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市場調查報告書

分散式發電預測分析:發電機、微渦輪機、小型渦輪機的維修改善、工作時間延長的數位創新

Predictive Analytics for Distributed Generation: Digital Innovations to Enhance Maintenance and Extend Uptime for Gensets, Microturbines and Small Turbines

出版商 Navigant Research 商品編碼 653531
出版日期 內容資訊 英文
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分散式發電預測分析:發電機、微渦輪機、小型渦輪機的維修改善、工作時間延長的數位創新 Predictive Analytics for Distributed Generation: Digital Innovations to Enhance Maintenance and Extend Uptime for Gensets, Microturbines and Small Turbines
出版日期: 2018年06月18日內容資訊: 英文
簡介

本報告提供全球柴油、天然氣往復式發電機,20MW以下的小型渦輪機,及微渦輪機預測分析 (PA)的部署的相關調查,工商業 (C&I) 預備用,C&I 一次 & 連續式,C&I CHP (熱電聯產),公共事業,及資源探勘的5個市場區隔分析,各市場區隔、地區的全球市場的預測,市場成長的推動因素、障礙,及PADG (分散式發電預測分析) 相關的賦能技術,及PADG的價值鏈、商務案例等彙整資料。

第1章 摘要整理

第2章 市場課題

  • 預測分析及石化燃料分散式發電
  • PA (預測分析)的利用案例補足其他數位利用案例
  • 主要的促進要素、障礙
    • 對可靠的現場發電的需求擴大
    • 現場發電的數位化、連接性的增加
    • 為了維持競爭力,最大化現場發電的經濟利益的必要性
  • 鋼鐵業主要的賦能技術數位
    • 擴增實境與相關技術
    • 連接性和遙控系統
  • 價值鏈概要:PADG
    • 發電機廠商
    • 發電機控制器企業
    • IoT閘道器供應商
    • APM平台企業
    • 雲端服務、IoT平台
    • DG所有者、業者
    • 價值鏈的摘要、高價值資料

第3章 市場預測

  • 預測概要
  • 部署等級、平均實行收益:各市場區隔
    • 部署等級:各市場區隔
    • 平均實行收益:各市場區隔
  • 全球預測:各市場區隔
    • C&I 預備電力市場區隔
    • C&I 一次 & 連續式電力市場區隔
    • C&I CHP市場區隔
    • 公共事業市場區隔
    • 資源探勘市場區隔
  • 結論、建議

第4章 縮寫及簡稱清單

第5章 目錄

第6章 圖表

第7章 調查範圍,出處、調查方法,註記

圖表

目錄
Product Code: MF-PADG-18

Predictive analytics (PA) is trending across many industries, with professionals from financial services to mobility leveraging data to forecast trends and behavior patterns. Though PA has seen limited success to date among fossil fueled distributed generation (DG) systems, Navigant Research anticipates significant growth as the digitization of energy accelerates and ubiquitous connectivity arrives. In a world of increasingly distributed energy, demand for reliable and inexpensive onsite power may be the biggest driver of all.

This growing focus on reliability, demand for improved lifecycle economics, and a general push toward digitization are driving global demand for PA for fossil fueled DG (PADG). In an industry traditionally focused on mechanical performance, PADG creates a digital twin of the rotating equipment that can be monitored, modeled, and manipulated to enhance system operation. Customers adopt PADG for two primary reasons: increased uptime and optimized maintenance. These goals have solid business cases, especially for larger critical systems running thousands of hours per year. Yet, the path to widespread deployment of PA is also capturing adjacent use cases of digitization, including real-time monitoring, asset and fleet management, and energy use cases like virtual power plant revenue. Customers looking to incorporate such solutions range from industrial facility managers to small utilities like munis and cooperatives.

This Navigant Research report analyzes the global market for PA deployment for diesel and natural gas reciprocating gensets, small turbines below 20 MW, and microturbines. The study examines five segments: commercial and industrial (C&I) standby, C&I prime and continuous, C&I combined heat and power (CHP), utility, and resource extraction. Global market forecasts, broken out by segment and region, extend through 2027. The report also analyzes the key market drivers and barriers and enabling technologies related to PADG and provides an overview of the PADG value chain and business cases.

Key Questions Addressed:

  • Which regions and segments are expected to show the greatest demand for predictive analytics for distributed generation (PADG) in the next 10 years?
  • What are the costs and benefits of PADG?
  • Which companies are the key players in the PADG value chain?
  • What are the adjacent value streams that help prove the PADG business case?
  • What should DG vendors do to succeed in the changing marketplace?

Who needs this report?

  • Genset vendors
  • Turbine vendors
  • Generator controller vendors
  • Predictive analytics (PA) software vendors
  • Asset performance management (APM) solutions vendors
  • Microgrid developers
  • Utilities and grid operators
  • Investor community

Table of Contents

1. Executive Summary

  • 1.1 Overview
  • 1.2 Market Forecast Highlights

2. Market Issues

  • 2.1 Predictive Analytics and Fossil Fueled Distributed Generation
    • 2.1.1 Other Industries Lead the Way for PA in Distributed Generation
  • 2.2 PA Use Cases Complement Other Digital Use Cases
  • 2.3 Key Drivers and Barriers
    • 2.3.1 Growing Demand for Reliable Onsite Generation
    • 2.3.2 Increasing Digitization and Connectivity of Onsite Generation
    • 2.3.3 Need to Maximize Economic Returns of Onsite Generation to Stay Competitive
  • 2.4 Key Enabling Technologies Are Digital in an Industry of Steel
    • 2.4.1 Augmented Reality and Related Technologies
    • 2.4.2 Connectivity and Remote Systems
  • 2.5 Value Chain Overview: PADG
    • 2.5.1 Generator Companies
    • 2.5.2 Generator Controller Companies
    • 2.5.3 IoT Gateway Vendors
    • 2.5.4 APM Platform Companies
    • 2.5.5 Cloud Services and IoT Platforms
    • 2.5.6 DG Owners and Operators
    • 2.5.7 Value Chain Summary and the High Value of Data

3. Market Forecasts

  • 3.1 Forecast Overview
  • 3.2 Deployment Levels and Average Implementation Revenue by Segment
    • 3.2.1 Deployment Levels by Segment
    • 3.2.2 Average Implementation Revenue by Segment
  • 3.3 Global Forecasts by Segment
    • 3.3.1 C&I Standby Segment
    • 3.3.2 C&I Prime and Continuous Segment
    • 3.3.3 C&I CHP Segment
    • 3.3.4 Utility Segment
    • 3.3.5 Resource Extraction Segment
  • 3.4 Conclusions and Recommendations

4. Acronym and Abbreviation List

5. Table of Contents

6. Table of Charts and Figures

7. Scope of Study, Sources and Methodology, Notes

List of Charts and Figures

  • Annual PADG Capacity and Implementation Revenue by Region, World Markets: 2018-2027
  • Fraction of Total DG Systems with PA by Segment, World Markets: 2018-2027
  • Average Implementation Revenue per PADG System by Segment, World Markets: 2018-2027
  • Annual PADG Units and Implementation Revenue by Region, C&I Standby Segment, World Markets: 2018-2027
  • Annual PADG Units and Implementation Revenue by Region, C&I Prime and Continuous Segment, World Markets: 2018-2027
  • Annual PADG Units and Implementation Revenue by Region, C&I CHP Segment, World Markets: 2018-2027
  • Annual PADG Units and Implementation Revenue by Region, Utility Segment, World Markets: 2018-2027
  • Annual PADG Units and Implementation Revenue by Region, Resource Extraction Segment, World Markets: 2018-2027
  • The Road to Predictive Analytics
  • Knowledge Sharing in Predictive Analytics: Smaller Systems Increasingly Viable
  • Augmented Reality for Engine Maintenance: Woodward's Smartphone App
  • Value Chain: Predictive Analytics for Fossil Fueled Distributed Generation
  • Value Chain: Company Differentiators and Operational Data Access by Category

List of Tables

  • Summary of Drivers and Barriers for PADG
  • Annual Distributed Generator Units with Predictive Analytics by Region, World Markets: 2018-2027
  • Annual Implementation Revenue, Predictive Analytics for Distributed Generators by Region, World Markets: 2018-2027
  • Annual Distributed Generator Capacity with Predictive Analytics by Region, World Markets: 2018-2027
  • Annual Distributed Generator Units with Predictive Analytics by Technology, World Markets: 2018-2027
  • Annual Distributed Generator Units with Predictive Analytics by Region, C&I Standby Segment, World Markets: 2018-2027
  • Annual Implementation Revenue, Predictive Analytics for Distributed Generators by Region, C&I Standby Segment, World Markets: 2018-2027
  • Annual Distributed Generator Units with Predictive Analytics by Region, C&I Prime and Continuous Segment, World Markets: 2018-2027
  • Annual Implementation Revenue, Predictive Analytics for Distributed Generators by Region, C&I Prime and Continuous Segment, World Markets: 2018-2027
  • Annual Distributed Generator Units with Predictive Analytics by Region, C&I CHP Segment, World Markets: 2018-2027
  • Annual Implementation Revenue, Predictive Analytics for Distributed Generators by Region, C&I CHP Segment, World Markets: 2018-2027
  • Annual Distributed Generator Units with Predictive Analytics by Region, Utility Segment, World Markets: 2018-2027
  • Annual Implementation Revenue, Predictive Analytics for Distributed Generators by Region, Utility Segment, World Markets: 2018-2027
  • Annual Distributed Generator Units with Predictive Analytics by Region, Resource Extraction Segment, World Markets: 2018-2027
  • Annual Implementation Revenue, Predictive Analytics for Distributed Generators by Region, Resource Extraction Segment, World Markets: 2018-2027
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