세계의 재생에너지용 AI 시장(2025-2029년)

The AI in renewable energy market is forecasted to grow by USD 14,438 mn during 2024-2029, accelerating at a CAGR of 31.8% during the forecast period. The report on the AI in renewable energy market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing penetration and inherent intermittency of renewable energy sources, imperative for operational efficiency and cost reduction, and supportive regulatory frameworks and global decarbonization mandates.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's AI in renewable energy market is segmented as below:

By Deployment

• Cloud-based
• On-premises

By Application

• Forecasting
• Renewables management
• Safety and security
• Infrastructure
• Robotics

By End-user

• Energy generation
• Utilities
• Energy transmission
• Energy distribution

By Geographical Landscape

• APAC
• North America
• Europe
• South America
• Middle East and Africa

This study identifies the proliferation of AI-powered digital twins for asset lifecycle management as one of the prime reasons driving the AI in renewable energy market growth during the next few years. Also, emergence of generative AI for advanced operational control and data synthesis and shift towards edge AI for decentralized and low-latency control will lead to sizable demand in the market.

The report on the AI in renewable energy market covers the following areas:

• AI In Renewable Energy Market sizing
• AI In Renewable Energy Market forecast
• AI In Renewable Energy Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading AI in renewable energy market vendors that include Alpiq Holding AG, AMP.ENERGY, App Orchid, Atos SE, AutoGrid Systems Inc., BIDGELY INC., Enel X Italia S.R.l., Flex Ltd., Fluence Energy LLC, General Electric Co., Next Kraftwerke GmbH, Siemens AG, SparkCognition Inc., STEM Inc., Tibber, Uptake Technologies Inc., and Veritone Inc.. Also, the AI in renewable energy market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

• 5.1 Global AI In Renewable Energy Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI In Renewable Energy Market 2019 - 2023 ($ million)
• 5.2 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.3 Application segment analysis 2019 - 2023
  • Historic Market Size - Application Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Deployment

• 7.1 Market segments
  • Chart on Deployment - Market share 2024-2029 (%)
  • Data Table on Deployment - Market share 2024-2029 (%)
• 7.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 7.3 Cloud-based - Market size and forecast 2024-2029
  • Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
• 7.4 On-premises - Market size and forecast 2024-2029
  • Chart on On-premises - Market size and forecast 2024-2029 ($ million)
  • Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
  • Chart on On-premises - Year-over-year growth 2024-2029 (%)
  • Data Table on On-premises - Year-over-year growth 2024-2029 (%)
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

8 Market Segmentation by Application

• 8.1 Market segments
  • Chart on Application - Market share 2024-2029 (%)
  • Data Table on Application - Market share 2024-2029 (%)
• 8.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 8.3 Forecasting - Market size and forecast 2024-2029
  • Chart on Forecasting - Market size and forecast 2024-2029 ($ million)
  • Data Table on Forecasting - Market size and forecast 2024-2029 ($ million)
  • Chart on Forecasting - Year-over-year growth 2024-2029 (%)
  • Data Table on Forecasting - Year-over-year growth 2024-2029 (%)
• 8.4 Renewables management - Market size and forecast 2024-2029
  • Chart on Renewables management - Market size and forecast 2024-2029 ($ million)
  • Data Table on Renewables management - Market size and forecast 2024-2029 ($ million)
  • Chart on Renewables management - Year-over-year growth 2024-2029 (%)
  • Data Table on Renewables management - Year-over-year growth 2024-2029 (%)
• 8.5 Safety and security - Market size and forecast 2024-2029
  • Chart on Safety and security - Market size and forecast 2024-2029 ($ million)
  • Data Table on Safety and security - Market size and forecast 2024-2029 ($ million)
  • Chart on Safety and security - Year-over-year growth 2024-2029 (%)
  • Data Table on Safety and security - Year-over-year growth 2024-2029 (%)
• 8.6 Infrastructure - Market size and forecast 2024-2029
  • Chart on Infrastructure - Market size and forecast 2024-2029 ($ million)
  • Data Table on Infrastructure - Market size and forecast 2024-2029 ($ million)
  • Chart on Infrastructure - Year-over-year growth 2024-2029 (%)
  • Data Table on Infrastructure - Year-over-year growth 2024-2029 (%)
• 8.7 Robotics - Market size and forecast 2024-2029
  • Chart on Robotics - Market size and forecast 2024-2029 ($ million)
  • Data Table on Robotics - Market size and forecast 2024-2029 ($ million)
  • Chart on Robotics - Year-over-year growth 2024-2029 (%)
  • Data Table on Robotics - Year-over-year growth 2024-2029 (%)
• 8.8 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 9.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 9.3 Energy generation - Market size and forecast 2024-2029
  • Chart on Energy generation - Market size and forecast 2024-2029 ($ million)
  • Data Table on Energy generation - Market size and forecast 2024-2029 ($ million)
  • Chart on Energy generation - Year-over-year growth 2024-2029 (%)
  • Data Table on Energy generation - Year-over-year growth 2024-2029 (%)
• 9.4 Utilities - Market size and forecast 2024-2029
  • Chart on Utilities - Market size and forecast 2024-2029 ($ million)
  • Data Table on Utilities - Market size and forecast 2024-2029 ($ million)
  • Chart on Utilities - Year-over-year growth 2024-2029 (%)
  • Data Table on Utilities - Year-over-year growth 2024-2029 (%)
• 9.5 Energy transmission - Market size and forecast 2024-2029
  • Chart on Energy transmission - Market size and forecast 2024-2029 ($ million)
  • Data Table on Energy transmission - Market size and forecast 2024-2029 ($ million)
  • Chart on Energy transmission - Year-over-year growth 2024-2029 (%)
  • Data Table on Energy transmission - Year-over-year growth 2024-2029 (%)
• 9.6 Energy distribution - Market size and forecast 2024-2029
  • Chart on Energy distribution - Market size and forecast 2024-2029 ($ million)
  • Data Table on Energy distribution - Market size and forecast 2024-2029 ($ million)
  • Chart on Energy distribution - Year-over-year growth 2024-2029 (%)
  • Data Table on Energy distribution - Year-over-year growth 2024-2029 (%)
• 9.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.4 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.5 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.6 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.8 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.9 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.10 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 11.11 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 11.12 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.13 Australia - Market size and forecast 2024-2029
  • Chart on Australia - Market size and forecast 2024-2029 ($ million)
  • Data Table on Australia - Market size and forecast 2024-2029 ($ million)
  • Chart on Australia - Year-over-year growth 2024-2029 (%)
  • Data Table on Australia - Year-over-year growth 2024-2029 (%)
• 11.14 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 11.15 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.16 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.17 Brazil - Market size and forecast 2024-2029
  • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Alpiq Holding AG
  • Alpiq Holding AG - Overview
  • Alpiq Holding AG - Product / Service
  • Alpiq Holding AG - Key offerings
  • SWOT
• 14.5 AMP.ENERGY
  • AMP.ENERGY - Overview
  • AMP.ENERGY - Product / Service
  • AMP.ENERGY - Key offerings
  • SWOT
• 14.6 Atos SE
  • Atos SE - Overview
  • Atos SE - Business segments
  • Atos SE - Key news
  • Atos SE - Key offerings
  • Atos SE - Segment focus
  • SWOT
• 14.7 AutoGrid Systems Inc.
  • AutoGrid Systems Inc. - Overview
  • AutoGrid Systems Inc. - Product / Service
  • AutoGrid Systems Inc. - Key offerings
  • SWOT
• 14.8 BIDGELY INC.
  • BIDGELY INC. - Overview
  • BIDGELY INC. - Product / Service
  • BIDGELY INC. - Key offerings
  • SWOT
• 14.9 Enel X Italia S.r.l.
  • Enel X Italia S.r.l. - Overview
  • Enel X Italia S.r.l. - Product / Service
  • Enel X Italia S.r.l. - Key offerings
  • SWOT
• 14.10 Flex Ltd.
  • Flex Ltd. - Overview
  • Flex Ltd. - Business segments
  • Flex Ltd. - Key offerings
  • Flex Ltd. - Segment focus
  • SWOT
• 14.11 Fluence Energy LLC
  • Fluence Energy LLC - Overview
  • Fluence Energy LLC - Product / Service
  • Fluence Energy LLC - Key offerings
  • SWOT
• 14.12 General Electric Co.
  • General Electric Co. - Overview
  • General Electric Co. - Business segments
  • General Electric Co. - Key news
  • General Electric Co. - Key offerings
  • General Electric Co. - Segment focus
  • SWOT
• 14.13 Next Kraftwerke GmbH
  • Next Kraftwerke GmbH - Overview
  • Next Kraftwerke GmbH - Product / Service
  • Next Kraftwerke GmbH - Key offerings
  • SWOT
• 14.14 Siemens AG
  • Siemens AG - Overview
  • Siemens AG - Business segments
  • Siemens AG - Key news
  • Siemens AG - Key offerings
  • Siemens AG - Segment focus
  • SWOT
• 14.15 Stem Inc.
  • Stem Inc. - Overview
  • Stem Inc. - Product / Service
  • Stem Inc. - Key offerings
  • SWOT
• 14.16 Tibber
  • Tibber - Overview
  • Tibber - Product / Service
  • Tibber - Key offerings
  • SWOT
• 14.17 Uptake Technologies Inc.
  • Uptake Technologies Inc. - Overview
  • Uptake Technologies Inc. - Product / Service
  • Uptake Technologies Inc. - Key offerings
  • SWOT
• 14.18 Veritone Inc.
  • Veritone Inc. - Overview
  • Veritone Inc. - Product / Service
  • Veritone Inc. - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations