production & consumption worldwide along with leveraging artificial intelligence (AI) to improve grid stability and the growing need for smart energy management solutions. In 2018, the global primary energy consumption was 1, 57,063.77 TWh raised 2.4% from 1, 53,347.15 TWh in 2017. Moreover, India, China, and the U.S. together accounted for over 2/3rd of the worldwide increase in energy demand. The surge in the use of renewable energy sources is another factor driving the growth of the market. The introduction of cloud-based software to improve service operations, to deliver real-time insights and easy product development are some other major factors expected to enhance the market demand over the forecast period.
The integration of IoT (internet of things) to monitor utility & energy data in the energy management systems is another major factor expected to drive the market growth over the forecast period. The global energy management systems market was valued at around US$ 39.0 Bn in 2018 and anticipated to expand with a CAGR of nearly 19% over the forecast period. Market players are focusing on strategic collaborations for launching advanced AI-based energy management systems. For instance, in November 2019, ABB Ltd. partners with Verdigris Technologies for revolutionizing energy management through artificial intelligence (AI) solutions. They launched two AI-powered applications in the ABB Ability EDCS (Electrical Distribution Control System), Energy Forecasting, and Intelligent Alerts. Intelligent Alerts app will help consumers to identify underlying issues, better manage their assets and Energy Forecasting app will help in reducing electricity bills through tumbling peak demand charges.
Application Analysis
“Growing need for effective energy management services to spur the segment growth”
The energy output forecasting segment dominated the global market in 2018. The segment had the highest share due to a surge in the need for effective energy management services coupled with growing energy consumption worldwide. Artificial intelligence (AI) solutions help in utilizing data through machine learning techniques and statistical algorithms which help in providing better services to consumers.
“Surge in demand to manage energy output globally to spur the segment growth”
The energy generation segment is anticipated to expand with the highest CAGR over the forecast period owing to the growing demand to manage the total energy output from different sources such as wind power stations, solar power plants, thermal plants, and others. The need to match temporal and spatial variations in real-time is another factor for segment growth.
Regional Analysis
“The rise in the integration of AI in the energy industry to enhance North America growth”
In 2018, North America was dominant in the global AI in the energy management market. The region accounted for around 33% of the world market share in the same year. North America was dominant in 2018 due to the rise in the integration of artificial intelligence in the energy industry along with early technological adoption and presence of major market players in the region such as IBM Corporation, Honeywell International, Inc., General Electric Company, and others. The U.S. had the highest share in the North America AI in energy management market in 2018, contributed to more than 82% market share in the same year. The U.S. had a major share due to a surge in government investment coupled with the growing demand for energy. According to a report, the U.S. consumption is expanding at its fastest rate for the last 30 years.
Key Industry Developments:
- In July 2019, Microsoft Corporation and Schneider Electric SE collaborated to launch an accelerator program, artificial intelligence (AI) for green energy in the Microsoft Corporation AI factory in Europe. The program will help start-ups to transform the energy sector in the region by increasing energy efficiency and decreasing consumption.
- In May 2019, Schneider Electric SE acquired a stake in AutoGrid. With the stake acquisition in AutoGrid, Schneider Electric SE establishes a co-innovation partnership. The co-innovation partnership will focus on driving machine learning and artificial intelligence (AI) solutions for the energy industry.
- In February 2020, Eaton Corporation PLC acquired Power Distribution, Inc. With the acquisition of Power Distribution, Inc., Eaton Corporation PLC is anticipated to expand its data center power monitoring and distribution solutions.
- In October 2019, Siemens AG announced the separation of its energy business in a new company called Siemens Energy. Siemens Energy is expected to become a separate entity from April 2020. The new company will work on the reduction of CO2 emissions and will introduce new trends in the energy industry with the help of artificial intelligence (AI).
List of Companies Covered:
- IBM Corporation
- Eaton Corporation PLC
- General Electric Company
- ABB Ltd.
- Siemens AG
- Honeywell International Inc.
- Schneider Electric SE
- Xcel Energy Inc.
- Rockwell Automation
- Wipro Limited
- Microsoft Corporation
Historical & Forecast Period
This study report represents analysis for each segment from 2017 to 2027 considering 2018 to be the base year. Compounded Annual Growth Rate (CAGR) for each of the respective segments estimated for the forecast period from 2019 to 2027.
Market Segmentation
| ATTRIBUTE | DETAILS |
|---|---|
| Research Period | 2017-2027 |
| Base Year | 2018 |
| Forecast Period | 2019-2027 |
| Historical Year | 2017 |
| Unit | US$ Billion |
| Segmentation |
Deployment Type (2017–2027; US$ Bn) |
|
Solution (2017–2027; US$ Bn) |
|
|
Technology (2017–2027; US$ Bn) |
|
|
Application (2017–2027; US$ Bn) |
|
|
End-user (2017–2027; US$ Bn) |
|
|
Geography Segment (2017–2027; US$ Mn) |
The current report also comprehends qualitative and qualitative market valuation factors such as key market drivers, market trends, restraints, and opportunities that give a better market understanding of the overall AI in energy management market. Additionally, the global report also comprises a graphical representation of a competitive landscape based on their market initiatives and strategies, product portfolio, and business strengths.
Key questions answered in this report
- What are the current market trends and dynamics in the AI in energy management market and valuable opportunities for emerging players?
- Which segment accounts for the fastest CAGR during the forecast period?
- What are the drivers of the AI in energy management market?
- Notable developments going on in the AI in energy management market.
- What is the market trend and dynamics in emerging markets such as Asia Pacific, Latin America, and Middle East & Africa?
- A comparative scenario for all the segments for years 2018 (actual) and 2027 (forecast)
1. Preface
1.1. Report Description
1.1.1. Purpose of the Report
1.1.2. Target Audience
1.1.3. USP and Key Offerings
1.2. Research Scope
1.3. Research Methodology
1.3.1. Phase I – Secondary Research
1.3.2. Phase II – Primary Research
1.3.3. Phase III – Expert Panel Review
1.3.4. Approach Adopted
1.3.4.1. Top-Down Approach
1.3.4.2. Bottom-Up Approach
1.3.5. Assumptions
1.4. Market Segmentation
2. Executive Summary
2.1. Market Snapshot: Global AI in Energy Management (AI-EM) Market
2.2. Global AI-EM Market, by Deployment Type, 2018 (US$ Bn)
2.3. Global AI-EM Market, by Solution, 2018 (US$ Bn)
2.4. Global AI-EM Market, by Technology, 2018 (US$ Bn)
2.5. Global AI-EM Market, by Application, 2018 (US$ Bn)
2.6. Global AI-EM Market, by End-user, 2018 (US$ Bn)
2.7. Global AI-EM Market, by Geography, 2018 (US$ Bn)
3. Market Dynamics
3.1. Introduction
3.1.1. Global AI-EM Market Value, 2017-2027, (US$ Bn)
3.2. Market Dynamics
3.2.1. Market Drivers
3.2.1.1. Driver 1
3.2.1.2. Driver 2
3.2.2. Market Restraints
3.2.2.1. Restraint 1
3.2.2.2. Restraint 2
3.2.3. Market Opportunities
3.2.3.1. Opportunity 1
3.2.3.2. Opportunity 2
3.3. Attractive Investment Proposition, by Geography, 2018
3.4. Market Positioning of Key Players, 2018
3.4.1. Major Strategies Adopted by Key Players
4. Global AI in Energy Management (AI-EM) Market, by Deployment Type , 2017-2027 (US$ Bn)
4.1. Overview
4.1.1. Global AI in Energy Management Market Value, by Deployment Type, 2018 & 2027 (Value %)
4.2. Cloud
4.3. On-premise
5. Global AI in Energy Management (AI-EM) Market, by Solution , 2017-2027 (US$ Bn)
5.1. Overview
5.1.1. Global AI in Energy Management Market Value, by Solution 2018 & 2027 (Value %)
5.2. Renewable Management
5.3. Demand Management
5.4. Infrastructure Management
6. Global AI in Energy Management (AI-EM) Market, by Technology , 2017-2027 (US$ Bn)
6.1. Overview
6.1.1. Global AI in Energy Management Market Value, by Technology 2018 & 2027 (Value %)
6.2. Machine Learning
6.3. Natural Language Processing
6.4. Computer Vision
7. Global AI in Energy Management (AI-EM) Market, by Application , 2017-2027 (US$ Bn)
7.1. Overview
7.1.1. Global AI in Energy Management Market Value, by Application 2018 & 2027 (Value %)
7.2. Energy Generation
7.3. Energy Transmission
7.4. Energy Distribution
7.5. Energy Output Forecasting
8. Global AI in Energy Management (AI-EM) Market, by End-user , 2017-2027 (US$ Bn)
8.1. Overview
8.1.1. Global AI in Energy Management Market Value, by End-user, 2018 & 2027 (Value %)
8.2. Manufacturing
8.3. Utility
8.4. Residential
8.5. Government
8.6. Retail
8.7. Healthcare
8.8. Education
9. North America AI in Energy Management (AI-EM) Market Analysis, 2017-2027 (US$ Bn)
9.1. Overview
9.1.1. North America AI-EM Market Value and Growth, 2017-2027, (US$ Bn)
9.2. North America AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
9.2.1. Market Analysis
9.3. North America AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
9.3.1. Market Analysis
9.4. North America AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
9.4.1. Market Analysis
9.5. North America AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
9.5.1. Market Analysis
9.6. North America AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
9.6.1. Market Analysis
9.7. North America AI-EM Market Value, By Region/Country, 2017-2027 (US$ Bn)
9.7.1. Market Analysis
9.7.2. U.S.
9.7.2.1. U.S. AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
9.7.2.2. U.S. AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
9.7.2.3. U.S. AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
9.7.2.4. U.S. AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
9.7.2.5. U.S. AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
9.7.3. Rest of North America
9.7.3.1. Rest of North America. AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
9.7.3.2. Rest of North America AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
9.7.3.3. Rest of North America AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
9.7.3.4. Rest of North America AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
9.7.3.5. Rest of North America AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
10. Europe AI in Energy Management (AI-EM) Market Analysis, 2017-2027 (US$ Bn)
10.1. Overview
10.1.1. Europe AI-EM Market Value and Growth, 2017-2027, (US$ Bn)
10.2. Europe AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
10.2.1. Market Analysis
10.3. Europe AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
10.3.1. Market Analysis
10.4. Europe AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
10.4.1. Market Analysis
10.5. Europe AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
10.5.1. Market Analysis
10.6. Europe AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
10.6.1. Market Analysis
10.7. Europe AI-EM Market Value, By Region/Country, 2017-2027 (US$ Bn)
10.7.1. Market Analysis
10.7.2. U.K.
10.7.2.1. U.K. AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
10.7.2.2. U.K. AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
10.7.2.3. U.K. AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
10.7.2.4. U.K. AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
10.7.2.5. U.K. AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
10.7.3. Germany
10.7.3.1. Germany AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
10.7.3.2. Germany AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
10.7.3.3. Germany AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
10.7.3.4. Germany AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
10.7.3.5. Germany AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
10.7.4. France
10.7.4.1. France. AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
10.7.4.2. France AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
10.7.4.3. France AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
10.7.4.4. France AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
10.7.4.5. France. AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
10.7.5. Rest of Europe
10.7.5.1. Rest of Europe AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
10.7.5.2. Rest of Europe AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
10.7.5.3. Rest of Europe AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
10.7.5.4. Rest of Europe AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
10.7.5.5. Rest of Europe AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
11. Asia Pacific AI in Energy Management (AI-EM) Market Analysis, 2017-2027 (US$ Bn)
11.1. Overview
11.1.1. Asia Pacific AI-EM Market Value and Growth, 2017-2027, (US$ Bn)
11.2. Asia Pacific AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
11.2.1. Market Analysis
11.3. Asia Pacific AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
11.3.1. Market Analysis
11.4. Asia Pacific AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
11.4.1. Market Analysis
11.5. Asia Pacific AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
11.5.1. Market Analysis
11.6. Asia Pacific AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
11.6.1. Market Analysis
11.7. Asia Pacific AI-EM Market Value, By Region/Country, 2017-2027 (US$ Bn)
11.7.1. Market Analysis
11.7.2. Japan
11.7.2.1. Japan AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
11.7.2.2. Japan AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
11.7.2.3. Japan AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
11.7.2.4. Japan AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
11.7.2.5. Japan AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
11.7.3. China
11.7.3.1. China AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
11.7.3.2. China AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
11.7.3.3. China AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
11.7.3.4. China AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
11.7.3.5. China AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
11.7.4. India
11.7.4.1. India AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
11.7.4.2. India AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
11.7.4.3. India AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
11.7.4.4. India AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
11.7.4.5. India AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
11.7.5. Rest of Asia Pacific
11.7.5.1. Rest of Asia Pacific AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
11.7.5.2. Rest of Asia Pacific AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
11.7.5.3. Rest of Asia Pacific AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
11.7.5.4. Rest of Asia Pacific AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
11.7.5.5. Rest of Asia Pacific AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
12. Rest of the World AI in Energy Management (AI-EM) Market Analysis, 2017-2027 (US$ Bn)
12.1. Overview
12.1.1. Rest of the World AI-EM Market Value and Growth, 2017-2027, (US$ Bn)
12.2. Rest of the World AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
12.2.1. Market Analysis
12.3. Rest of the World AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
12.3.1. Market Analysis
12.4. Rest of the World AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
12.4.1. Market Analysis
12.5. Rest of the World AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
12.5.1. Market Analysis
12.6. Rest of the World AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
12.6.1. Market Analysis
12.7. Rest of the World AI-EM Market Value, By Region, 2017-2027 (US$ Bn)
12.7.1. Market Analysis
12.7.2. Middle East & Africa
12.7.2.1. Middle East & Africa AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
12.7.2.2. Middle East & Africa AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
12.7.2.3. Middle East & Africa AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
12.7.2.4. Middle East & Africa AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
12.7.2.5. Middle East & Africa AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
12.7.3. Latin America
12.7.3.1. Latin America AI-EM Market Value, By Deployment Type, 2017-2027 (US$ Bn)
12.7.3.2. Latin America AI-EM Market Value, By Solution, 2017-2027 (US$ Bn)
12.7.3.3. Latin America AI-EM Market Value, By Technology, 2017-2027 (US$ Bn)
12.7.3.4. Latin America AI-EM Market Value, By Application, 2017-2027 (US$ Bn)
12.7.3.5. Latin America AI-EM Market Value, By End-user, 2017-2027 (US$ Bn)
13. Company Profiles
13.1. IBM Corporation
13.2. Eaton Corporation PLC
13.3. General Electric Company
13.4. ABB Ltd.
13.5. Siemens AG
13.6. Honeywell International Inc.
13.7. Schneider Electric SE
13.8. Xcel Energy Inc.
13.9. Rockwell Automation
13.10. Wipro Limited
13.11. Microsoft Corporation
* AI-EM - AI in Energy Management
TABLE 1 Market Snapshot: Global AI in Energy Management (AI-EM) Market
TABLE 2 Global AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 3 Global AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 4 Global AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 5 Global AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 6 Global AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 7 Global AI-EM Market, by Geography, 2017–2027 (US$ Bn)
TABLE 8 North America AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 9 North America AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 10 North America AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 11 North America AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 12 North America AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 13 North America AI-EM Market, by Country/Region, 2017–2027 (US$ Bn)
TABLE 14 U.S.AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 15 U.S. AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 16 U.S. AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 17 U.S. AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 18 U.S. AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 19 Rest of North America AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 20 Rest of North America AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 21 Rest of North America AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 22 Rest of North America AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 23 Rest of North America AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 24 Europe AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 25 Europe AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 26 Europe AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 27 Europe AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 28 Europe AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 29 Europe AI-EM Market, by Country/Region, 2017–2027 (US$ Bn)
TABLE 30 U.K. AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 31 U.K. AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 32 U.K. AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 33 U.K. AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 34 U.K. AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 35 Germany AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 36 Germany AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 37 Germany AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 38 Germany AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 39 Germany AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 40 France AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 41 France AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 42 France AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 43 France AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 44 France AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 45 Rest of Europe AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 46 Rest of Europe AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 47 Rest of Europe AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 48 Rest of Europe AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 49 Rest of Europe AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 50 Asia Pacific AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 51 Asia Pacific AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 52 Asia Pacific AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 53 Asia Pacific AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 54 Asia Pacific AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 55 Asia Pacific AI-EM Market, by Country/Region, 2017–2027 (US$ Bn)
TABLE 56 Japan AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 57 Japan AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 58 Japan AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 59 Japan AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 60 Japan AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 61 China AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 62 China AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 63 China AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 64 China AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 65 China AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 66 India AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 67 India AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 68 India AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 69 India AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 70 India AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 71 Rest of Asia Pacific AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 72 Rest of Asia Pacific AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 73 Rest of Asia Pacific AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 74 Rest of Asia Pacific AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 75 Rest of Asia Pacific AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 76 RoW AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 77 RoW AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 78 RoW AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 79 RoW AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 80 RoW AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 81 RoW AI-EM Market, by Country/Region, 2017–2027 (US$ Bn)
TABLE 82 Middle East & Africa AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 83 Middle East & Africa AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 84 Middle East & Africa AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 85 Middle East & Africa AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 86 Middle East & Africa AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 87 Latin America AI-EM Market, by Deployment Type, 2017–2027 (US$ Bn)
TABLE 88 Latin America AI-EM Market, by Solution, 2017–2027 (US$ Bn)
TABLE 89 Latin America AI-EM Market, by Technology, 2017–2027 (US$ Bn)
TABLE 90 Latin America AI-EM Market, by Application, 2017–2027 (US$ Bn)
TABLE 91 Latin America AI-EM Market, by End-user, 2017–2027 (US$ Bn)
TABLE 92 IBM Corporation: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 93 Eaton Corporation PLC: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 94 General Electric Company : Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 95 ABB Ltd.: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 96 Siemens AG: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 97 Honeywell International Inc.: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 98 Schneider Electric SE: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments)
TABLE 99 Xcel Energy, Inc.: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments
TABLE 100 Rockwell Automation: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments
TABLE 101 Wipro Limited: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments
TABLE 102 Microsoft Corporation: Company Snapshot (Company Overview; Material Portfolio; Financial Information; Key Developments
FIG. 1 Global AI in Energy Management (AI-EM) Market: Research Methodology
FIG. 2 Market Size Estimation – Top Down & Bottom up Approach
FIG. 3 Global AI-EM Market Segmentation
FIG. 4 Global Market Positioning of Key AI-EM Market Manufacturers, 2018
FIG. 5 Global AI-EM Market, by Deployment Type, 2018 (US$ Bn)
FIG. 6 Global AI-EM Market, by Solution, 2018 (US$ Bn)
FIG. 7 Global AI-EM Market, by Technology, 2018 (US$ Bn)
FIG. 8 Global AI-EM Market, by Application, 2018 (US$ Bn)
FIG. 9 Global AI-EM Market, by End-user, 2018 (US$ Bn)
FIG. 10 Global AI-EM Market, by Geography, 2018 (US$ Bn)
FIG. 11 Attractive Investment Proposition, by Geography, 2018
FIG. 12 Global AI-EM Market Value Contribution, By Deployment Type, 2018 & 2027 (Value %)
FIG. 13 Global AI-EM Market, by Cloud, Value, 2017–2027 (US$ Bn)
FIG. 14 Global AI-EM Market, by On-premise, Value, 2017–2027 (US$ Bn)
FIG. 15 Global AI-EM Market Value Contribution, By Solution, 2018 & 2027 (Value %)
FIG. 16 Global AI-EM Market, by Renewable Management, 2017–2027 (US$ Bn)
FIG. 17 Global AI-EM Market, by Demand Management, 2017–2027 (US$ Bn)
FIG. 18 Global AI-EM Market, by Infrastructure Management, 2017–2027 (US$ Bn)
FIG. 19 Global AI-EM Market Value Contribution, By Technology, 2018 & 2027 (Value %)
FIG. 20 Global AI-EM Market, by Machine Learning, Value, 2017–2027 (US$ Bn)
FIG. 21 Global AI-EM Market, by Natural Language Processing, Value, 2017–2027 (US$ Bn)
FIG. 22 Global AI-EM Market, by Computer Vision, Value, 2017–2027 (US$ Bn)
FIG. 23 Global AI-EM Market Value Contribution, By Application, 2018 & 2027 (Value %)
FIG. 24 Global AI-EM Market, by Energy Generation, 2017–2027 (US$ Bn)
FIG. 25 Global AI-EM Market, by Energy Transmission, 2017–2027 (US$ Bn)
FIG. 26 Global AI-EM Market, by Energy Distribution, 2017–2027 (US$ Bn)
FIG. 27 Global AI-EM Market, by Energy Output Forecasting, 2017–2027 (US$ Bn)
FIG. 28 Global AI-EM Market Value Contribution, By End-user, 2018 & 2027 (Value %)
FIG. 29 Global AI-EM Market, by Manufacturing, 2017–2027 (US$ Bn)
FIG. 30 Global AI-EM Market, by Utility, 2017–2027 (US$ Bn)
FIG. 31 Global AI-EM Market, by Residential, 2017–2027 (US$ Bn)
FIG. 32 Global AI-EM Market, by Government, 2017–2027 (US$ Bn)
FIG. 33 Global AI-EM Market, by Retail, 2017–2027 (US$ Bn)
FIG. 34 Global AI-EM Market, by Healthcare, 2017–2027 (US$ Bn)
FIG. 35 Global AI-EM Market, by Education, 2017–2027 (US$ Bn)
FIG. 36 U.S. AI-EM Market, 2017–2027 (US$ Bn)
FIG. 37 Canada AI-EM Market, 2017–2027 (US$ Bn)
FIG. 38 U.K. AI-EM Market, 2017–2027 (US$ Bn)
FIG. 39 Germany AI-EM Market, 2017–2027 (US$ Bn)
FIG. 40 France AI-EM Market, 2017–2027 (US$ Bn)
FIG. 41 Italy AI-EM Market, 2017–2027 (US$ Bn)
FIG. 42 Rest of Europe AI-EM Market, 2017–2027 (US$ Bn)
FIG. 43 Japan AI-EM Market, 2017–2027 (US$ Bn)
FIG. 44 China AI-EM Market, 2017–2027 (US$ Bn)
FIG. 45 India AI-EM Market, 2017–2027 (US$ Bn)
FIG. 46 Rest of Asia Pacific AI-EM Market, 2017–2027 (US$ Bn)
FIG. 47 Middle East & Africa AI-EM Market, 2017–2027 (US$ Bn)
FIG. 48 Latin America AI-EM Market, 2017–2027 (US$ Bn)
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