재생에너지용 인공지능은 2024-2029년에 61억 2,730만 달러, 예측 기간 중 CAGR은 22%로 성장할 것으로 예측됩니다.
재생에너지의 인공지능에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 대상으로 한 벤더 분석 등의 정보를 전해드립니다.
현재의 시장 시나리오, 최신 동향 및 성장요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 시장은 재생 에너지 수요 증가, 정부 정책 및 인센티브, 에너지 효율화의 필요성에 의해 주도되고 있습니다.
| 시장 범위 |
| 기준연도 |
2025년 |
| 종료연도 |
2029년 |
| 예측 기간 |
2025-2029년 |
| 성장 모멘텀 |
가속 |
| 전년 대비(2025년) 대비 |
19.3% |
| CAGR |
22% |
| 증분액 |
61억 2,730만 달러 |
이 보고서는 신제품 출시가 향후 수년간 재생에너지 분야에서 인공지능의 성장을 주도하는 주요 요인 중 하나라고 밝혔습니다. 또한 협업과 전략적 파트너십, 스마트 그리드 통합도 시장의 큰 수요로 이어질 것입니다.
목차
제1장 개요
제2장 Technavio 분석
- 가격·수명주기·고객 구입 바스켓·채택률·구입 기준의 분석
- 인풋의 중요성과 차별화의 요인
- 혼란의 요인
- 촉진요인과 과제의 영향
제3장 시장 구도
제4장 시장 규모
- 시장의 정의
- 시장 부문 분석
- 시장 규모 2024년
- 시장 전망 2024-2029년
제5장 시장 규모 실적
- 세계의 재생에너지용 인공지능 시장 2019-2023년
- 용도별 부문 분석 2019-2023년
- 최종사용자별 부문 분석 2019-2023년
- 지역별 부문 분석 2019-2023년
- 국가별 부문 분석 2019-2023년
제6장 정성 분석
- AI의 영향 : 세계의 재생에너지용 인공지능 시장
제7장 Five Forces 분석
- Five Forces 요약
- 바이어의 교섭력
- 공급 기업의 교섭력
- 신규 진출업체의 위협
- 대체품의 위협
- 경쟁의 위협
- 시장 현황
제8장 시장 세분화 : 용도별
- 시장 부문
- 비교 : 용도별
- 그리드 관리 : 시장 규모와 예측 2024-2029년
- 에너지 수요 예측 : 시장 규모와 예측 2024-2029년
- 예측 정비 : 시장 규모와 예측 2024-2029년
- 에너지 저장과 최적화 : 시장 규모와 예측 2024-2029년
- 기타 : 시장 규모와 예측 2024-2029년
- 시장 기회 : 용도별
제9장 시장 세분화 : 최종사용자별
- 시장 부문
- 비교 : 최종사용자별
- 세대 : 시장 규모와 예측 2024-2029년
- 배전 : 시장 규모와 예측 2024-2029년
- 송전 : 시장 규모와 예측 2024-2029년
- 소비 : 시장 규모와 예측 2024-2029년
- 시장 기회 : 최종사용자별
제10장 고객 상황
제11장 지역별 상황
- 지역별 세분화
- 비교 : 지역별
- 아시아태평양 : 시장 규모와 예측 2024-2029년
- 유럽 : 시장 규모와 예측 2024-2029년
- 북미 : 시장 규모와 예측 2024-2029년
- 남미 : 시장 규모와 예측 2024-2029년
- 중동 및 아프리카 : 시장 규모와 예측 2024-2029년
- 중국 : 시장 규모와 예측 2024-2029년
- 미국 : 시장 규모와 예측 2024-2029년
- 인도 : 시장 규모와 예측 2024-2029년
- 독일 : 시장 규모와 예측 2024-2029년
- 일본 : 시장 규모와 예측 2024-2029년
- 영국 : 시장 규모와 예측 2024-2029년
- 호주 : 시장 규모와 예측 2024-2029년
- 프랑스 : 시장 규모와 예측 2024-2029년
- 스페인 : 시장 규모와 예측 2024-2029년
- 브라질 : 시장 규모와 예측 2024-2029년
- 지역 상황에 의한 시장 기회
제12장 촉진요인·과제·기회·억제요인
- 시장 성장 촉진요인
- 시장이 해결해야 할 과제
- 촉진요인과 과제의 영향
- 시장 기회·억제요인
제13장 경쟁 구도
제14장 경쟁 분석
- 기업 개요
- 기업 순위 지수
- 기업의 시장 포지셔닝
- ABB Ltd.
- Aegeus Technologies
- ALFA VENTURES
- Alphabet Inc.
- E.ON SE
- GE Vernova Inc.
- GPS Renewables Pvt. Ltd.
- International Business Machines Corp.
- Microsoft Corp.
- Prescinto Technologies
- REConnect Energy
- Schneider Electric SE
- Siemens AG
- Skilancer Solar
- Tesla Inc.
제15장 부록
KSA
Artificial Intelligence Market In Renewable Energy 2025-2029
The artificial intelligence market in renewable energy is forecasted to grow by USD 6127.3 mn during 2024-2029, accelerating at a CAGR of 22% during the forecast period. The report on the artificial intelligence market in renewable energy 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 growing demand for renewable energy, government policies and incentives, and need for energy efficiency.
| Market Scope |
|---|
| Base Year | 2025 |
| End Year | 2029 |
| Series Year | 2025-2029 |
| Growth Momentum | Accelerate |
| YOY 2025 | 19.3% |
| CAGR | 22% |
| Incremental Value | $6127.3 mn |
Technavio's artificial intelligence market in renewable energy is segmented as below:
By Application
- Grid management
- Energy demand forecasting
- Predictive maintenance
- Energy storage and optimization
- Others
By End-user
- Generation
- Distribution
- Transmission
- Consumption
By Geographical Landscape
- APAC
- Europe
- North America
- South America
- Middle East and Africa
This study identifies the new product launches as one of the prime reasons driving the artificial intelligence market in renewable energy growth during the next few years. Also, collaborations and strategic partnerships and smart grid integration will lead to sizable demand in the market.
The report on the artificial intelligence market in renewable energy covers the following areas:
- Artificial Intelligence Market In Renewable Energy sizing
- Artificial Intelligence Market In Renewable Energy forecast
- Artificial Intelligence Market In Renewable Energy 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 artificial intelligence market in renewable energy vendors that include ABB Ltd., Aegeus Technologies, ALFA VENTURES, Alphabet Inc., E.ON SE, GE Vernova Inc., GPS Renewables Pvt. Ltd., International Business Machines Corp., Microsoft Corp., Prescinto Technologies, REConnect Energy, Schneider Electric SE, Siemens AG, Skilancer Solar, and Tesla Inc.. Also, the artificial intelligence market in renewable energy 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 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 and vendor landscape in addition to an analysis of the key vendors.
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 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
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 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 Artificial Intelligence Market In Renewable Energy 2019 - 2023
- Historic Market Size - Data Table on Global Artificial Intelligence Market In Renewable Energy 2019 - 2023 ($ million)
- 5.2 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.3 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- 5.4 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.5 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Qualitative Analysis
- 6.1 Impact of AI on the Global Artificial Intelligence Market in Renewable Energy
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 7.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
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 Grid management - Market size and forecast 2024-2029
- Chart on Grid management - Market size and forecast 2024-2029 ($ million)
- Data Table on Grid management - Market size and forecast 2024-2029 ($ million)
- Chart on Grid management - Year-over-year growth 2024-2029 (%)
- Data Table on Grid management - Year-over-year growth 2024-2029 (%)
- 8.4 Energy demand forecasting - Market size and forecast 2024-2029
- Chart on Energy demand forecasting - Market size and forecast 2024-2029 ($ million)
- Data Table on Energy demand forecasting - Market size and forecast 2024-2029 ($ million)
- Chart on Energy demand forecasting - Year-over-year growth 2024-2029 (%)
- Data Table on Energy demand forecasting - Year-over-year growth 2024-2029 (%)
- 8.5 Predictive maintenance - Market size and forecast 2024-2029
- Chart on Predictive maintenance - Market size and forecast 2024-2029 ($ million)
- Data Table on Predictive maintenance - Market size and forecast 2024-2029 ($ million)
- Chart on Predictive maintenance - Year-over-year growth 2024-2029 (%)
- Data Table on Predictive maintenance - Year-over-year growth 2024-2029 (%)
- 8.6 Energy storage and optimization - Market size and forecast 2024-2029
- Chart on Energy storage and optimization - Market size and forecast 2024-2029 ($ million)
- Data Table on Energy storage and optimization - Market size and forecast 2024-2029 ($ million)
- Chart on Energy storage and optimization - Year-over-year growth 2024-2029 (%)
- Data Table on Energy storage and optimization - Year-over-year growth 2024-2029 (%)
- 8.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - 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 Generation - Market size and forecast 2024-2029
- Chart on Generation - Market size and forecast 2024-2029 ($ million)
- Data Table on Generation - Market size and forecast 2024-2029 ($ million)
- Chart on Generation - Year-over-year growth 2024-2029 (%)
- Data Table on Generation - Year-over-year growth 2024-2029 (%)
- 9.4 Distribution - Market size and forecast 2024-2029
- Chart on Distribution - Market size and forecast 2024-2029 ($ million)
- Data Table on Distribution - Market size and forecast 2024-2029 ($ million)
- Chart on Distribution - Year-over-year growth 2024-2029 (%)
- Data Table on Distribution - Year-over-year growth 2024-2029 (%)
- 9.5 Transmission - Market size and forecast 2024-2029
- Chart on Transmission - Market size and forecast 2024-2029 ($ million)
- Data Table on Transmission - Market size and forecast 2024-2029 ($ million)
- Chart on Transmission - Year-over-year growth 2024-2029 (%)
- Data Table on Transmission - Year-over-year growth 2024-2029 (%)
- 9.6 Consumption - Market size and forecast 2024-2029
- Chart on Consumption - Market size and forecast 2024-2029 ($ million)
- Data Table on Consumption - Market size and forecast 2024-2029 ($ million)
- Chart on Consumption - Year-over-year growth 2024-2029 (%)
- Data Table on Consumption - 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 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 (%)
- 11.5 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 (%)
- 11.6 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 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 (%)
- 11.12 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 (%)
- 11.13 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 (%)
- 11.14 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 (%)
- 11.15 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 (%)
- 11.16 Spain - Market size and forecast 2024-2029
- Chart on Spain - Market size and forecast 2024-2029 ($ million)
- Data Table on Spain - Market size and forecast 2024-2029 ($ million)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - 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
- 14.2 Company ranking index
- 14.3 Market positioning of companies
- Matrix on companies position and classification
- 14.4 ABB Ltd.
- ABB Ltd. - Overview
- ABB Ltd. - Business segments
- ABB Ltd. - Key news
- ABB Ltd. - Key offerings
- ABB Ltd. - Segment focus
- SWOT
- 14.5 Aegeus Technologies
- Aegeus Technologies - Overview
- Aegeus Technologies - Product / Service
- Aegeus Technologies - Key offerings
- SWOT
- 14.6 ALFA VENTURES
- ALFA VENTURES - Overview
- ALFA VENTURES - Product / Service
- ALFA VENTURES - Key offerings
- SWOT
- 14.7 Alphabet Inc.
- Alphabet Inc. - Overview
- Alphabet Inc. - Business segments
- Alphabet Inc. - Key offerings
- Alphabet Inc. - Segment focus
- SWOT
- 14.8 E.ON SE
- E.ON SE - Overview
- E.ON SE - Business segments
- E.ON SE - Key offerings
- E.ON SE - Segment focus
- SWOT
- 14.9 GE Vernova Inc.
- GE Vernova Inc. - Overview
- GE Vernova Inc. - Product / Service
- GE Vernova Inc. - Key offerings
- SWOT
- 14.10 GPS Renewables Pvt. Ltd.
- GPS Renewables Pvt. Ltd. - Overview
- GPS Renewables Pvt. Ltd. - Product / Service
- GPS Renewables Pvt. Ltd. - Key offerings
- SWOT
- 14.11 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
- SWOT
- 14.12 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 14.13 Prescinto Technologies
- Prescinto Technologies - Overview
- Prescinto Technologies - Product / Service
- Prescinto Technologies - Key offerings
- SWOT
- 14.14 REConnect Energy
- REConnect Energy - Overview
- REConnect Energy - Product / Service
- REConnect Energy - Key offerings
- SWOT
- 14.15 Schneider Electric SE
- Schneider Electric SE - Overview
- Schneider Electric SE - Business segments
- Schneider Electric SE - Key news
- Schneider Electric SE - Key offerings
- Schneider Electric SE - Segment focus
- SWOT
- 14.16 Siemens AG
- Siemens AG - Overview
- Siemens AG - Business segments
- Siemens AG - Key news
- Siemens AG - Key offerings
- Siemens AG - Segment focus
- SWOT
- 14.17 Skilancer Solar
- Skilancer Solar - Overview
- Skilancer Solar - Product / Service
- Skilancer Solar - Key offerings
- SWOT
- 14.18 Tesla Inc.
- Tesla Inc. - Overview
- Tesla Inc. - Business segments
- Tesla Inc. - Key news
- Tesla Inc. - Key offerings
- Tesla Inc. - Segment focus
- 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
- 15.5 Data procurement
- 15.6 Data validation
- 15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 15.8 Data synthesis
- 15.9 360 degree market analysis
- 360 degree market analysis
- 15.10 List of abbreviations
