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市場調查報告書

電網邊緣的公共事業AMI分析:策略、市場、預測

Utility AMI Analytics at the Grid Edge: Strategies, Markets and Forecasts

出版商 Greentech Media Inc. 商品編碼 364557
出版日期 內容資訊 英文
商品交期: 最快1-2個工作天內
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電網邊緣的公共事業AMI分析:策略、市場、預測 Utility AMI Analytics at the Grid Edge: Strategies, Markets and Forecasts
出版日期: 2016年07月26日 內容資訊: 英文
簡介

全球公共事業,為了提高新及現有的自動計量基礎設備 (AMI) 投資的價值,預計到2021年對分析解決方案、整合服務分析支出101億美元。這些投資由於公共事業的客戶服務、參與度的改善,分散式電網管理的升級,也可能增強整體能源效率。

本報告提供全球自動計量基礎設備 (AMI)的競爭情形相關資料、分析,全球、地區的發展趨勢,市場推動成長因素,及案例研究分析等彙整資料。

第1章 簡介

第2章 全球行銷促進要素、抑制因素

  • AMI、AMI分析的整體推動市場的要素
  • 主要的全球法規權限、手續
  • AMI、AMI分析的推動市場的要素、障礙概要

第3章 發展的分析堆疊

  • IT架構的演進
  • 4大企業的架構
  • 發展的分佈處理、分析
  • 架構的優點、缺點
  • 數據庫系統架構、必要條件
  • IT實行策略
  • 對IT架構的AMI資料管理、分析流程的適用
  • 通用AMI架構:頭端 - 電表資料管理的整合、其他

第4章 網路分析的利用案例

  • 概要
  • 電網邊緣網路分析的應用
  • AMI及分散式情報平台
  • 分散式O&M:AMI業者、資產管理
  • 負擔預測、其他

第5章 顧客分析的利用案例

  • 概要
  • 電網邊緣的顧客分析應用
  • 節能型參與度、顧客O&M
  • 收益保證

第6章 全球AMI、AMI分析市場成熟度

  • 北美
  • 歐洲
  • 亞洲
  • 地區聚光燈:日本
  • 南美
  • 地區聚光燈:巴西
  • 澳洲、紐西蘭
  • 地區聚光燈:澳洲

第7章 AMI分析預測

  • 調查手法
  • AMI計劃的全費用:每一個儀表的發展成本
  • 每一個儀表的成本的前提條件
  • 全球智慧電表數量、AMI市場支出預測
  • AMI計劃成本分析
  • 全球AMI分析的集計預測

第8章 AMI分析的發展

  • Southern California Edison
  • Consolidated Edison
  • PG&E
  • United Energy and Multinet Gas

第9章 市場動向

  • AMI & AMI 分析市場:M&A活動
  • M&A:AMI & AMI 分析供應商
  • AMI聯盟的趨勢
  • AMI/FAN網路供應商的通用合作夥伴
  • AMI & AMI分析的投資

第10章 供應商簡介

  • Landis+Gyr
  • Silver Spring Networks
  • Siemens
  • Itron
  • Aclara
  • Enterprise Vendors
  • 聚焦APAC (亞太地區) 的 AMI 供應商
  • 平台即服務 (PaaS) 應用的供應商
  • AMI型網路分析

第11章 附錄

圖表清單

目錄

Utilities around the globe are projected to spend $10.1 billion USD on analytics solutions and integrations services through 2021, to enhance the value of new and existing automated metering infrastructure (AMI) investments. These investments enable utilities to improve customer service and engagement, upgrade distribution grid management, and increase overall energy efficiency.

Utilities continue to develop new applications beyond AMI's traditional meter-to-cash use cases. AMI-based grid edge analytics use cases have come to occupy two major categories: network and customer. On the network side, decentralized and centralized architectures are deployed to serve off-line and near real-time applications such as distribution O&M, predictive outage and reliability, and volt/VAR control. On the customer side, AMI data increases the accuracy of iterative and selflearning algorithms to enhance load forecasting, customer segmentation and load disaggregation.

AMI Vendor Taxonomy

                     Source: GTM Research.

This 80-slide report provides data and analysis of the competitive landscape for AMI solutions, global- and region-specific deployment trends, market drivers, and utility case studies to provide descriptive and prescriptive insights into the future of AMI-enabled analytics in the utility market.

Premium License purchasers will receive the full report along with detailed data, from GTM 's Grid Edge Deployment Tracker, on over 780 AMI projects and 300 AMI-related analytics deployments, covering 100 vendors and 710 utilities. The full excel data sheet will also include the underlying data from the report.

SAMPLE FIGURES

Representative AMI Project Analytics Maturity

                     Source: GTM Research.

Head End - MDMS Integration between Network and Customer Analytics

                     Source: GTM Research.

Load Forecasting at the Distribution Grid

                     Source: GTM Research.

Table of Contents

1. Introduction

  • Scope of The Report
  • Overall Taxonomy

2. Global Marketing Drivers and Limiting Factors

  • Overall Market Drivers for AMI and AMI Analytics
  • Major Global Regulatory Mandates and Proceedings
  • Overview of Market Drivers and Barriers for AMI and AMI Analytics

3. The Evolving Analytics Stack

  • The Evolution of IT Architectures
  • 4 Primary Enterprise Architectures
  • Developing Distributed Processing and Analytics
  • Architecture Strengths and Weaknesses
  • Database System Architecture Requirements
  • IT Implementation Strategies
  • Applying IT Architectures to AMI Data Management and Analysis Processes
  • Common AMI Architectures: Head-End - Meter Data Management Integration
  • Common AMI Architectures: Head-End - Data Historian Integration
  • Developing AMI Architectures: Federated Distributed/Centralized Intelligence Integration

4. Network Analytics Use Cases

  • Overview
  • Grid Edge Network Analytics Applications
  • AMI and Distributed Intelligence Platform
  • Distribution O&M: AMI Operations and Asset Management
  • Load Forecasting
  • Using AMI to Improve Predictive Outage and Reliability Analytics
  • Volt/VAR Control

5. Customer Analytics Use Cases

  • Overview
  • Grid Edge Customer Analytics Applications
  • Energy Efficiency Engagement and Customer O&M
  • Revenue Assurance

6. Global AMI and AMI Analytics Market Maturity

  • North America
  • Europe
  • Asia
  • Regional Spotlight: Japan
  • Latin America
  • Regional Spotlight: Brazil
  • Australia and New Zealand
  • Regional Spotlight: Australia

7. AMI Analytics Forecast

  • Methodology
  • AMI Project All-In Cost: Per-Meter Cost of Deployment
  • Per-Meter Cost Assumptions
  • Global Smart Meter Volume and AMI Market Spend Forecasts
  • AMI Project Cost Breakdown
  • Global AMI Analytics Aggregate Forecast

8. AMI Analytics Deployments

  • Southern California Edison
  • Consolidated Edison
  • PG&E
  • United Energy and Multinet Gas

9. Market Movements

  • AMI & AMI Analytics Market: M&A Activity 2011 - Q1 2016
  • M&A: AMI and AMI Analytics Vendors
  • Trends in AMI Partnerships
  • AMI/FAN Network Provider Common Partners
  • Investment in AMI and AMI Analytics, 2011 - Q1 2016

10. Vendor Profiles

  • Landis+Gyr
  • Silver Spring Networks
  • Siemens
  • Itron
  • Aclara
  • Enterprise Vendors
  • APAC-Focused AMI Vendors
  • Platform-as-a-Service Application Vendors
  • AMI-Based Network Analytics

11. Appendix

List of Figures

1. Introduction

  • Representative AMI Project Analytics Maturity
  • Grid Edge Cube
  • Taxonomy of AMI and AMI Analytics Vendors

2. Global Market Drivers and Limiting Factors

  • Timeline of Major Global Regulatory Mandates and Proceedings
  • Market Drivers and Barriers for AMI and AMI Analytics

3. The Evolving Analytics Stack

  • Historical Separate Stack Solutions
  • Standalone/Purpose-Built Architecture
  • Service-Oriented Architecture (SOA)
  • Big Data Platform Architecture
  • Distributed Platform Architectures
  • Common AMI Architectures: Head-End - Meter Data Management Integration
  • Common AMI Architectures: Head-End - Data Historian Integration
  • Developing AMI Architectures: Federated Distributed/Centralized Intelligence Integration

4. Network Analytics Use Cases

  • Chosen Deployment Method for Network Analytics Use Cases
  • Duke Energy's Representative DIP System Architecture
  • Load Forecasting in the Distribution Grid Diagram & Vendor Taxonomy
  • Improvements in Grid Reliability Indices at PECO
  • Centralized and Substation Volt/VAR Control Diagram & Vendor Taxonomy

5. Customer Analytics Use Cases

  • Utility-Customer Engagement Evolution
  • Energy Efficiency Data Types and Vendors
  • U.S. Enrollment in Time- and Incentive-Based Demand Response Programs
  • Revenue Assurance Vendors
  • Example Benefit Analysis for AMI Deployment
  • Estimated Benefits in North American Utilities

6. Global AMI and AMI Analytics Market Maturity

  • Table of Market Maturity in Different Global Regions
  • United States AMI Deployments in 2013
  • United States AMI Deployments in 2016
  • Number of AMI Endpoints Contracted by Quarter 2013 - Q1 2016
  • Regional Overview of Europe AMI Market
  • Outcome of EU's AMI Cost Benefit Analysis
  • Map of Regions in Asia Covered in the Forecast
  • India AMI Activity: Number of Endpoints by Year
  • Smart Meter Roll Out Proposed for Japanese Utilities
  • Map of Latin American AMI Markets
  • Current AMI Deployment in Brazil and Mexico
  • Mexico AMI Deployments
  • Largest Brazilian Utilities and Number of Customers
  • Australia Regional Endpoints
  • Silver Spring Networks Key Contracts in the Region
  • Australia's Key AMI Deployments

7. AMI Analytics Forecast

  • All-In AMI Project Cost Components
  • Per-Meter Capital Cost of AMI Deployment at 7 U.S. Utilities
  • Regional AMI All-In Cost Assumptions
  • Breakdown of Per-Meter Costs by Country
  • Forecast of Global AMI Endpoints Delayed
  • Forecast of Global AMI Market Spend by Region
  • AMI All-In Project Cost Breakdown
  • Capex and Opex Costs of IT Systems and Integration of Ameren (20-Year NPV)
  • Regional AMI All-In and IT Cost Breakdown
  • Cumulative Global Global AMI Analytics Forecast

8. AMI Analytics Deployments

  • Southern California Edison - Vendor Selection
  • Southern California Edison - Estimated Benefit and Cost Breakdown Reported (Nominal)
  • Consolidated Edison - Vendor Selection & Proposed Timeline & Capital Investment
  • Consolidation Edison - Estimated Benefit and Cost Breakdown Reported (20-Year NPV, $m)
  • PG&E - Vendor Selection & Network Analytics, DER, and Customer Analytics Pilot Scale Deployments
  • United Energy and Multinet Gas - Vendor Selection & Distribution Grid Asset Health Improvements

9. Market Movements

  • Total Disclosed Value of AMI Deals, Number of Deals Closed 2010 - 2016
  • M&A: AMI & AMI Analytics Vendors
  • AMI/FAN Network Provider Common Partners Table
  • Investment and Deal Count in AMI and AMI Analytics 2010 - 2016
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