NEWS: 公告在東京證券交易所JASDAQ標準市場新上市

表紙
市場調查報告書

DER整合AI - 電網管理,需求面管理,客戶中心市場區隔的DER整合AI的使用案例與市場趨勢:全球市場的分析與預測

AI for DER Integration - AI for DER Integration Use Cases and Market Trends across Grid Management, Demand Side Management, and Customer-Centric Segments: Global Market Analysis and Forecasts

出版商 Guidehouse Insights (formerly Navigant Research) 商品編碼 1022430
出版日期 內容資訊 英文 57 Pages; 46 Tables, Charts & Figures
訂單完成後即時交付
價格
DER整合AI - 電網管理,需求面管理,客戶中心市場區隔的DER整合AI的使用案例與市場趨勢:全球市場的分析與預測 AI for DER Integration - AI for DER Integration Use Cases and Market Trends across Grid Management, Demand Side Management, and Customer-Centric Segments: Global Market Analysis and Forecasts
出版日期: 2021年08月05日內容資訊: 英文 57 Pages; 46 Tables, Charts & Figures
簡介

AI技術,為了各種電網和市場營運在能源產業展開。能源產業中AI最富有魅力的應用之一,是分散式能源資源 (DER)的整合。AI,按照市場變化和電網的需求,用作即時最佳化且自動化的工具。

本報告提供DER整合AI的全球市場調查分析,市場問題,技術的問題,主要企業,市場預測相關的系統性資訊。

目錄

第1章 摘要整理

第2章 市場問題

  • 神經網格
  • 整合DER
  • AI
    • DER整合AI
  • 市場促進因素
    • DER的作用增加
    • 數位轉型
    • 電網的可靠性和電力品質
  • 市場障礙
    • 成本
    • 資料收集與管理
    • 傳統公共事業基礎設施的整合

第3章 技術的問題

  • 簡介
  • ADMS
  • DERMS
  • AMI
  • GIS
  • 資料系統的支援
  • 能源交易平台
  • 公共事業AI為基礎的解決方案的發展、購買模式

第4章 主要產業企業

  • OT供應商和解決方案供應商
    • General Electric
    • Landis+Gyr
    • Oracle
    • Schneider Electric
  • 資料分析、SaaS供應商
    • Amperon
    • Bidgely
    • C3 AI
    • Dexter
    • Grid4C
    • Uplight

第5章 市場預測

  • 簡介
  • 全球市場預測
    • 北美
    • 歐洲
    • 亞太地區
    • 南美
    • 中東、非洲

第6章 結論、建議

第7章 縮寫、簡稱清單

第8章 目錄

第9章 圖表

第10章 調查範圍,資訊來源,調查手法,註記

目錄
Product Code: MF-ADI-21

AI techniques have been deployed in the energy industry for a variety of grid and market operations. One of the most compelling applications of AI in the energy industry is for the integration of distributed energy resources (DER). AI has proven to be a successful tool for optimizing and autonomizing decisions in real time to meet changes in the market and the demands of the grid.

As the grid becomes more dynamic and distributed, traditional methods for managing and operating the grid-such as load and generation forecasting, demand response (DR), power quality management, and voltage regulation-are not sufficient. AI solutions enable autonomous and intelligent integration of DER by incorporating real-time data on grid infrastructure, market pricing, supply, demand, load profiles, and weather forecasts. Operational technology (OT) system providers have developed AI analytics software modules and are competing in this space with utility-focused data analytics providers that offer software as a service (SaaS) solutions.

This Guidehouse Insights report provides an overview of AI capabilities for enabling DER integration, including a discussion of key industry trends, applications, market drivers and barriers, and technology considerations. Additionally, the global market forecast is broken down by application segment (grid management, demand side management, and customer-centric applications) and spending segment (software, integration and upgrade services, maintenance, and SaaS). All major global regions are included, and the forecast period extends through 2030.

KEY QUESTIONS ADDRESSED:

  • How is AI used for DER integration?
  • How will AI improve DER integration?
  • What are the key AI applications for integrating DER?
  • What are the benefits of using AI-enabled technology for integrating DER?
  • What are the key drivers and barriers to the adoption of AI technology for integrating DER?

WHO NEEDS THIS REPORT:

  • General purpose AI data analytics vendors
  • Operational technology (OT) vendors
  • Power utilities
  • DER equipment vendors
  • Utility regulators
  • AI Research Organizations
  • Investor community

Table of Contents

1. Executive Summary

  • 1.1. Introduction
  • 1.2. Market Forecast

2. Market Issues

  • 2.1. The Neural Grid
  • 2.2. Integrated DER
  • 2.3. AI
    • 2.3.1. AI for DER Integration
  • 2.3.1.1. Grid Management Applications
  • 2.3.1.2. Demand Side Management Applications
  • 2.3.1.3. Customer-Centric Applications
  • 2.4. Market Drivers
    • 2.4.1. The Expanding Role of DER
  • 2.4.1.1. The Role of the Prosumer
    • 2.4.2. Digital Transformation
    • 2.4.3. Grid Reliability and Power Quality
  • 2.5. Market Barriers
    • 2.5.1. Cost
    • 2.5.2. Data Collection and Management
    • 2.5.3. Integration with Legacy Utility Infrastructure

3. Technology Issues

  • 3.1. Introduction
  • 3.2. ADMSs
  • 3.3. DERMSs
  • 3.4. AMI
  • 3.5. GIS
  • 3.6. Supporting Data Systems
  • 3.7. Energy Trading Platforms
  • 3.8. Deployment and Purchasing Models for AI-Based Solutions for Utilities

4. Key Industry Players

  • 4.1. OT Vendors and Solutions Providers
    • 4.1.1. General Electric
    • 4.1.2. Landis+Gyr
    • 4.1.3. Oracle
    • 4.1.4. Schneider Electric
  • 4.2. Data Analytics and SaaS Providers
    • 4.2.1. Amperon
    • 4.2.2. Bidgely
    • 4.2.3. C3 AI
    • 4.2.4. Dexter
    • 4.2.5. Grid4C
    • 4.2.6. Uplight

5. Market Forecasts

  • 5.1. Introduction
  • 5.2. Global Market Forecasts
    • 5.2.1. North America
    • 5.2.2. Europe
    • 5.2.3. Asia Pacific
  • 5.2.3.1. China
    • 5.2.4. Latin America
    • 5.2.5. Middle East & Africa

6. Conclusions and Recommendations

7. Acronym and Abbreviation List

8. Table of Contents

9. Table of Charts and Figures

10. Scope of Study, Sources and Methodology, Notes

LIST OF CHARTS AND FIGURES

  • AI for DER Integration Annual Revenue by Region, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Application, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, North America: 2021-2030
  • AI for DER Integration Annual Revenue by Application, North America: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Europe: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Europe: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Asia Pacific: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Asia Pacific: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, China: 2021-2030
  • AI for DER Integration Annual Revenue by Application, China: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Latin America: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Latin America: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Middle East & Africa: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Middle East & Africa: 2021-2030
  • Guidehouse Energy Cloud 4.0: A Network of Networks
  • Cognitive Process of AI
  • Major Technology, Policy, and Infrastructure Enablers of DER Adoption and Integration

LIST OF TABLES

  • AI for DER Integration Annual Revenue by Region, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Technology Segment, North America: 2021-2030
  • AI for DER Integration Annual Revenue by Technology Segment, Europe: 2021-2030
  • AI for DER Integration Annual Revenue by Technology Segment, Asia Pacific: 2021-2030
  • AI for DER Integration Annual Revenue by Technology Segment, Latin America: 2021-2030
  • AI for DER Integration Annual Revenue by Technology Segment, Middle East & Africa: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, North America: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Europe: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Asia Pacific: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Latin America: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, Middle East & Africa: 2021-2030
  • AI for DER Integration Annual Revenue by Application, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Application, North America: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Europe: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Asia Pacific: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Latin America: 2021-2030
  • AI for DER Integration Annual Revenue by Application, Middle East & Africa: 2021-2030
  • AI for DER Integration Combined Revenue by Procurement Method, World Markets: 2021-2030
  • AI for DER Integration Annual Revenue by Procurement Method, North America: 2021-2030
  • AI for DER Integration Annual Revenue by Procurement Method, Europe: 2021-2030
  • AI for DER Integration Annual Revenue by Procurement Method, Asia Pacific: 2021-2030
  • AI for DER Integration Annual Revenue by Procurement Method, Latin America: 2021-2030
  • AI for DER Integration Annual Revenue by Procurement Method, Middle East & Africa: 2021-2030
  • AI for DER Integration Annual Revenue by Technology Segment, China: 2021-2030
  • AI for DER Integration Annual Revenue by Spending Segment, China: 2021-2030
  • AI for DER Integration Annual Revenue by Application, China: 2021-2030
  • AI for DER Integration Annual Revenue by Procurement Method, China: 2021-2030