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The Smart Grid Utility Data Market


December 1, 2010

The volume of Smart Grid data that will have to be managed by utilities over the next few years is going
to surge from 10,780 terabytes (TB) of new data created in 2010 to over 75,200 TB in 2015. Managing,
analyzing and visualizing that amount of data will be a huge undertaking, creating a global market worth
$2.9 billion in 2015.

Even this vast amount of data is just the start of the “data tsunami” that utilities will have to manage as
more Smart Grid products are installed on the grid. Growing utility awareness of the need to manage this
data will drive sales of Smart Grid data management (DM) software over the next five years. The segment
will achieve a compound annual growth rate (CAGR) of over 20% between 2010 and 2015, making it the
fastest growing segment in the Smart Grid utility data market.

Many utilities are still struggling to understand how the wealth of data generated by Smart Grid
technologies can enhance their business model, and which types of Smart Grid software will provide the
best return on their investment. While utilities are showing increasing interest in visualization software and
outage management systems, it is distribution management systems (DMS) that are expected to provide
the best returns. By 2015, SBI Energy estimates almost twice the number of utilities in the U.S. will have a
DMS in place compared to 2010.

Much of the Smart Grid funding available worldwide is still hardware focused, particularly for the
installation of smart meters. But advanced meters and other sensors are just the fingers of an emerging
smarter electrical grid; it is the data that these devices generate and the backend applications that will
manage and use that data that will be the nervous system and brain of an active and fully capable Smart
Grid.

The Smart Grid Utility Data Market by SBI Energy defines and discusses the data software tools that will
be an absolute necessity for utilities as the Smart Grid gains traction. The analysis will include definitions,
current product offerings and market detail on the following segments:

       Data management and data security software used by the electrical utility market
       System management tools integrating Smart Grid data with both new and legacy control systems
        to provide automation and fine control of a utility’s electrical grid
       Data analysis software tools that aggregates and provides usable information to utilities from raw
        Smart Grid data

Along with these product segments, the report provides insight into topics such as data integration,
cybersecurity, and adoption of standards that are necessary components for any utility looking to develop
its Smart Grid.

Report Methodology:

This report contains both primary and secondary data obtained from government sources, trade
associations and publications, business journals, scientific papers, company literature, investment
reports, and interviews with industry professionals. Statistics for U.S. and global energy use and Smart
Grid funding come from sources such as the U.S. Department of Energy and the International Energy
Administration.

What You’ll Get in This Report:

The Smart Grid Utility Data Market provides a concise, focused look on the Smart Grid data and back-end
software applications market as it exist today, and shows where the market is moving between 2010 and
2015. The report highlights key players in the Smart Grid industry and pinpoints ways that current and
prospective competitors can capitalize on recent trends and spearhead new ones. No other market
research report provides both the comprehensive analysis and extensive data that The Smart Grid Utility
Data Market offers. Plus, you’ll benefit from extensive data, presented in easy-to-read and practical
charts, tables and graphs.

How You’ll Benefit from this Report:

If your company is already doing business related to power generation, data storage or data analysis and
management technologies, or is considering making the leap, you will find this report invaluable as it
provides a comprehensive package of information and insight not offered in any other single source. You
will gain a thorough understanding of the current market for Smart Grid products related to data
collection, storage, management and analysis, as well as projected markets and trends through 2015.

This report will help:

       Marketing managers identify market opportunities and develop targeted promotion plans for
        businesses looking to partner with utilities in a Smart Grid implementation program.
       Research and development professionals stay on top of competitor initiatives and explore
        demand for utility data management and Smart Grid data management and analytic applications.
       Advertising agencies working with clients in the banking, retail and power generation industries
        develop messages and images that compel homeowners, businesses and industries to migrate
        towards alternative energy plans such as time-of-day pricing and demand response.
       Business development executives understand the dynamics of the market and identify possible
        partnerships.
       Information and research center librarians provide market researchers, brand and product
        managers and other colleagues with the vital information they need to do their jobs more
        effectively.




Additional Information

Market Insights: A Selection From The Report

Smart Grid Data Security
Data and data communications security are such fundamental requirements for the Smart Grid that the
Energy Independence and Security Act of 2007 (EISA) mandates comprehensive security for any Smart
Grid technologies funded and implemented in the U.S. However, security standards are still nascent,
making it difficult to ensure data is properly managed in current Smart Grid implementations. SBI Energy
anticipates that third party assurances of security implementations and privacy issues surrounding Smart
Grid data are the two key areas where security could have a potential impact on the market growth of the
Smart Grid

The Smart Grid Application & Data Market

The Smart Grid application segment is small but robust, encompassing and building on traditional SCADA
and utility management systems sales. The Smart Grid data segment is brand new; while electrical
utilities have had to manage some SCADA and automation data in the past, it is nothing compared to the
amount of data now gathered through smart meters and other products.

SBI Energy places the current world market for Smart Grid software and data management applications
at $1.4 billion in 2010, growing to $2.9 billion in...

Smart Grid Software Company Trends
[...]
The combination of these two factors means there have been numerous company acquisitions within the
Smart Grid applications and data management space in 2010. The deal most noticeable and which
developed the most media was ABB’s acquisition of Smart Grid software provider Ventyx. The billion
dollar acquisition puts ABB at the forefront in terms of scope of product offerings within the Smart Grid
back-end application space. SBI Energy expects the strong acquisition pace to continue for most of 2011
as there is still significant consolidation that can happen in the market.

Table of Contents

Chapter 1: Executive Summary

        Scope and Methodology

        Definition of a Smart Grid

        Smart Grid Software Applications

        Figure 1-1: Smart Grid Data Tools

        Management Software

        Analytical Software

        Data Management is Vital to the Smart Grid

        Smart Grid Data Security

        The Smart Grid Application & Data Market

        Figure 1-2: Smart Grid Data and Applications Market, 2010-2015 (in millions $)

        Smart Grid Application Software Market

        Figure 1-3: Smart Grid Software Applications Market, 2010-2015 (in millions $)

        The Smart Grid Data Management Market
Table 1-1: Smart Grid Data Generation, 2010 and 2015 (in terabytes)

       The Cost of Keeping Smart Grid Data Secure

       Smart Grid Timeline

       Trends in Smart Grid Software Use

       Table 1-2: Utilities with Distributed Automation Projects Underway or Completed, 2010-2014 (in
       percent)

       Data Security Trends

       Smart Grid Software Company Trends

       Funding the Smart Grid

       Figure 1-4: ARRA Smart Grid Application & Data Projects, 2010 (in millions $)

       Venture Capital Funding

       Development of smart grid standards

       NIST Interoperability Standards

       Smart Grid Backend Application Standards

       Table 1-3: Smart Grid Application & Data Standards

       Regulations Affecting Smart Grid Adoption

       Table 1-4: Key Smart Grid Legislation and Policy in the U.S.

       Energy Efficiency Regulations

       Renewable Energy Generation Requirements

       Cybersecurity Regulations

       U.S. Market Demographics for Smart Grid Applications

       Figure 1-5: Number of Utilities in the U.S. by Provider Type, 2008

       How much do Utilities Want the Smart Grid?

       Are Utilities Prepared for the Smart Grid?

       Smart Grid Adoption Around the World

Chapter 2: Forging the Smarter Grid

       Scope and Methodology

       Report Methodology

       Definition of a Smart Grid

       Figure 2-1: Smart Grid Overview

       A system of systems
The Qualities of a Smart Grid

       Smart Grid Software Applications

       Figure 2-2: Smart Grid Data Tools

       SCADA and the Data Mart: Precursor to the Smart Grid

       Management Software

       Analytical Software

       Proper Data Management is Vital to the Smart Grid

       Types of Smart Grid Data

       Figure 2-3: Smart Grid Data types

       Sources of Smart Grid data

       Figure 2-4: Sources of Smart Grid Data

       Hardware Requirements for Smart Grid Data

       Defining “Smart” in a Smart Grid

       Table 2-1: NEMA Smart Grid Intelligence Levels

       The Smart Grid versus the Active Grid

       Smart Grid Data Security

       Figure 2-5: NIST Smart Grid Secure Communication Interactions

       Key Security Objectives

       How Security Adoption can Affect the Smart Grid Market

       The Smart Grid Potential

Chapter 3: The Market

       Figure 3-1: Smart Grid Enabling Technologies Market, 2009-2014 (in millions $)

       Increasing Peak Demand Drives the Need for a Smart Grid

       Table 3-1: Top U.S. States for Peak Electricity Demand Forecast, 2015 (in megawatts)

       The Smart Grid Application & Data Market

       Figure 3-2: Smart Grid Data and Applications Market, 2010-2015 (in millions $)

       Smart Grid Application Software Market

       Figure 3-3: Smart Grid Software Applications Market, 2010-2015 (in millions $)

       Electrical Grid Management Systems Category led by DMS Sales

       Figure 3-4: Smart Grid EMS/DMS Market, 2010-2015 (in millions $)
Figure 3-5: U.S. EMS and DMS Market Share, 2010-2015 (in percent)

The Smart Grid Data Management Market

Figure 3-6: Smart Grid Data Management Market, 2010-2015 (in millions $)

Table 3-2: Smart Grid Data Generation, 2010 and 2015 (in terabytes)

The Cost of Keeping Smart Grid Data Secure

Figure 3-7: Smart Grid Data Security Market, 2010-2015 (in million $)

Smart Grid Timeline

Figure 3-8: U.S. Smart Grid Implementation Timeline

Funding the Smart Grid

ARRA Smart Grid funding

Figure 3-9: ARRA Smart Grid Funding, 2009 (in millions $)

Figure 3-10: ARRA Smart Grid Application & Data Projects, 2010 (in millions $)

DOE Smart Grid Funding

Table 3-3: DOE OE Smart Grid Funding Allocations, FY2009-FY2011 (in thousands $)

Venture Capital Funding

Figure 3-11: VC Smart Grid Spending by Category, Q1-Q3 of 2010 (in millions $)

CO2 Reduction & the Carbon Credit Market

Figure 3-12: U.S. Electricity Flow Diagram, 2007 Quadrillion Btu

Development of smart grid standards

Figure 3-13: NIST Smart Grid Organizational Structure

NIST Interoperability Standards

Table 3-4: NIST Priority Smart Grid Standards for Development, 2010

Smart Grid Backend Application Standards

Table 3-5: Smart Grid Application & Data Standards

Security Standards

Table 3-6: Standards Relevant to Smart Grid Security, 2010

Regulations Affecting Smart Grid Adoption

Table 3-7: Key Smart Grid Legislation and Policy in the U.S.

Energy Efficiency Regulations

Figure 3-14: U.S. States with Energy Efficiency Resource Standards, 2009
Renewable Energy Generation Requirements

       Table 3-8: Countries with National Renewable Portfolio Standards

       Cybersecurity Regulations

       EU Smart Grid Mandates

Chapter 4: Smart Grid Data & Application Trends

       Figure 4-1: Relationships of key stakeholders for Smart Grid Adoption

       Smart Grid Software Use

       Data Management & Analysis Trends

       Smart Grid Management System Trends

       Table 4-1: Utilities with Distributed Automation Projects Underway or Completed, 2010-2014 (in
       percent)

       Data Issues Surrounding Utility Adoption of Smart Grids

       Internal & External Data Cooperation

       Figure 4-2: Utility Internal and External Processes Enabled by Implemented Smart Grid
       Capabilities, 2008 (in percent)

       Quality of Data Determination

       Data Security Trends

       Awareness of Data Security in Utilities

       Figure 4-3: Frequency Internal Assessment of NERC Security Standards by Utilities, 2008 (in
       percent)

       Data Privacy Issues

       Figure 4-4: Power usage Revealing Personal Activities

       Smart Grid Software Integration Also Growing as a Market

       Smart Grid Data & Application Case Studies

       Southern Company’s Smart Grid Data Management System

       Figure 4-5: Southern Company’s Smart Grid Data Management Model

       Xcel SmartGridCity

       The Case for Smart Grids from a Utility Perspective

       Table 4-2: Major Categories of Operational Savings for Two Utilities Implementing an AMI (in
       percentage)

       Table 4-3: SCE Smart Grid Project Estimated Operational Benefits, 2007 (in millions of dollars)

       Internal Utility Benefits
Table 4-4: Internal Benefits to Utilities from Implementing Smart Grid Products

      External Utility Benefits

      Table 4-5: Electrical Disruption Cost by Industry, 2007 (in dollars per kilowatt)

      How much do Utilities Want the Smart Grid?

      Electrical Utilities

      U.S. Market Demographics for Smart Grid Applications

      Figure 4-6: Number of Utilities in the U.S. by Provider Type, 2008

      Table 4-6: Top U.S. States by Electricity Sold, 2008 (in MW)

      Are Utilities Prepared for the Smart Grid?

      Table 4-7: Smart Grid Maturity Model

      Smart Grid Hardware Leads Software Application use

      Demand Response and Time-of-use Pricing

      Table 4-8: DOE Survey- Utility Demand Response & Time-of-Use Programs, 2008 (in number of
      utilities)

      Smart Grid Adoption Around the World

      Adoption of Smart Grids in Europe

      Comparing U.S. and European Smart Grid Environments

      Smart Grids Outside the U.S. and Europe

Chapter 5: Companies

      Table 5-1: Major Smart Grid Software Company Acquisitions, 2010

      Utilities and Software Firm Partnerships

      Table 5-2: Global Intelligent Utility Network Coalition Members, 2010

Smart Grid Data Management Companies

      Aclara Software

      Performance

      Products

      Table 5-3: Aclara Software’s Utility Software Products, 2010

      Recent Developments

      CURRENT Group

      Performance

      Products
Table 5-4: CURRENT’s Utility Software Products, 2010

      Recent Developments

      Ecologic Analytics

      Performance

      Table 5-5: Ecologic Analytic’s Major Utility Software Sales, 2009-2010

      Products

      eMeter

      Performance

      Table 5-6: eMeter’s Venture Capital Funding, 2007-2010 (in millions $)

      Products

      Table 5-7: eMeter’s Utility Software Products, 2010

      Recent Developments

      Oracle Corporation

      Performance

      Figure 5-1: Oracle Corporation’s Earnings & Income, FY2006-FY2010 (in millions $)

      Products

      Table 5-8: Oracle’s Utilities Software Products, 2010

      Recent Developments

      OSIsoft

      Performance

      Products

      Recent Developments

Smart Grid Back-End Application Companies

      ABB

      Performance

      Figure 5-2: ABB’s Earnings & Income, 2005-2009 (in millions $)

      Products

      Table 5-9: ABB Smart Grid Software Products

      Recent Developments

      Areva T&D
Areva T&D Purchased by Alstom and Schneider Electric

Performance

Figure 5-3: Areva T&D’s Earnings, FY2006-FY2010 (in millions of euro)

Products

Table 5-10: Areva T&D’s Utility Software Products, 2010

Recent Developments

Efacec ACS

Performance

Products

Table 5-11: Efacec ACS Energy’s Utility Software Products, 2010

GE Energy

Performance

Figure 5-4: GE Energy’s Earnings & Income, 2005-2009 (in millions $)

Products

Table 5-12: GE Energy’s Utility Software Products, 2010

Recent Developments

GridPoint

Performance

Table 5-13: GridPoint’s Venture Capital Funding, 2004-2010 (in millions $)

Products

Recent Developments

Intergraph

Performance

Figure 5-5: Intergraph’s Earnings, 2005-2009 (in millions $)

Products

Table 5-14: Intergraph’s Utility Software Products, 2010

Recent Developments

Milsoft

Performance

Products
Table 5-15: Milsoft’s Utility Software Products, 2010

       Recent Developments

       Nexant

       Performance

       Products

       Table 5-16: Nexant’s Utility Software Offerings

       Recent Developments

       OSI

       Performance

       Table 5-17: OSI’s Major Utility Software Sales, 2009-2010

       Products

       Table 5-18: OSI’s Utility Software Offerings

       Siemens

       Performance

       Figure 5-6: Earnings & Income for Siemens’ T&D Business Units, FY2006-FY2010 (in millions
       euro)

       Products

       Table 5-19: Siemens Energy’s Utility Software Products, 2010

       Recent Developments

       Telvent

       Performance

       Figure 5-7: Telvent’s Earnings, 2005-2009 (in millions of euro)

       Products

       Table 5-20: Telvent’s Utility Software Products, 2010

       Recent Developments

Appendix: Company Contact Information



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Smart Grid Utility Data Market, the

  • 1. Get more info on this report! The Smart Grid Utility Data Market December 1, 2010 The volume of Smart Grid data that will have to be managed by utilities over the next few years is going to surge from 10,780 terabytes (TB) of new data created in 2010 to over 75,200 TB in 2015. Managing, analyzing and visualizing that amount of data will be a huge undertaking, creating a global market worth $2.9 billion in 2015. Even this vast amount of data is just the start of the “data tsunami” that utilities will have to manage as more Smart Grid products are installed on the grid. Growing utility awareness of the need to manage this data will drive sales of Smart Grid data management (DM) software over the next five years. The segment will achieve a compound annual growth rate (CAGR) of over 20% between 2010 and 2015, making it the fastest growing segment in the Smart Grid utility data market. Many utilities are still struggling to understand how the wealth of data generated by Smart Grid technologies can enhance their business model, and which types of Smart Grid software will provide the best return on their investment. While utilities are showing increasing interest in visualization software and outage management systems, it is distribution management systems (DMS) that are expected to provide the best returns. By 2015, SBI Energy estimates almost twice the number of utilities in the U.S. will have a DMS in place compared to 2010. Much of the Smart Grid funding available worldwide is still hardware focused, particularly for the installation of smart meters. But advanced meters and other sensors are just the fingers of an emerging smarter electrical grid; it is the data that these devices generate and the backend applications that will manage and use that data that will be the nervous system and brain of an active and fully capable Smart Grid. The Smart Grid Utility Data Market by SBI Energy defines and discusses the data software tools that will be an absolute necessity for utilities as the Smart Grid gains traction. The analysis will include definitions, current product offerings and market detail on the following segments:  Data management and data security software used by the electrical utility market  System management tools integrating Smart Grid data with both new and legacy control systems to provide automation and fine control of a utility’s electrical grid  Data analysis software tools that aggregates and provides usable information to utilities from raw Smart Grid data Along with these product segments, the report provides insight into topics such as data integration, cybersecurity, and adoption of standards that are necessary components for any utility looking to develop
  • 2. its Smart Grid. Report Methodology: This report contains both primary and secondary data obtained from government sources, trade associations and publications, business journals, scientific papers, company literature, investment reports, and interviews with industry professionals. Statistics for U.S. and global energy use and Smart Grid funding come from sources such as the U.S. Department of Energy and the International Energy Administration. What You’ll Get in This Report: The Smart Grid Utility Data Market provides a concise, focused look on the Smart Grid data and back-end software applications market as it exist today, and shows where the market is moving between 2010 and 2015. The report highlights key players in the Smart Grid industry and pinpoints ways that current and prospective competitors can capitalize on recent trends and spearhead new ones. No other market research report provides both the comprehensive analysis and extensive data that The Smart Grid Utility Data Market offers. Plus, you’ll benefit from extensive data, presented in easy-to-read and practical charts, tables and graphs. How You’ll Benefit from this Report: If your company is already doing business related to power generation, data storage or data analysis and management technologies, or is considering making the leap, you will find this report invaluable as it provides a comprehensive package of information and insight not offered in any other single source. You will gain a thorough understanding of the current market for Smart Grid products related to data collection, storage, management and analysis, as well as projected markets and trends through 2015. This report will help:  Marketing managers identify market opportunities and develop targeted promotion plans for businesses looking to partner with utilities in a Smart Grid implementation program.  Research and development professionals stay on top of competitor initiatives and explore demand for utility data management and Smart Grid data management and analytic applications.  Advertising agencies working with clients in the banking, retail and power generation industries develop messages and images that compel homeowners, businesses and industries to migrate towards alternative energy plans such as time-of-day pricing and demand response.  Business development executives understand the dynamics of the market and identify possible partnerships.  Information and research center librarians provide market researchers, brand and product managers and other colleagues with the vital information they need to do their jobs more effectively. Additional Information Market Insights: A Selection From The Report Smart Grid Data Security
  • 3. Data and data communications security are such fundamental requirements for the Smart Grid that the Energy Independence and Security Act of 2007 (EISA) mandates comprehensive security for any Smart Grid technologies funded and implemented in the U.S. However, security standards are still nascent, making it difficult to ensure data is properly managed in current Smart Grid implementations. SBI Energy anticipates that third party assurances of security implementations and privacy issues surrounding Smart Grid data are the two key areas where security could have a potential impact on the market growth of the Smart Grid The Smart Grid Application & Data Market The Smart Grid application segment is small but robust, encompassing and building on traditional SCADA and utility management systems sales. The Smart Grid data segment is brand new; while electrical utilities have had to manage some SCADA and automation data in the past, it is nothing compared to the amount of data now gathered through smart meters and other products. SBI Energy places the current world market for Smart Grid software and data management applications at $1.4 billion in 2010, growing to $2.9 billion in... Smart Grid Software Company Trends [...] The combination of these two factors means there have been numerous company acquisitions within the Smart Grid applications and data management space in 2010. The deal most noticeable and which developed the most media was ABB’s acquisition of Smart Grid software provider Ventyx. The billion dollar acquisition puts ABB at the forefront in terms of scope of product offerings within the Smart Grid back-end application space. SBI Energy expects the strong acquisition pace to continue for most of 2011 as there is still significant consolidation that can happen in the market. Table of Contents Chapter 1: Executive Summary Scope and Methodology Definition of a Smart Grid Smart Grid Software Applications Figure 1-1: Smart Grid Data Tools Management Software Analytical Software Data Management is Vital to the Smart Grid Smart Grid Data Security The Smart Grid Application & Data Market Figure 1-2: Smart Grid Data and Applications Market, 2010-2015 (in millions $) Smart Grid Application Software Market Figure 1-3: Smart Grid Software Applications Market, 2010-2015 (in millions $) The Smart Grid Data Management Market
  • 4. Table 1-1: Smart Grid Data Generation, 2010 and 2015 (in terabytes) The Cost of Keeping Smart Grid Data Secure Smart Grid Timeline Trends in Smart Grid Software Use Table 1-2: Utilities with Distributed Automation Projects Underway or Completed, 2010-2014 (in percent) Data Security Trends Smart Grid Software Company Trends Funding the Smart Grid Figure 1-4: ARRA Smart Grid Application & Data Projects, 2010 (in millions $) Venture Capital Funding Development of smart grid standards NIST Interoperability Standards Smart Grid Backend Application Standards Table 1-3: Smart Grid Application & Data Standards Regulations Affecting Smart Grid Adoption Table 1-4: Key Smart Grid Legislation and Policy in the U.S. Energy Efficiency Regulations Renewable Energy Generation Requirements Cybersecurity Regulations U.S. Market Demographics for Smart Grid Applications Figure 1-5: Number of Utilities in the U.S. by Provider Type, 2008 How much do Utilities Want the Smart Grid? Are Utilities Prepared for the Smart Grid? Smart Grid Adoption Around the World Chapter 2: Forging the Smarter Grid Scope and Methodology Report Methodology Definition of a Smart Grid Figure 2-1: Smart Grid Overview A system of systems
  • 5. The Qualities of a Smart Grid Smart Grid Software Applications Figure 2-2: Smart Grid Data Tools SCADA and the Data Mart: Precursor to the Smart Grid Management Software Analytical Software Proper Data Management is Vital to the Smart Grid Types of Smart Grid Data Figure 2-3: Smart Grid Data types Sources of Smart Grid data Figure 2-4: Sources of Smart Grid Data Hardware Requirements for Smart Grid Data Defining “Smart” in a Smart Grid Table 2-1: NEMA Smart Grid Intelligence Levels The Smart Grid versus the Active Grid Smart Grid Data Security Figure 2-5: NIST Smart Grid Secure Communication Interactions Key Security Objectives How Security Adoption can Affect the Smart Grid Market The Smart Grid Potential Chapter 3: The Market Figure 3-1: Smart Grid Enabling Technologies Market, 2009-2014 (in millions $) Increasing Peak Demand Drives the Need for a Smart Grid Table 3-1: Top U.S. States for Peak Electricity Demand Forecast, 2015 (in megawatts) The Smart Grid Application & Data Market Figure 3-2: Smart Grid Data and Applications Market, 2010-2015 (in millions $) Smart Grid Application Software Market Figure 3-3: Smart Grid Software Applications Market, 2010-2015 (in millions $) Electrical Grid Management Systems Category led by DMS Sales Figure 3-4: Smart Grid EMS/DMS Market, 2010-2015 (in millions $)
  • 6. Figure 3-5: U.S. EMS and DMS Market Share, 2010-2015 (in percent) The Smart Grid Data Management Market Figure 3-6: Smart Grid Data Management Market, 2010-2015 (in millions $) Table 3-2: Smart Grid Data Generation, 2010 and 2015 (in terabytes) The Cost of Keeping Smart Grid Data Secure Figure 3-7: Smart Grid Data Security Market, 2010-2015 (in million $) Smart Grid Timeline Figure 3-8: U.S. Smart Grid Implementation Timeline Funding the Smart Grid ARRA Smart Grid funding Figure 3-9: ARRA Smart Grid Funding, 2009 (in millions $) Figure 3-10: ARRA Smart Grid Application & Data Projects, 2010 (in millions $) DOE Smart Grid Funding Table 3-3: DOE OE Smart Grid Funding Allocations, FY2009-FY2011 (in thousands $) Venture Capital Funding Figure 3-11: VC Smart Grid Spending by Category, Q1-Q3 of 2010 (in millions $) CO2 Reduction & the Carbon Credit Market Figure 3-12: U.S. Electricity Flow Diagram, 2007 Quadrillion Btu Development of smart grid standards Figure 3-13: NIST Smart Grid Organizational Structure NIST Interoperability Standards Table 3-4: NIST Priority Smart Grid Standards for Development, 2010 Smart Grid Backend Application Standards Table 3-5: Smart Grid Application & Data Standards Security Standards Table 3-6: Standards Relevant to Smart Grid Security, 2010 Regulations Affecting Smart Grid Adoption Table 3-7: Key Smart Grid Legislation and Policy in the U.S. Energy Efficiency Regulations Figure 3-14: U.S. States with Energy Efficiency Resource Standards, 2009
  • 7. Renewable Energy Generation Requirements Table 3-8: Countries with National Renewable Portfolio Standards Cybersecurity Regulations EU Smart Grid Mandates Chapter 4: Smart Grid Data & Application Trends Figure 4-1: Relationships of key stakeholders for Smart Grid Adoption Smart Grid Software Use Data Management & Analysis Trends Smart Grid Management System Trends Table 4-1: Utilities with Distributed Automation Projects Underway or Completed, 2010-2014 (in percent) Data Issues Surrounding Utility Adoption of Smart Grids Internal & External Data Cooperation Figure 4-2: Utility Internal and External Processes Enabled by Implemented Smart Grid Capabilities, 2008 (in percent) Quality of Data Determination Data Security Trends Awareness of Data Security in Utilities Figure 4-3: Frequency Internal Assessment of NERC Security Standards by Utilities, 2008 (in percent) Data Privacy Issues Figure 4-4: Power usage Revealing Personal Activities Smart Grid Software Integration Also Growing as a Market Smart Grid Data & Application Case Studies Southern Company’s Smart Grid Data Management System Figure 4-5: Southern Company’s Smart Grid Data Management Model Xcel SmartGridCity The Case for Smart Grids from a Utility Perspective Table 4-2: Major Categories of Operational Savings for Two Utilities Implementing an AMI (in percentage) Table 4-3: SCE Smart Grid Project Estimated Operational Benefits, 2007 (in millions of dollars) Internal Utility Benefits
  • 8. Table 4-4: Internal Benefits to Utilities from Implementing Smart Grid Products External Utility Benefits Table 4-5: Electrical Disruption Cost by Industry, 2007 (in dollars per kilowatt) How much do Utilities Want the Smart Grid? Electrical Utilities U.S. Market Demographics for Smart Grid Applications Figure 4-6: Number of Utilities in the U.S. by Provider Type, 2008 Table 4-6: Top U.S. States by Electricity Sold, 2008 (in MW) Are Utilities Prepared for the Smart Grid? Table 4-7: Smart Grid Maturity Model Smart Grid Hardware Leads Software Application use Demand Response and Time-of-use Pricing Table 4-8: DOE Survey- Utility Demand Response & Time-of-Use Programs, 2008 (in number of utilities) Smart Grid Adoption Around the World Adoption of Smart Grids in Europe Comparing U.S. and European Smart Grid Environments Smart Grids Outside the U.S. and Europe Chapter 5: Companies Table 5-1: Major Smart Grid Software Company Acquisitions, 2010 Utilities and Software Firm Partnerships Table 5-2: Global Intelligent Utility Network Coalition Members, 2010 Smart Grid Data Management Companies Aclara Software Performance Products Table 5-3: Aclara Software’s Utility Software Products, 2010 Recent Developments CURRENT Group Performance Products
  • 9. Table 5-4: CURRENT’s Utility Software Products, 2010 Recent Developments Ecologic Analytics Performance Table 5-5: Ecologic Analytic’s Major Utility Software Sales, 2009-2010 Products eMeter Performance Table 5-6: eMeter’s Venture Capital Funding, 2007-2010 (in millions $) Products Table 5-7: eMeter’s Utility Software Products, 2010 Recent Developments Oracle Corporation Performance Figure 5-1: Oracle Corporation’s Earnings & Income, FY2006-FY2010 (in millions $) Products Table 5-8: Oracle’s Utilities Software Products, 2010 Recent Developments OSIsoft Performance Products Recent Developments Smart Grid Back-End Application Companies ABB Performance Figure 5-2: ABB’s Earnings & Income, 2005-2009 (in millions $) Products Table 5-9: ABB Smart Grid Software Products Recent Developments Areva T&D
  • 10. Areva T&D Purchased by Alstom and Schneider Electric Performance Figure 5-3: Areva T&D’s Earnings, FY2006-FY2010 (in millions of euro) Products Table 5-10: Areva T&D’s Utility Software Products, 2010 Recent Developments Efacec ACS Performance Products Table 5-11: Efacec ACS Energy’s Utility Software Products, 2010 GE Energy Performance Figure 5-4: GE Energy’s Earnings & Income, 2005-2009 (in millions $) Products Table 5-12: GE Energy’s Utility Software Products, 2010 Recent Developments GridPoint Performance Table 5-13: GridPoint’s Venture Capital Funding, 2004-2010 (in millions $) Products Recent Developments Intergraph Performance Figure 5-5: Intergraph’s Earnings, 2005-2009 (in millions $) Products Table 5-14: Intergraph’s Utility Software Products, 2010 Recent Developments Milsoft Performance Products
  • 11. Table 5-15: Milsoft’s Utility Software Products, 2010 Recent Developments Nexant Performance Products Table 5-16: Nexant’s Utility Software Offerings Recent Developments OSI Performance Table 5-17: OSI’s Major Utility Software Sales, 2009-2010 Products Table 5-18: OSI’s Utility Software Offerings Siemens Performance Figure 5-6: Earnings & Income for Siemens’ T&D Business Units, FY2006-FY2010 (in millions euro) Products Table 5-19: Siemens Energy’s Utility Software Products, 2010 Recent Developments Telvent Performance Figure 5-7: Telvent’s Earnings, 2005-2009 (in millions of euro) Products Table 5-20: Telvent’s Utility Software Products, 2010 Recent Developments Appendix: Company Contact Information Available immediately for Online Download at http://www.marketresearch.com/product/display.asp?productid=2496610
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