スマートグリッドデータ分析の世界市場

【英語タイトル】Smart Grid data Analytics (AMI Analytics, Demand Response, Grid Optimization, Asset Management and Others) Market - Global Industry Analysis, Size, Share, Growth, Trends and Forecast 2015 - 2022

Transparency Market Researchが出版した調査資料(TMR602452)・商品コード:TMR602452
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・発行日:2015年11月
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【レポートの概要】

Smart grid data analytics are data analytics solutions used to analyze data generated from the smart grid network. These solutions can also be defined as a subset of Big Data analytics solutions used specifically for energy & utilities. The main purpose behind using data analytics solutions for the energy & utilities sector is to enable utility providers to optimize their efficiency and minimize losses occurring in electricity generation and distribution. The data is generated from different intelligent components such as smart meters, automated distribution systems, and sensing & measurement devices; this is then transmitted to the utility station for further predictive analysis. Through such predictive analysis, utility providers seek to cater to the ever-increasing demand for electricity more efficiently and with optimum return on investment (ROI).

The market for smart grid data analytics is segmented based on the type of data analytics solutions, service type, deployment models, and the end-users. On the basis of data analytics solutions, the market is segmented into advanced metering infrastructure (AMI) analytics solutions, demand response solutions, grid optimization solutions, asset management solutions, and others. The others segment includes energy forecasting solutions and data visualization tools. The services provided by the utilities provides include professional services (consulting) and support & maintenance services. The market is segmented based on the type of deployment models into on-premise, cloud-based, and hybrid deployment models. Based on the end-users, the market for smart grid data analytics is segmented into small & medium enterprises (utility/grid owners), large enterprises (utility/grid owners), and public sector entities (utility/grid owners).

This report studies the current scenario as well as the future market potential for smart grid data analytics globally. Apart from the smart grid data analytics segment, additional market information for BSS solutions used specifically for utility providers has also been included in the report. The market for these smart grid data analytics and BSS solutions has been extensively analyzed on the basis of factors such as types of solutions, adoption, and activities (such as investment) in the smart grid industry and the various geographic regions across which the market is spread. The market size and forecasts in terms of revenue (US$ Mn) for each of the segments has been provided for the period from 2013 to 2022, considering 2014 as the base year. The report also provides the compounded annual growth rate (CAGR) for each segment of the market for the forecast period from 2015 to 2022.

Geographically, the global market for smart grid data analytics has been segmented into five regions: North America, Europe, Asia Pacific, Middle East and Africa (MEA), and Latin America. The market size and forecast for each region has been provided for the period 2013 to 2022 along with the CAGR (%) for the forecast period from 2015 to 2022. The study also includes qualitative analysis of the competitive scenario for major countries/regions in these geographical segments. The market overview section of this report comprises qualitative analysis of the overall market, highlighting the factors determining market dynamics such as drivers, restraints, and opportunities, along with the key trends analysis. The section also includes ecosystem analysis, wherein the role of smart grid equipment providers and smart grid analytics solutions vendors has been discussed.

The report also provides a section on the competitive landscape, wherein the market positioning analysis of the leading players in the smart grid data analytics market in 2014 has been discussed. Strategies adopted by the leading players in the market have also been included under the competitive landscape section. The report concludes with the profiles of major players in the global smart grid data analytics market such as Accenture Plc., IBM Corporation, Siemens AG, SAS Institute, Inc., SAP SE, Oracle Corporation, Opower, Inc., EMC Corporation, Cap Gemini SA, and Hewlett-Packard Development Company, L.P.

【レポートの目次】

Chapter 1 Preface
1.1 Report Description
1.2 Market Segmentation
1.2.1 Market Segmentation: Smart Grid Data Analytics Market
1.2.2 Market Segmentation: BSS Solutions (for Utilities) Market
1.3 Research Methodology
1.3.1 Sources
1.3.1.1 Secondary Research
1.3.1.2 Primary Research
Chapter 2 Executive Summary
2.1 Market Snapshot: Global Smart Grid Data Analytics Market (2014 & 2022)
2.2 Global Smart Grid Data Analytics Market, 2013 – 2022, Revenue (US$ Mn) and Y-o-Y Growth (%)
Chapter 3 Global Smart Grid Data Analytics Market Analysis
3.1 Overview
3.2 Market Dynamics
3.2.1 Drivers
3.2.1.1 Growing investment in the smart grid systems
3.2.1.2 Advancements in Internet of Things (IoT) and Big Data analytics
3.2.1.3 Growing demand for power supplemented by higher transmission and distribution losses in Asia Pacific
3.2.2 Restraints
3.2.2.1 High costs of smart grid systems and lack of regulations
3.2.2.2 Lack of awareness and reluctance to change
3.2.3 Opportunities
3.2.3.1 Untapped potential in emerging markets
3.2.3.2 Hybrid deployment model for smart grid data analytics solutions
3.3 Key Trends Analysis
3.3.1 Partnership with different companies in the smart grid systems industry
3.3.2 Development of analytics solutions for smart meters
3.4 Ecosystem Analysis: Smart Grid Data Analytics Market
3.5 Global Smart Grid Data Analytics Market Analysias, By Component, 2013 – 2022 (US$ Mn)
3.5.1 Overview
3.5.1.1 Global Smart Grid Data Analytics Market Analysis, By Component, Segment Share, 2014 & 2022
3.5.2 Software
3.5.2.1 Global Smart Grid Data Analytics Software Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.5.3 Services
3.5.3.1 Global Smart Grid Data Analytics Services Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.6 Global Smart Grid Data Analytics Market Analysis, By Solution Type, 2013 – 2022 (US$ Mn)
3.6.1 Overview
3.6.1.1 Global Smart Grid Data Analytics Market, By Solution Type, Segment Share, 2014 & 2022
3.6.2 AMI Analytics
3.6.2.1 Global AMI Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.6.3 Demand Response Analytics
3.6.3.1 Global Demand Response Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.6.4 Grid Optimization Analytics
3.6.4.1 Global Grid Optimization Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.6.5 Asset Management Analytics
3.6.5.1 Global Asset Management Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.6.6 Other Analytics Solutions
3.6.6.1 Global Other Analytics Solutions Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.7 Global BSS Solutions (for Utilities) Market Analysis, By Type, 2013 – 2022 (US$ Mn)
3.7.1 Overview
3.7.1.1 Global BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
3.7.2 Specialized Solutions (for Back-end Users)
3.7.2.1 Global Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.7.2.2 Global Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.7.3 Generalized Solutions (for Front-end Users)
3.7.3.1 Global Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.7.3.2 Global Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.8 Global Smart Grid Data Analytics Market Analysis, By Service, 2013 – 2022 (US$ Mn)
3.8.1 Overview
3.8.1.1 Global Smart Grid Data Analytics Market, By Service, Segment Share, 2014 & 2022
3.8.2 Professional Services
3.8.2.1 Global Smart Grid Data Analytics Market for Professional Services, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.8.3 Support & Maintenance Services
3.8.3.1 Global Smart Grid Data Analytics Market for Support & Maintenance Services, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.9 Global Smart Grid Data Analytics Market Analysis, By Deployment Model, 2013 – 2022 (US$ Mn)
3.9.1 Overview
3.9.1.1 Global Smart Grid Data Analytics Market, By Deployment Model, Segment Share, 2014 & 2022
3.9.2 On-premise
3.9.2.1 Global On-premise Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.9.3 Cloud-based
3.9.3.1 Global Cloud-based Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.9.4 Hybrid
3.9.4.1 Global Hybrid Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.10 Global Smart Grid Data Analytics Market Analysis, By End-user, 2013 – 2022 (US$ Mn)
3.10.1 Overview
3.10.1.1 Global Smart Grid Data Analytics Market, By End-user, Segment Share, 2014 & 2022
3.10.2 Small & Medium Enterprises
3.10.2.1 Global Smart Grid Data Analytics Market for Small & Medium Enterprises, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.10.3 Large Enterprises
3.10.3.1 Global Smart Grid Data Analytics Market for Large Enterprises, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.10.4 Public Sector
3.10.4.1 Global Smart Grid Data Analytics Market for Public Sector, Revenue and Forecast, 2013 – 2022 (US$ Mn)
3.11 Global Smart Grid Data Analytics Market Analysis, By Geography, 2013 – 2022 (US$ Mn)
3.11.1 North America
3.11.1.1 Overview
3.11.1.2 Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 – 2022
3.11.2 Europe
3.11.2.1 Overview
3.11.2.2 Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 – 2022
3.11.3 Asia Pacific
3.11.3.1 Overview
3.11.3.2 Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 – 2022
3.11.4 Middle East and Africa
3.11.4.1 Overview
3.11.4.2 Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 – 2022
3.11.5 Latin America
3.11.5.1 Overview
3.11.5.2 Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 – 2022
3.12 Competitive Landscape
3.12.1 Market Positioning of Key Players, 2014
3.12.2 Competitive Strategies Adopted by Leading Players
3.12.3 Recommendations
Chapter 4 North America Smart Grid Data Analytics Market Analysis, 2013 – 2022 (US$ Mn)
4.1 Market Dynamics and Trends
4.2 North America Smart Grid Data Analytics Market Analysis, by Component
4.2.1 Overview
4.2.2 North America Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
4.2.3 North America Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
4.3 North America Smart Grid Data Analytics Market Analysis, by Solution Type
4.3.1 Overview
4.3.2 North America Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
4.3.3 North America Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
4.4 North America BSS Solutions (for Utilities) Market Analysis, By Type, 2013 – 2022 (US$ Mn)
4.4.1 Overview
4.4.1.1 North America BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
4.4.2 Specialized Solutions (for Back-end Users)
4.4.2.1 North America Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
4.4.2.2 North America Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
4.4.3 Generalized Solutions (for Front-end Users)
4.4.3.1 North America Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
4.4.3.2 North America Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
4.5 North America Smart Grid Data Analytics Market Analysis, by Service
4.5.1 Overview
4.5.2 North America Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
4.5.3 North America Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
4.6 North America Smart Grid Data Analytics Market Analysis, By Deployment Model, 2013 – 2022 (US$ Mn)
4.6.1 Overview
4.6.2 North America Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
4.6.3 North America Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
4.7 North America Smart Grid Data Analytics Market Analysis, By End-user, 2013 – 2022 (US$ Mn)
4.7.1 Overview
4.7.2 North America Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
4.7.3 North America Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
4.8 North America Smart Grid Data Analytics Market Analysis, by Geography, 2013 – 2022 (US$ Mn)
4.8.1 Overview
4.8.2 North America Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
4.8.3 The U.S.
4.8.3.1 The U.S. Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
4.8.4 Rest of North America (RoNA)
4.8.4.1 Rest of North America Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
Chapter 5 Europe Smart Grid Data Analytics Market Analysis, 2013 – 2022 (US$ Mn)
5.1 Market Dynamics and Trends
5.2 Europe Smart Grid Data Analytics Market Analysis, by Component
5.2.1 Overview
5.2.2 Europe Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
5.2.3 Europe Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
5.3 Europe Smart Grid Data Analytics Market Analysis, by Solution Type
5.3.1 Overview
5.3.2 Europe Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
5.3.3 Europe Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
5.4 Europe BSS Solutions (for Utilities) Market Analysis, By Type, 2013 – 2022 (US$ Mn)
5.4.1 Overview
5.4.1.1 Europe BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
5.4.2 Specialized Solutions (for Back-end Users)
5.4.2.1 Europe Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
5.4.2.2 Europe Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
5.4.3 Generalized Solutions (for Front-end Users)
5.4.3.1 Europe Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
5.4.3.2 Europe Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
5.5 Europe Smart Grid Data Analytics Market Analysis, by Service
5.5.1 Overview
5.5.2 Europe Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
5.5.3 Europe Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
5.6 Europe Smart Grid Data Analytics Market Analysis, By Deployment Model, 2013 – 2022 (US$ Mn)
5.6.1 Overview
5.6.2 Europe Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
5.6.3 Europe Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
5.7 Europe Smart Grid Data Analytics Market Analysis, By End-user, 2013 – 2022 (US$ Mn)
5.7.1 Overview
5.7.2 Europe Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
5.7.3 Europe Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
5.8 Europe Smart Grid Data Analytics Market Analysis, by Geography, 2013 – 2022 (US$ Mn)
5.8.1 Overview
5.8.2 Europe Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
5.8.3 EU7
5.8.3.1 EU7 Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
5.8.4 CIS Countries
5.8.4.1 CIS Countries Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
5.8.5 Rest of Europe
5.8.5.1 Rest of Europe Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
Chapter 6 Asia Pacific Smart Grid Data Analytics Market Analysis, 2013 – 2022 (US$ Mn)
6.1 Market Dynamics and Trends
6.2 Asia Pacific Smart Grid Data Analytics Market Analysis, by Component
6.2.1 Overview
6.2.2 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
6.2.3 Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
6.3 Asia Pacific Smart Grid Data Analytics Market Analysis, by Solution Type
6.3.1 Overview
6.3.2 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
6.3.3 Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
6.4 Asia Pacific BSS Solutions (for Utilities) Market Analysis, By Type, 2013 – 2022 (US$ Mn)
6.4.1 Overview
6.4.1.1 Asia Pacific BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
6.4.2 Specialized Solutions (for Back-end Users)
6.4.2.1 Asia Pacific Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.4.2.2 Asia Pacific Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.4.3 Generalized Solutions (for Front-end Users)
6.4.3.1 Asia Pacific Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.4.3.2 Asia Pacific Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.5 Asia Pacific Smart Grid Data Analytics Market Analysis, by Service
6.5.1 Overview
6.5.2 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
6.5.3 Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
6.6 Asia Pacific Smart Grid Data Analytics Market Analysis, By Deployment Model, 2013 – 2022 (US$ Mn)
6.6.1 Overview
6.6.2 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
6.6.3 Asia Pacific Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
6.7 Asia Pacific Smart Grid Data Analytics Market Analysis, By End-user, 2013 – 2022 (US$ Mn)
6.7.1 Overview
6.7.2 Asia Pacific Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
6.7.3 Asia Pacific Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
6.8 Asia Pacific Smart Grid Data Analytics Market Analysis, by Geography, 2013 – 2022 (US$ Mn)
6.8.1 Overview
6.8.2 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
6.8.3 Japan
6.8.3.1 Japan Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.8.4 China
6.8.4.1 China Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.8.5 South Asia
6.8.5.1 South Asia Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.8.6 Australasia
6.8.6.1 Australasia Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
6.8.7 Rest of Asia Pacific
6.8.7.1 Rest of Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
Chapter 7 Middle East & Africa Smart Grid Data Analytics Market Analysis, 2013 – 2022 (US$ Mn)
7.1 Market Dynamics and Trends
7.2 MEA Smart Grid Data Analytics Market Analysis, by Component
7.2.1 Overview
7.2.2 MEA Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
7.2.3 MEA Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
7.3 MEA Smart Grid Data Analytics Market Analysis, by Solution Type
7.3.1 Overview
7.3.2 MEA Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
7.3.3 MEA Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
7.4 MEA BSS Solutions (for Utilities) Market Analysis, By Type, 2013 – 2022 (US$ Mn)
7.4.1 Overview
7.4.1.1 MEA BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
7.4.2 Specialized Solutions (for Back-end Users)
7.4.2.1 MEA Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.4.2.2 MEA Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.4.3 Generalized Solutions (for Front-end Users)
7.4.3.1 MEA Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.4.3.2 MEA Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.5 MEA Smart Grid Data Analytics Market Analysis, by Service
7.5.1 Overview
7.5.2 MEA Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
7.5.3 MEA Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
7.6 MEA Smart Grid Data Analytics Market Analysis, By Deployment Model, 2013 – 2022 (US$ Mn)
7.6.1 Overview
7.6.2 MEA Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
7.6.3 MEA Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
7.7 MEA Smart Grid Data Analytics Market Analysis, By End-user, 2013 – 2022 (US$ Mn)
7.7.1 Overview
7.7.2 MEA Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
7.7.3 MEA Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
7.8 MEA Smart Grid Data Analytics Market Analysis, by Geography, 2013 – 2022 (US$ Mn)
7.8.1 Overview
7.8.2 MEA Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
7.8.3 GCC Countries
7.8.3.1 GCC Countries Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.8.4 North Africa
7.8.4.1 North Africa Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.8.5 Southern Africa
7.8.5.1 Southern Africa Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
7.8.6 Rest of MEA
7.8.6.1 Rest of MEA Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
Chapter 8 Latin America Smart Grid Data Analytics Market Analysis, 2013 – 2022 (US$ Mn)
8.1 Market Dynamics and Trends
8.2 Latin America Smart Grid Data Analytics Market Analysis, by Component
8.2.1 Overview
8.2.2 Latin America Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
8.2.3 Latin America Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
8.3 Latin America Smart Grid Data Analytics Market Analysis, by Solution Type
8.3.1 Overview
8.3.2 Latin America Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
8.3.3 Latin America Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
8.4 Latin America BSS Solutions (for Utilities) Market Analysis, By Type, 2013 – 2022 (US$ Mn)
8.4.1 Overview
8.4.1.1 Latin America BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
8.4.2 Specialized Solutions (for Back-end Users)
8.4.2.1 Latin America Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
8.4.2.2 Latin America Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
8.4.3 Generalized Solutions (for Front-end Users)
8.4.3.1 Latin America Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
8.4.3.2 Latin America Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 – 2022 (US$ Mn)
8.5 Latin America Smart Grid Data Analytics Market Analysis, by Service
8.5.1 Overview
8.5.2 Latin America Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
8.5.3 Latin America Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
8.6 Latin America Smart Grid Data Analytics Market Analysis, By Deployment Model, 2013 – 2022 (US$ Mn)
8.6.1 Overview
8.6.2 Latin America Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
8.6.3 Latin America Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
8.7 Latin America Smart Grid Data Analytics Market Analysis, By End-user, 2013 – 2022 (US$ Mn)
8.7.1 Overview
8.7.2 Latin America Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
8.7.3 Latin America Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
8.8 Latin America Smart Grid Data Analytics Market Analysis, by Geography, 2013 – 2022 (US$ Mn)
8.8.1 Overview
8.8.2 Latin America Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
8.8.3 Brazil
8.8.3.1 Brazil Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
8.8.4 Rest of Latin America
8.8.4.1 Rest of Latin America Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
Chapter 9 Company Profiles
9.1 Accenture Plc.
9.2 Capgemini S.A.
9.3 EMC Corporation
9.4 Hewlett-Packard Development Company, L.P.
9.5 IBM Corporation
9.6 Opower, Inc.
9.7 Oracle Corporation
9.8 SAP SE
9.9 SAS Institute, Inc.
9.10 Siemens AG
9.11 Amdocs Ltd.
9.12 Tata Consultancy Services Ltd.
9.13 NetCracker Technology Corporation
9.14 Hansen Technologies
9.15 ZTEsoft Technology Co., Ltd.

List of Figures

FIG. 1 Smart Grid Data Analytics: Market Segmentation
FIG. 2 BSS Solutions (for Utilities): Market Segmentation
FIG. 3 Global Smart Grid Data Analytics Market, 2013 - 2022, Revenue (US$ Mn) and Y-o-Y Growth (%)
FIG. 4 Global Smart Grid Data Analytics Market, by Solution Type, 2014 (US$ Mn)
FIG. 5 Global Smart Grid Data Analytics Market, by Service, 2014 (US$ Mn)
FIG. 6 Global Smart Grid Data Analytics Market, by Deployment Model, 2014 (US$ Mn)
FIG. 7 Global Smart Grid Data Analytics Market, by End-user, 2014 (US$ Mn)
FIG. 8 Global Smart Grid Data Analytics Market, by Geography, 2014 (US$ Mn)
FIG. 9 Global BSS Solutions (for Utilities) Market, by Type, 2014 (US$ Mn)
FIG. 10 Global Specialized BSS Solutions (for Utilities) Market, by Solution, 2014 (US$ Mn)
FIG. 11 Global Generalized BSS Solutions (for Utilities) Market, by Solution, 2014 (US$ Mn)
FIG. 12 Global BSS Solutions (for Utilities) Market, by Geography, 2014 (US$ Mn)
FIG. 13 Global Power Consumption, 2012 – 2020 (TWh)
FIG. 14 Ecosystem Analysis: Smart Grid Data Analytics Market
FIG. 15 Global Smart Grid Data Analytics Market Analysis, By Component, Segment Share, 2014 & 2022
FIG. 16 Global Smart Grid Data Analytics Software Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 17 Global Smart Grid Data Analytics Services Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 18 Global Smart Grid Data Analytics Market, By Solution Type, Segment Share, 2014 & 2022
FIG. 19 Global AMI Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 20 Global Demand Response Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 21 Global Grid Optimization Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 22 Global Asset Management Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 23 Global Other Analytics Solutions Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 24 Global BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
FIG. 25 Global Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 26 Global Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 27 Global Smart Grid Data Analytics Market, By Service, Segment Share, 2014 & 2022
FIG. 28 Global Smart Grid Data Analytics Market for Professional Services, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 29 Global Smart Grid Data Analytics Market for Support & Maintenance Services, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 30 Global Smart Grid Data Analytics Market, By Deployment Model, Segment Share, 2014 & 2022
FIG. 31 Global On-premise Smart Grid Data Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 32 Global Cloud-based Smart Grid Data Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 33 Global Hybrid Smart Grid Data Analytics Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 34 Global Smart Grid Data Analytics Market, By End-user, Segment Share, 2014 & 2022
FIG. 35 Global Smart Grid Data Analytics Market for Small & Medium Enterprises, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 36 Global Smart Grid Data Analytics Market for Large Enterprises, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 37 Global Smart Grid Data Analytics Market for Public Sector, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 38 North America Smart Grid Data Analytics Market Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 - 2022
FIG. 39 Europe Smart Grid Data Analytics Market Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 - 2022
FIG. 40 Asia Pacific Smart Grid Data Analytics Market Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 - 2022
FIG. 41 Middle East and Africa Smart Grid Data Analytics Market Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 - 2022
FIG. 42 Latin America Smart Grid Data Analytics Market Revenue (US$ Mn) and Y-o-Y Growth (%), 2013 - 2022
FIG. 43 North America Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
FIG. 44 North America Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
FIG. 45 North America BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
FIG. 46 North America Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 47 North America Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 48 North America Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
FIG. 49 North America Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
FIG. 50 North America Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
FIG. 51 North America Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
FIG. 52 U.S. Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 53 RoNA Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 54 Europe Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
FIG. 55 Europe Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
FIG. 56 Europe BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
FIG. 57 Europe Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 58 Europe Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 59 Europe Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
FIG. 60 Europe Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
FIG. 61 Europe Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
FIG. 62 Europe Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
FIG. 63 EU7 Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 64 CIS Countries Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 65 Rest of Europe Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 66 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
FIG. 67 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
FIG. 68 Asia Pacific BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
FIG. 69 Asia Pacific Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 70 Asia Pacific Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 71 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
FIG. 72 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
FIG. 73 Asia Pacific Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
FIG. 74 Asia Pacific Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
FIG. 75 Japan Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 76 China Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 77 South Asia Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 78 Australasia Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 79 Rest of Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 80 MEA Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
FIG. 81 MEA Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
FIG. 82 MEA BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
FIG. 83 MEA Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 84 MEA Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 85 MEA Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
FIG. 86 MEA Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
FIG. 87 MEA Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
FIG. 88 MEA Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
FIG. 89 GCC Countries Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 90 North Africa Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 91 Southern Africa Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 92 Rest of MEA Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 93 Latin America Smart Grid Data Analytics Market Segment Share, by Component, 2014 and 2022 (%)
FIG. 94 Latin America Smart Grid Data Analytics Market Segment Share, by Solution Type, 2014 and 2022 (%)
FIG. 95 Latin America BSS Solutions (for Utilities) Market, By Type, Segment Share, 2014 & 2022
FIG. 96 Latin America Specialized Solutions (for Back-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 97 Latin America Generalized Solutions (for Front-end Users) Market, Revenue and Forecast, 2013 - 2022 (US$ Mn)
FIG. 98 Latin America Smart Grid Data Analytics Market Segment Share, by Service, 2014 and 2022 (%)
FIG. 99 Latin America Smart Grid Data Analytics Market Segment Share, by Deployment Model, 2014 and 2022 (%)
FIG. 100 Latin America Smart Grid Data Analytics Market Segment Share, by End-user, 2014 and 2022 (%)
FIG. 101 Latin America Smart Grid Data Analytics Market Segment Share, by Geography, 2014 and 2022 (%)
FIG. 102 Brazil Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)
FIG. 103 Rest of Latin America Smart Grid Data Analytics Market, Revenue and Forecast, 2013 – 2022 (US$ Mn)

List of Tables

TABLE 1 Market Snapshot: Global Smart Grid Data Analytics Market (2014 & 2022)
TABLE 2 Global Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 3 Global Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 4 Market Positioning of Key Players, 2014
TABLE 5 North America Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
TABLE 6 North America Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
TABLE 7 North America Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 8 North America Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 9 North America Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
TABLE 10 North America Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
TABLE 11 North America Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
TABLE 12 Europe Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
TABLE 13 Europe Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
TABLE 14 Europe Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 15 Europe Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 16 Europe Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
TABLE 17 Europe Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
TABLE 18 Europe Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
TABLE 19 Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
TABLE 20 Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
TABLE 21 Asia Pacific Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 22 Asia Pacific Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 23 Asia Pacific Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
TABLE 24 Asia Pacific Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
TABLE 25 Asia Pacific Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
TABLE 26 MEA Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
TABLE 27 MEA Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
TABLE 28 MEA Specialized Solutions (for Back-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 29 MEA Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 30 MEA Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
TABLE 31 MEA Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
TABLE 32 MEA Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)
TABLE 33 Latin America Smart Grid Data Analytics Market, Revenue and Forecast, by Component, 2013 – 2022 (US$ Mn)
TABLE 34 Latin America Smart Grid Data Analytics Market, Revenue and Forecast, by Solution Type, 2013 – 2022 (US$ Mn)
TABLE 35 Latin America Specialized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 36 Latin America Generalized Solutions (for Front-end Users) Market, by Solution, Revenue and Forecast, 2013 - 2022 (US$ Mn)
TABLE 37 Latin America Smart Grid Data Analytics Market, Revenue and Forecast, by Service, 2013 – 2022 (US$ Mn)
TABLE 38 Latin America Smart Grid Data Analytics Market Revenue and Forecast, by Deployment Model, 2013 – 2022 (US$ Mn)
TABLE 39 Latin America Smart Grid Data Analytics Market Revenue and Forecast, by End-user, 2013 – 2022 (US$ Mn)

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