Meter Data Management Systems. Position. Vice President, Product Management. November 29 December 1, 2010 Santo Domingo Dominican Republic

Size: px
Start display at page:

Download "Meter Data Management Systems. Position. Vice President, Product Management. November 29 December 1, 2010 Santo Domingo Dominican Republic"

Transcription

1 Meter Data Management Systems Speakers Andy Zetlan name Position Company Aclara Country USA Vice President, Product Management November 29 December 1, 2010 Santo Domingo Dominican Republic

2 Welcome Thank you for taking the time to join us today Our topic for this next discussion is Meter Data Management Systems (MDMS) Your speaker today Andy Zetlan, VP Product Management at Aclara Live in Mountain View, California but work in Wellesley, Massachusetts Our agenda is a simple one Introductions What is a Meter Data Management System? Meter Data Management Systems features and functions Evaluating, selecting and implementing MDMS Open discussion and questions Please ask questions at anytime, and we will do our best to address your questions here or after the meeting

3 MDMS - Agenda 1. Introduction 2. What is MDMS? 3. MDMS features and functionality 4. Implementing MDMS 5. Open discussion and questions

4 Utility software applications fueled by data Business applications and Smart Grid solutions are complex, and consume large amounts of data Data about the electricity network (T&D) Data about electricity markets (prices, forecasts, etc.) Via SCADA systems Via ISO / RTO and markets Business Applications and Smart Grid Solutions Data about customers (consumption, status, and other data) Via metering systems

5 The scale of data collection is a key issue The move to the smart grid results in a paradigm shift regarding metering data. Currently, most utilities create monthly files of meter reads (using manual collection) and submit them to the billing system. With the smart grid, utilities are transformed from distributors of power to brokers of information that handle millions of data transactions every day... When the numerous other functions are considered, such as outage management and demand response events, the impending scale of the challenge becomes apparent. Christopher Perdue, Intelligent Utility Magazine September/October 2010 (bold lettering added..)

6 MDMS - Agenda 1. Introduction 2. What is MDMS? 3. MDMS features and functionality 4. Implementing MDMS 5. Open discussion and questions

7 Telemetering meter data the role of MDMS MDM Software Consolidates data from one or more head-ends, then validates the data before sending to various business applications MDM Software Head End Software provides Vendorspecific interface logic needed to manage meter communication and health (NOC) WAN Communications the communications medium to move data back to the head office Backhaul (RF, Mesh, Fiber, etc.) Head-end Software WAN Communications Neighborhood Area Networks the medium to bring data from end-points to a concentration point if required (RF, PLC, BPL, etc.) Neighborhood Area Networks Meter / HAN Infrastructure The devices and local communications infrastructure for meters and other devices

8 Defining MDMS Initial definition A central data repository and management engine that can accept metering data from several different AMI systems. MDM was seen as a purely billing issue.to streamline billing data collection Today s definition are now defined as systems that link a utility s meter data to its back-end enterprise systems. is essential for a utility to capture advanced benefits as promised by interval meter data, especially when implemented prior to a large-scale residential advanced metering infrastructure (AMI) rollout Source: Chartwell Research Reports

9 Why the interest in MDMS? There are two primary reasons: The advent of Smart Grid, and the need to balance supply and demand using both supply and demand management tools The need for better visibility into customer usage to operate more effectively, forecast more accurately, and assure revenue Once MDMS is in place, many other opportunities present themselves and are considered and implemented More attractive rate options can be offered Customers can become more aware of energy consumption and manage that consumption if desired Reduced outages and outage durations Many others

10 Key business drivers for AMI / MDMS Chartwell Research Reports, 2009

11 Another view of the benefits of AMI / MDMS Quantifiable Benefits Intangible Benefits New Revenue - Reduced Read-to-Pay Time - PBR incentive Harvesting Reduced Outage Minutes Fewer Estimated Bills - New Customer Services Energy Information Services Selectable Bill Date Selectable Bill Frequency Bill Aggregation On-Demand Bill Customized Bill Meter Reading for Other Utilities Outage/Restoration Notification Analysis/Conservation Services One Time & Short Term Benefits - Meter Accuracy Improved - Sale of used meters - Meter Changeout Ends - Tamper Detection & Correction Capital Reductions - Load Research Equip. - Meter Reader Vehicles - Optimal Transformer Sizing - Meter Inventory Reduced Expenses - Customer Service Bill Inquiries Reduced Faster Inquiry Resolution Customer Site Visits - Billing Reduced Manual Processing Fewer Estimated Bills Fewer Pre-bill Audits - Metering & Reading On-Cycle Reads Off-Cycle Reads Meter Reader Safety, Liability Meter Reader Training Reduced Meter Testing Direct Access Settlement Load Research Metering - Distribution Operations Capacitor Control Outage Restoration Transformer Failure Avoided Losses - Reduced Non-Billable Consumption Tamper Deterred Unoccupied Premises - Electric System Optimization End of Line Voltage Feeder Load Balancing Power Factor Losses Customer Service Benefits - Diverse Customer Services - New Rates Possible - Increased Responsiveness to Customer - Less Intrusive to Customer - Power Quality Monitoring Strategic Benefits - Distribution Automation support - Monitor/Manage Distributed Generation - Greater Approved Return - Improved Costs & Pricing Basis - Improved Load Forecasting & System Planning - Improved System Reliability - Market Segmentation & Targeting - Improved Public/Regulatory Relations - Improved Customer Satisfaction copyright 2005 Plexus Research, Inc.

12 MDMS - Agenda 1. Introduction 2. What is MDMS? 3. MDMS features and functionality 4. Implementing MDMS 5. Open discussion and questions

13 MDMS stores metering information, ensures that the data is accurate, and delivers data to a variety of business processes Data storage, archiving, and retrieval Validation, Editing and Estimation (VEE) Reporting Billing determinant computations Integration with other information systems Governance, risk management, and compliance (GRC) MDMS basic functionality

14 MDMS advanced functionality Some MDMS software packages add advanced capabilities to support Revenue assurance Meter Management Planning and asset management Demand response Forecasting and settlement Load profiling Business intelligence Customer Portal Hourly View with Usage and Cost Data in a Critical Peak Dynamic Price Rate

15 MDMS an integral part of utility IT infrastructure Distribution Management Outage Management Demand Response Comprehensive Voltage Reduction Others Customer billing Asset Management Demand response Outage management Customer service Planning Forecasting Others OSB ESB MDMS Data Storage VEE Reporting Billing Determinants Integration Governance, risk management and compliance Interfaces to head-end software SOA Web Services -File Based Customer Portal AMI System(s)

16 MDMS Business Processes Meter Asset Management Billing Load Research Forecasting & Settlement Demand Response Revenue Protection Distribution Planning Meter Provisioning Define Rate Logic Customer Segmentation Load Modeling Customer Interactions Planning and Segmentation Define Circuit Models Mobile Field Service Calculate Determinants Load Profiling Load Forecasting Planning and Segmentation Define External Data (D&B, etc) Define Planning Scenarios Inventory Tracking On-Demand Billing Load Modeling Allocate Load Responsibility Customer Communication Define Tests Asset Utilization Analysis (TLM) Meter Testing CIS Integration Reporting and Graphing Calculate Capacity Obligations AMI Command Execution Generate Qualified List Long-Term Feeder Planning Regulatory Reporting View Exceptions Unbilled Revenue Calculation Create Market Transactions Reporting Manage Investigations Share Results (GIS, Load Flow) Meter & Operational Data Management Data Cleansing and VEE Workflow Scheduling Data Security and Audit Data Alignment Configure Meters Data Exception Management Business Process Management 16 On Demand Read Service Connect/ Disconnect Service Order Creation Outage Integration Rate Change Meter Demand Reset Billing Read

17 Revenue assurance Analyze meter data to generate a list of suspicious accounts or meters Detects potential revenue loss accounts theft of service meter installation problems meter malfunctions leakage Identify hot lists of suspicious activity Displays customer attributes Key statistics Working lists by user Track the state of an account

18 Forecasting, settlement & load research 1. Segmentation analysis 2. Load profiling 3. Load aggregation for forecasting and unbilled usage recognition 4. Load & Capacity settlement

19 Complex Billing Calculate billing determinants to enable complex pricing programs TOU billing Real time pricing Peak demand Totaling demand Net metering

20 Distribution asset analysis Provides a detailed view of loading conditions historical and forecasted - at any point on a distribution network Analyze transformer and feeder loading Improve timing and precision of capital investments Improve asset sizing and consistency Identify high line losses Target customers for load control

21 Demand response analysis in the MDMS Capture meters or devices enrolled in a program Record/Initiate events Validate against program rules Execute display messages and load control Calculate baseline and billing determinants

22 Governance, risk management, and compliance (GRC) Critical functionality to ensure the security and integrity of the MDMS data Governance Setting the rules around which the MDMS will be managed to ensure data integrity, and the process around which the data will be secured Risk Management The tactical approach to be used to secure the MDMS data, including security tools, accessibility rules, and other processes and procedures Compliance Measuring the performance of the Governance and Risk management approach, including reports of accessibility issues and triggers

23 Customer portal How much do I owe? How do I view and pay my bill? Why is my bill different than before? How does my bill compare to last year? Are there programs that would benefit me? How does my home/facility use energy? How can I control my costs? How does my home compare? When do I use energy? Am I on the right rate? What is my bill to date in the billing cycle? What will my bill be at the end of the month?

24 MDMS - Agenda 1. Introduction 2. What is MDMS? 3. MDMS features and functionality 4. Implementing MDMS 5. Open discussion and questions

25 Evaluating and selecting an MDMS Creating the specification Features / functions Business processes The business case Defining the benefits Requesting proposals From qualified vendors Selecting a Vendor Choosing the right solution

26 Specifying the MDMS MDMS is usually specified in two dimensions Features and functions (lists are generally available from vendors, consulting firms, and industry analysts) Work flow (documenting the business processes using the MDMS, once it is in service) An implementation strategy should be included How the software will be implemented, including any integration, training, and other tasks that must be performed Costs should be known and well-supported Creating a complete understanding of the cost and timing of cost for the project Benefits must be clearly defined and accepted Understanding how the organization will benefit from the new software implementation (both hard and soft savings) Enabling the organization to know when the project has succeeded

27 Components of cost Software costs Licensing Personalization / configuration Development of enhancements Integration Software tools, including database and others Hardware Processes Storage Implementation Evaluation and selection Training Design (both software and process) Testing and transition into production Operations and maintenance Labor to support the MDMS Software licenses and upgrades Hardware upgrades Disaster backup and recovery Chartwell Research Reports, 2009

28 The evaluation process Each organization has its own approach, but generally proposals are received and evaluated to reach a selection Functionality ability to accomplish the goals of the utility Cost should be reasonable cost The vendor viability, experience, team culture, etc. Risk ability to deliver in the time and budget that is planned Key issues are important the MDMS must be: Scalable Accurate Flexible Interoperable Expandable Proven

29 Typical MDMS implementation approach Program management office, roadmap, and reporting Tasks Tasks Tasks Tasks Tasks Create Project Plan Set up Implementation standards and procedures Execute kick-off Create Communication Plan Production hardware Procurement Document Requirements Assess data complexity Identify Delta requirements Document and design Delta solution Approve requirements with Delta Review standard design scenarios Configuration design Setup Environments Review testing strategy Collect initialization data and data conversion Configure and unit test Finalize test cases Review organizational change management Planning for production support and cutover Plan end user training Internal review Conduct Internal Test Conduct Integration and System Test Conduct volume and stress test Conduct User Acceptance Testing Test cutover strategy Define Production timelines Establish long term support plan Train end users Refine cutover plans Execute cutover Start of production Transition to maintenance

30 Key MDMS implementation issues Communication Most MDMS implementation problems are the result of communication issues between all parties and the project team Manage cost while delivering initial benefit Don t forget to measure benefits to ensure that you are on track for a successful deployment Establish a strong Project Management Office (PMO) Frequent reporting and problem identification / resolution Vendor management and relationships Change control Focus on Change Management It is critical to understand the impact on the organization resulting from the new technology deployment, and plan for it Meter Data Management, Chartwell, 2010

31 MDMS - Agenda 1. Introduction 2. What is MDMS? 3. MDMS features and functionality 4. Implementing MDMS 5. Open discussion and questions

32 Summary MDMS is a key software module for any Smart Grid program Ensures that data is properly managed Provides data for a wide variety of business processes Requires effort to specify, evaluate, select and implement MDMS sits between field telemetry and many other software applications Requires intensive IT activity to implement Requires attention to operate and maintain In addition to enabling the use of a wide variety of metering systems, MDMS helps deliver critical benefits Focused on the operation of the network, management of assets, and the enablement of the customer

33 Andy Zetlan Many thanks for your participation today in this Speakers name MDMS discussion! Position Company Country Vice President, Product Management LinkedIn: andyzetlan November 29 December 1, 2010 Santo Domingo Dominican Republic

Michele A. Pierzga PPL Services

Michele A. Pierzga PPL Services Michele A. Pierzga PPL Services Using MDM Beyond Customer Billing PPL Electric Utilities Central and eastern PA 10,000 square miles 1.4 million customers 7,700 MW peak load 36.7 billion kwh delivered 2,200

More information

Itron Analytics. Maximize the Full Value of Your Smart Grid. Image

Itron Analytics. Maximize the Full Value of Your Smart Grid. Image Itron Analytics Maximize the Full Value of Your Smart Grid Image Complete Data Intelligence Lifecycle The ultimate goal of the smart grid is to ensure safe and reliable delivery of energy. Building your

More information

Smart Metering and the Need for Advanced Data Management

Smart Metering and the Need for Advanced Data Management Smart Metering and the Need for Advanced Data Management Brian Owenson Sr Director, Technology Strategy, Oracle Utilities Global Business Unit 1 Agenda A Little History Some Definitions Current State of

More information

Smart Meters The Impact on Customer Service Operations

Smart Meters The Impact on Customer Service Operations Smart Meters The Impact on Customer Service Operations James Barnes Utility Customer Service Administrator City of Tallahassee Utilities Copyright 2010 Accenture All Rights Reserved. Accenture, its logo,

More information

Bridging the Gap between AMI and the Enterprise with MDM

Bridging the Gap between AMI and the Enterprise with MDM Bridging the Gap between AMI and the Enterprise with MDM Wendy Lohkamp Director, Product Marketing, Itron Kevin Walsh Industry Principal, SAP for Utilities Itron s History More than,00 customers in over

More information

Itron Enterprise Edition Meter Data Management SMART METER / AMI ROADMAP

Itron Enterprise Edition Meter Data Management SMART METER / AMI ROADMAP Itron Enterprise Edition Meter Data Management SMART METER / AMI ROADMAP IEE AMI MDM Roadmap: 2007-2011 5.3 Q3 2007 6.0 Q2 2008 Q2 2009 8.0 2011 > AMI System Integration for Readings and Events > AMI Readings

More information

Itron Analytics Maximize the Value of Your Smart Grid

Itron Analytics Maximize the Value of Your Smart Grid Itron Analytics Maximize the Value of Your Smart Grid Act Measure Predict Closed-Loop Analytics Store Analyze Complete Data Intelligence Lifecycle The ultimate goal of the smart grid is to ensure safe

More information

Edison SmartConnect. The Role of IT in. John Bubb Southern California Edison Edison SmartConnect TM May 20, 2008

Edison SmartConnect. The Role of IT in. John Bubb Southern California Edison Edison SmartConnect TM May 20, 2008 Edison SmartConnect The Role of IT in Smart Grid Infrastructure John Bubb Southern California Edison Edison SmartConnect TM May 20, 2008 PG&E LADWP SCE SDG&E SCE Overview Serving over 13 million people

More information

Energy Industry Challenges

Energy Industry Challenges Energy Industry Challenges Global economic crisis; severe hurdles to capital-raising Extreme energy price volatility and uncertainty Backlash from energy consumers Urgent need to achieve energy independence

More information

The Value of Enterprise Meter Data Management Phyllis Batchelder Itron, The Netherlands

The Value of Enterprise Meter Data Management Phyllis Batchelder Itron, The Netherlands The Value of Enterprise Meter Data Management Phyllis Batchelder Itron, The Netherlands Topics The Evolution of the Value of Meter Data Business drivers for an Enterprise Meter Data Management Solution

More information

Smart Grid Program. Andres Carvallo, CIO. Austin Energy. November Austin Energy All Rights Reserved

Smart Grid Program. Andres Carvallo, CIO. Austin Energy. November Austin Energy All Rights Reserved Austin Energy Smart Grid Program Andres Carvallo, CIO Austin Energy November 2008 1 Agenda About Austin Energy About IT at AE What is the Smart Grid? Why do we need the Smart Grid? AE Smart Grid Austin

More information

Roadmap to the Future: Integrating Substation InformationandEnterprise Level Applications

Roadmap to the Future: Integrating Substation InformationandEnterprise Level Applications GE Energy Roadmap to the Future: Integrating Substation InformationandEnterprise Level Applications John D. McDonald, and Ali Ipakchi Roadmap to the Future: Integrating Substation Information and Enterprise

More information

MANAGING ENTERPRISE INFORMATION FOR SMART METERS AND SMART GRID

MANAGING ENTERPRISE INFORMATION FOR SMART METERS AND SMART GRID MANAGING ENTERPRISE INFORMATION FOR SMART METERS AND SMART GRID Hahn Tram, PE Vice President, Enterprise Quanta Technology 4020 Westchase Blvd, Suite 300 Raleigh, NC 27607 Email: htram@quanta-technology.com

More information

Innovating for the Road Ahead. Oracle Utilities Customer Solution

Innovating for the Road Ahead. Oracle Utilities Customer Solution Innovating for the Road Ahead Oracle Utilities Customer Solution 2 Complete Customer Platform for Today s Utilities Deliver outstanding service in every customer interaction. Streamline operations from

More information

Track D Advanced Metering Infrastructure Overview + Systems

Track D Advanced Metering Infrastructure Overview + Systems Track D Advanced Metering Infrastructure Overview + Systems August 22 nd, 2017 Meter School Paper Mobile AMI Mike Crumbaker VP of Metering & Technical Services General Pacific, Inc. Agenda» Why AMI?» Types

More information

CHAPTER 10 INFORMATION TECHNOLOGY SYSTEMS

CHAPTER 10 INFORMATION TECHNOLOGY SYSTEMS Application of San Diego Gas & Electric Company (U-0-E) for Adoption of an Advanced Metering Infrastructure Deployment Scenario and Associated Cost Recovery and Rate Design. Application 0-0-01 Exhibit

More information

you need it? John O. Wambaugh Chief Solution Architect - emeter Corporation California, USA Metering, Billing/CIS America 2008, San Diego, CA

you need it? John O. Wambaugh Chief Solution Architect - emeter Corporation California, USA Metering, Billing/CIS America 2008, San Diego, CA Title MDM of - What presentation is it? Why do you need it? John O. Wambaugh Chief Solution Architect - emeter Corporation California, USA emeter Introduction Company Background & Qualifications Founded

More information

Impact of AMI on Load Research and Forecasting

Impact of AMI on Load Research and Forecasting Itron White Paper Energy Forecasting and Load Research Impact of AMI on Load Research and Forecasting J. Stuart McMenamin, Ph.D Managing Director, Itron Forecasting 2008, Itron Inc. All rights reserved.

More information

SAP NetWeaver Service Select for Master Data Management. Tuesday October 26 th 2004

SAP NetWeaver Service Select for Master Data Management. Tuesday October 26 th 2004 SAP NetWeaver Service Select for Master Data Management Tuesday October 26 th 2004 SAP Service Select From SAP Consulting Greg Tomb Senior Vice President and General Manager SAP Consulting SAP America

More information

Santa Clara 2008 PG&E. Associate Project Manager Energy Information Network

Santa Clara 2008 PG&E. Associate Project Manager Energy Information Network PG&E SmartMeter Program Overview Megan O Brien Associate Project Manager Energy Information Network The PG&E SmartMeter Program Automated meter reading for all customers 10 Million meter upgrades A network

More information

City of Georgetown, Texas

City of Georgetown, Texas City of Georgetown, Texas TOP10 THINGS TO DO WITH YOUR AMI/MDM SOLUTION Presented By: Walter Koopmann-ElectSolve Leticia Zavala-Jones_City of Gtown Sandra Arnold-City of Gtown Scott Durham-Honeywell Elster

More information

Fixed Network Solution Overview. Chris Bernardi Sr. Product Manager Itron User s Conference October 20, 2008

Fixed Network Solution Overview. Chris Bernardi Sr. Product Manager Itron User s Conference October 20, 2008 Fixed Network Solution Overview Chris Bernardi Sr. Product Manager Itron User s Conference October 20, 2008 Agenda What do you really need? The cash register analogy Business Drivers What is ChoiceConnect

More information

How Do We Manage the Data Generated by AMI? Wendy Lohkamp Director, Product Marketing, Itron

How Do We Manage the Data Generated by AMI? Wendy Lohkamp Director, Product Marketing, Itron How Do We Manage the Data Generated by AMI? Wendy Lohkamp Director, Product Marketing, Itron Why Data Management with AMI? you are here With AMI: collecting shells in the surf while the tide is coming

More information

Oracle DataRaker The Most Complete, Most Reliable Solution for Transforming Complex Data into Actionable Insight

Oracle DataRaker The Most Complete, Most Reliable Solution for Transforming Complex Data into Actionable Insight Oracle DataRaker The Most Complete, Most Reliable Solution for Transforming Complex Data into Actionable Insight Oracle DataRaker Driving Action Through Insight INCREASE Operational Efficiency IMPROVE

More information

The Intelligent Utility Network: From Concept to Reality. Andres Carvallo CIO, Austin Energy May 2007

The Intelligent Utility Network: From Concept to Reality. Andres Carvallo CIO, Austin Energy May 2007 The Intelligent Utility Network: From Concept to Reality Andres Carvallo CIO, Austin Energy May 2007 Agenda The Future Utility About Austin Energy IT at Austin Energy Old Challenge New Goal How? Summary

More information

PREPARED DIRECT TESTIMONY OF DAVID MERCER ON BEHALF OF SOUTHERN CALIFORNIA GAS COMPANY SAN DIEGO GAS & ELECTRIC COMPANY

PREPARED DIRECT TESTIMONY OF DAVID MERCER ON BEHALF OF SOUTHERN CALIFORNIA GAS COMPANY SAN DIEGO GAS & ELECTRIC COMPANY Application No: A.1-- Exhibit No.: Witness: David Mercer Application of Southern California Gas Company (U 0 G) and San Diego Gas & Electric Company (U 0 G) Regarding Feasibility of Incorporating of Advanced

More information

Pillsbury & UtiliPoint AMI/MDM Webinar. Jon Brock, Utilipoint Michael Murphy, Pillsbury. September 17, 2008

Pillsbury & UtiliPoint AMI/MDM Webinar. Jon Brock, Utilipoint Michael Murphy, Pillsbury. September 17, 2008 Pillsbury & UtiliPoint AMI/MDM Webinar Jon Brock, Utilipoint Michael Murphy, Pillsbury September 17, 2008 0 SmartGrid Technologies Presenting Today Jon Brock Jon Brock is the President and COO of Utilipoint.

More information

Using the Cloud to Power your MDM, AMI & DA Software Solutions 2015 TechAdvantage & EXPO

Using the Cloud to Power your MDM, AMI & DA Software Solutions 2015 TechAdvantage & EXPO Using the Cloud to Power your MDM, AMI & DA Software Solutions 2015 TechAdvantage & EXPO Presenters: Dave Kidd, Essex Energy Gary Moody, Utilismart Corporation Service Area Smart Meter Data Uses Meter

More information

Agenda. Role in Texas

Agenda. Role in Texas Jim Greer Sr. Vice President Asset Management & Engineering Brenda Jackson Chief Customer Officer Oncor United States Role in Texas Agenda Public Utility Commission Requirements Advanced Metering System

More information

INFORMATION TECHNOLOGY PROGRAM DESCRIPTIONS OPERATIONAL INVESTMENTS

INFORMATION TECHNOLOGY PROGRAM DESCRIPTIONS OPERATIONAL INVESTMENTS EB-009-09 Exhibit D Schedule 8-6 Page of INFORMATION TECHNOLOGY PROGRAM DESCRIPTIONS OPERATIONAL INVESTMENTS 6 7 8 9 0 SMART GRID / GREEN ENERGY ACT ENABLEMENT Introduction THESL has been actively implementing

More information

Alameda Municipal Power (AMP) Advanced Metering Infrastructure (AMI) Assessment Public Utilities Board Presentation

Alameda Municipal Power (AMP) Advanced Metering Infrastructure (AMI) Assessment Public Utilities Board Presentation Alameda Municipal Power (AMP) Advanced Metering Infrastructure (AMI) Assessment Public Utilities Board Presentation Presented by: Dale Pennington and Nicole Griffin Date: January 25, 2016 Alameda Municipal

More information

Data analytics: How BGE is benefiting from AMI data. March 26, 2013

Data analytics: How BGE is benefiting from AMI data. March 26, 2013 Data analytics: How BGE is benefiting from AMI data March 26, 2013 Today s Presenters Jesse Berst Host & Moderator SmartGridNews.com Matt Comte Senior Manager Accenture Tom Humphreys Project Manager, Advanced

More information

Streamline Chargebacks to Engage a More Empowered Customer

Streamline Chargebacks to Engage a More Empowered Customer SAP Solution in Detail SAP Solution Extensions SAP Paybacks and Chargebacks by Vistex Streamline Chargebacks to Engage a More Empowered Customer 1 / 12 Table of Contents 3 Quick Facts 4 Better Claims Management

More information

Imraan Mohamed Marketing Manager Itron South Africa

Imraan Mohamed Marketing Manager Itron South Africa Imraan Mohamed Marketing Manager Itron South Africa Agenda: Architecture for Smart metering 1. Context : Smart Grids and Smart Metering. 2. The Smart Metering Value Chain. 3. Key Tenents for Smart Metering

More information

Drue Merkle BUILDING A SMART UTILITY BY INTEGRATING TECHNOLOGY

Drue Merkle BUILDING A SMART UTILITY BY INTEGRATING TECHNOLOGY Drue Merkle BUILDING A SMART UTILITY BY INTEGRATING TECHNOLOGY Reshaping the Smart Grid enabling utilities to deploy advanced capabilities and connected solutions that transform operations, improve asset

More information

Smart Energy Software Solutions

Smart Energy Software Solutions WHITE PAPER Smart Energy Software Solutions Intelligent embedded data management for utility companies with remote processing and smart meter maintenance applications Sasan Montaseri, President & Founder,

More information

Smart Metering for Green and Quality Living. K H Lam Metering Projects Manager CLP Power

Smart Metering for Green and Quality Living. K H Lam Metering Projects Manager CLP Power Smart ing for Green and Quality Living K H Lam ing Projects Manager CLP Power 28 Feb 2012 Agenda 1. Need for Smart ing 2. Smart ing System 3. Data Management 4. System & Process Integration 5. Green and

More information

Advanced Intelligent Energy Management. Energy Huntsville 08/11

Advanced Intelligent Energy Management. Energy Huntsville 08/11 Advanced Intelligent Energy Management Energy Huntsville 08/11 Carina Complete Energy Intelligence through real-time energy management solutions. 2 Solution Set Carina s solutions maximize the: Availability

More information

CIS/MDMS Implementation Leveraging the Data

CIS/MDMS Implementation Leveraging the Data CIS/MDMS Implementation Leveraging the Data O. Wayne Young Director Meter Reading, Billing & Collections JEA - Jacksonville, Florida Agenda 1. JEA an AMI Overview 2. CIS vs MDMS for data 3. MDMS Deliverables

More information

Oracle Utilities Solutions Overview. The Meter-to-Customer Challenge

Oracle Utilities Solutions Overview. The Meter-to-Customer Challenge Oracle Utilities Solutions Overview The Meter-to-Customer Challenge INTRODUCTION Meter-to-Customer (M2C) carries a lot of weight in the utility industry. It s more than just a catchy phrase to describe

More information

How is technology changing the water utility industry? SC Rural Water Conference Sept , 2015

How is technology changing the water utility industry? SC Rural Water Conference Sept , 2015 How is technology changing the water utility industry? SC Rural Water Conference Sept. 14-16, 2015 2014 Badger Meter, Inc. Today s Learning Objectives Expose you to new technologies that are available

More information

Acquisition of MDUS/ODS Software

Acquisition of MDUS/ODS Software Acquisition of MDUS/ODS Software Background London Hydro procured an advanced new unified system or to rebuild the current system to enable us to consolidate all energy meter data management and interval

More information

AMI Program Phase I. Using Data Smartly. Smart Metering West Coast San Francisco

AMI Program Phase I. Using Data Smartly. Smart Metering West Coast San Francisco AMI Program Phase I Using Data Smartly Smart Metering West Coast San Francisco September 28, 2006 Understanding the Need Empower customers to manage their energy costs and provide new services through

More information

Implementing the Smart Grid: Enterprise Information Integration

Implementing the Smart Grid: Enterprise Information Integration Implementing the Smart Grid: Enterprise Information Integration Ali Ipakchi, VP, Integration Services KEMA, Inc. ali.ipakchi@kema.com Keywords: Smart Grid, Enterprise Integration, Assets, Utility Applications,

More information

Building the Business Case on Advanced Metering Infrastructure (AMI) Fabio Dominguez Elster Electricity, LLC Marketing Manager August 16, 2006

Building the Business Case on Advanced Metering Infrastructure (AMI) Fabio Dominguez Elster Electricity, LLC Marketing Manager August 16, 2006 Building the Business Case on Advanced Metering Infrastructure (AMI) Fabio Dominguez Elster Electricity, LLC Marketing Manager August 16, 2006 Should we invest in an AMI system? Is there a business case?

More information

Security Convergence for the Smarter Grid

Security Convergence for the Smarter Grid Security Convergence for the Smarter Grid Kshamit Dixit CISM, MBA, MS (Eng) Manager, IT Security Toronto Hydro 3/27/2010 1 Smart Grid Can Deliver Energy Information Drives Conservation through AMI Reduces

More information

JCP&L/FirstEnergy EPRI Demonstration Host Site Project

JCP&L/FirstEnergy EPRI Demonstration Host Site Project JCP&L/FirstEnergy EPRI Demonstration Host Site Project Joe Waligorski Eva Gardow EPRI Smart Grid Advisory Meeting June 23, 2009 FirstEnergy/JCP&L Profile Rankings Among Electric Utilities (12 mos. ended

More information

EDISON SMARTCONNECT DEPLOYMENT FUNDING AND COST RECOVERY

EDISON SMARTCONNECT DEPLOYMENT FUNDING AND COST RECOVERY Application No.: 0-0- Exhibit No.: SCE- Witnesses: L. Cagnolatti P. Campbell P. De Martini J. Gregory E. Helm C. Hu S. Kiner L. Oliva (U -E) EDISON SMARTCONNECT DEPLOYMENT FUNDING AND COST RECOVERY Volume

More information

What new capabilities

What new capabilities White Paper Emerging Trends in Analytics What new capabilities mean for distribution grid management Kent Hedrick Director of Grid Management Solutions at Landis+Gyr Future. Ready. SM July 2014 Analytics

More information

GE Digital Energy. Grid IQ Insight. Delivering Operational Insights for Utilities Globally. gimagination at work

GE Digital Energy. Grid IQ Insight. Delivering Operational Insights for Utilities Globally. gimagination at work GE Digital Energy Grid IQ Insight Delivering Operational Insights for Utilities Globally gimagination at work Putting Big Data into Action Data analytics present utilities with the powerful opportunity

More information

CLICK HERE TO KNOW MORE

CLICK HERE TO KNOW MORE CLICK HERE TO KNOW MORE The First Smart Grid Project in Thailand, Pattaya City By Mr.Pongsakorn Yuthagovit Deputy Director of System Planning Department and Project Manager of the Smart Grid Pilot Project

More information

MEETING TODAY S GROWING NEED TO UNDERSTAND ENERGY CONSUMPTION

MEETING TODAY S GROWING NEED TO UNDERSTAND ENERGY CONSUMPTION Connected Industrial MEETING TODAY S GROWING NEED TO UNDERSTAND ENERGY CONSUMPTION Meter Data Management (MDM) web service helps utilities do more with smart metering data White Paper PAGE 1 Abstract/Introduction

More information

Today s Smart Metering

Today s Smart Metering Energy, Utilities & Chemicals the way we see it Today s Smart Metering The Challenges and Key Benefits of AMI, Demand Response and Smart Grid A Call to Action In the near future, all North American utilities

More information

AMI and the Customer: Priorities for Pepco Holdings Smart Metering Program

AMI and the Customer: Priorities for Pepco Holdings Smart Metering Program AMI and the Customer: Priorities for Pepco Holdings Smart Metering Program Michael Poncia Process Manager, CRM Smart Metering East Coast Conference Washington D.C., November 8, 2007 1 Business Overview

More information

Laura Butler - AMI Team Leader, Central Hudson Gas & Electric Corporation NY, USA

Laura Butler - AMI Team Leader, Central Hudson Gas & Electric Corporation NY, USA Laura Butler - AMI Team Leader, Central Hudson Gas & Electric Corporation NY, USA Developing the AMI and Smart Grid Program at Central Hudson Gas & Electric Overview The Implications of Smart Grid Key

More information

Campbell Hawkins, Senior Manager, Edison SmartConnect Program Office

Campbell Hawkins, Senior Manager, Edison SmartConnect Program Office Edison SmartConnect AMI Deployments from Around the World Southern California Edison: Edison SmartConnect Campbell Hawkins, Senior Manager, Edison SmartConnect Program Office Southern California Edison

More information

Software, Integration

Software, Integration Software, Integration and Pat Corrigan July 2014 Elster Over 100 years in metering electricity, water and gas Over 100 Elster AMI systems at public owned utilities 200 million meters installed Introduced

More information

Best practices for smart meter data management. Gary Michor President and CEO The SPi Group Inc.

Best practices for smart meter data management. Gary Michor President and CEO The SPi Group Inc. Best practices for smart meter data management Gary Michor President and CEO The SPi Group Inc. Agenda Metering today Metering tomorrow Transition to smart meters Issues to think about Solution open standards

More information

Using the Intelligrid Methodology to Support Development of a Smart Grid Roadmap

Using the Intelligrid Methodology to Support Development of a Smart Grid Roadmap Using the Intelligrid Methodology to Support Development of a Smart Grid Roadmap Mark McGranaghan, Don Von Dollen, Paul Myrda, Joe Hughes Electric Power Research Institute Knoxville, TN 37932 mmcgranaghan@epri.com

More information

Smart Grid in Motion*

Smart Grid in Motion* Smart Grid in Motion* By Sabrina Geary, CPS Energy and Mark Hatfield, Enspiria Solutions, Inc. THE PACE OF CHANGE WITHIN THE ADVANCED METERING INFRASTRUCTURE LANDSCAPE IS RAPID. The core technology vendors

More information

Smart Grid Enterprise Applications Interoperability Needs Assessment and the MultiSpeak Specification

Smart Grid Enterprise Applications Interoperability Needs Assessment and the MultiSpeak Specification Smart Grid Enterprise Applications Interoperability Needs Assessment and the MultiSpeak Specification Gary A. McNaughton, P.E. Warren P. McNaughton, P.E. Robert Saint, P.E. 1 Overview NRECA regional demonstration

More information

BEFORE THE PENNSYLVANIA PUBLIC UTILITY COMMISSION : : INITIAL COMMENTS OF CONSTELLATION NEWENERGY, INC.

BEFORE THE PENNSYLVANIA PUBLIC UTILITY COMMISSION : : INITIAL COMMENTS OF CONSTELLATION NEWENERGY, INC. BEFORE THE PENNSYLVANIA PUBLIC UTILITY COMMISSION Smart Meter Procurement and Installation Plans : : Docket No. M-2009-2092655 INITIAL COMMENTS OF CONSTELLATION NEWENERGY, INC. In response to the Pennsylvania

More information

Utility Data Integration Operational Data Store (ODS) 2.0 Paradigm

Utility Data Integration Operational Data Store (ODS) 2.0 Paradigm Utility Data Integration Operational Data Store (ODS) 2.0 Paradigm MKARLICIC@UTILISMARTCORP.COM About Utilismart Made in Ontario solution Established in 2000 >35 employees and growing Focused heavily on

More information

Advanced Metering Infrastructure (AMI) Example Project Valuation Model User Guide

Advanced Metering Infrastructure (AMI) Example Project Valuation Model User Guide Advanced Metering Infrastructure (AMI) Example Project Valuation Model User Guide AMI User Guide (Version 1.00) Date: August 7, 2006 Note: This document refers to the AMI_Example_Model_v1.00 file McKinsey

More information

Business Requirements Definitions

Business Requirements Definitions Business Requirements s Department of Financial Services Date: 01/19/2017 Revision: Version 2.0 Table of Contents Overview... 3 Priority Field Values s... 4 Functional Requirements Categories... 5 Accounts

More information

Meter Data Management Systems: an Overview and Examples. John Alls MDMS Product Manager

Meter Data Management Systems: an Overview and Examples. John Alls MDMS Product Manager Meter Data Management Systems: an Overview and Examples John Alls MDMS Product Manager In the Technology Business for 47 Years Company Overview Proven co-op business model 600+ utility & telecom members

More information

Why Telecom Audits Alone Are Not Enough Telecom Expense Management Is Necessary to Maximize Ongoing Savings

Why Telecom Audits Alone Are Not Enough Telecom Expense Management Is Necessary to Maximize Ongoing Savings WHITE PAPER Why Telecom Audits Alone Are Not Enough Telecom Expense Management Is Necessary to Maximize Ongoing Savings Why Telecom Audits Alone Are Not Enough Telecom Expense Management is Necessary to

More information

SUMMARY Table 1 presents the proposed 2010 Smart Grid costs for Operations and Information Technology. Operations Projects 3,

SUMMARY Table 1 presents the proposed 2010 Smart Grid costs for Operations and Information Technology. Operations Projects 3, EB-00-0 Exhibit G Tab Schedule Page of SMART GRID PLAN SUMMARY Table presents the proposed 00 Smart Grid costs for Operations and Information Technology. Table : 00 Smart Grid Projects Smart Grid Projects

More information

MI.NET MIGRATABLE AMI. Mobility that drives the network.

MI.NET MIGRATABLE AMI. Mobility that drives the network. MI.NET MIGRATABLE AMI Mobility that drives the network. ABOUT US Mueller Systems enables utilities to manage water and data more accurately and effectively. Our stateof-the-art solutions and products are

More information

The Advanced Grid. Xcel Energy s Perspective. March 14, 2018 Eric Gupta

The Advanced Grid. Xcel Energy s Perspective. March 14, 2018 Eric Gupta The Advanced Grid Xcel Energy s Perspective March 14, 2018 Eric Gupta Purpose Provide an overview of the grid and what is changing with respect to distributed energy and customer expectations Describe

More information

Emad El Sewedy Chairman & CEO El Sewedy Electrometer Group Egypt

Emad El Sewedy Chairman & CEO El Sewedy Electrometer Group Egypt Emad El Sewedy Chairman & CEO El Sewedy Electrometer Group Egypt What is Revenue Protection? Total Revenue = Revenue Collected Un-billed & Wrong billed Theft & Fraud Equipment Malfunction Asset Losses

More information

The Internet of Energy A Strong Smart Grid Platform as Key Enabler

The Internet of Energy A Strong Smart Grid Platform as Key Enabler The Internet of Energy A Strong Smart Grid Platform as Key Enabler siemens.com/energy-management Today s grid Built around centralized generation with unidirectional power flow A centralized, unidirectional

More information

GETTING THE MOST VALUE FROM YOUR METERING TECHNOLOGY INVESTMENTS:

GETTING THE MOST VALUE FROM YOUR METERING TECHNOLOGY INVESTMENTS: GETTING THE MOST VALUE FROM YOUR METERING TECHNOLOGY INVESTMENTS: Economic Migration from AMR to Smart Grid Copyright 2009-2015 Tantalus Systems Corporation. All rights reserved. 1 CONTENTS Introduction

More information

Information & Communication Technology Tools towards Green Energy Projects

Information & Communication Technology Tools towards Green Energy Projects Information & Communication Technology Tools towards Green Energy Projects: Theory and Applications Athens, 2010 Page 1 of Ether Personnel Allocation Our Mission Statement: at the forefront of the green

More information

Fast-Track to a Digital Platform to Improve Utilities Customer Engagement

Fast-Track to a Digital Platform to Improve Utilities Customer Engagement SAP Brief SAP Extensions SAP Self-Service Accelerator for Utilities by SEW Fast-Track to a Digital Platform to Improve Utilities Customer Engagement SAP Brief Meet utility customer demand for digital Customer

More information

Source: EEI. Rankings Among Electric Utilities (12 mos. ended 12/31/2007) Assets 11 Customers 5 Revenues 11 Market Cap (as of 2/29/08) 7

Source: EEI. Rankings Among Electric Utilities (12 mos. ended 12/31/2007) Assets 11 Customers 5 Revenues 11 Market Cap (as of 2/29/08) 7 Source: EEI Rankings Among Electric Utilities (12 mos. ended 12/31/2007) Assets 11 Customers 5 Revenues 11 Market Cap (as of 2/29/08) 7 4 Corporate Financial Apps and Systems SAP ERP Power Procurement

More information

PRYSM ADVANCED METERING INFRASTRUCTURE. Intelligent Digital Solutions for a Smarter India

PRYSM ADVANCED METERING INFRASTRUCTURE. Intelligent Digital Solutions for a Smarter India PRYSM ADVANCED METERING INFRASTRUCTURE Intelligent Digital Solutions for a Smarter India VELANKANI SMART GRID PRODUCTS DRIVING INNOVATIVE ENERGY EFFICIENT SOLUTIONS Smart metering essentially involves

More information

Grid Analytics Europe June 2017

Grid Analytics Europe June 2017 Grid Analytics Europe 2017 6 June 2017 Electric T&D Utility Analytic Use Cases Andy Gay T&D Segment Leader Grid Analytics Europe 2017 Overview Industry Trends Analytics Platform Core T&D Analytics Innovative

More information

Proactively Managing ERP Risks. January 7, 2010

Proactively Managing ERP Risks. January 7, 2010 Proactively Managing ERP Risks January 7, 2010 0 Introductions and Objectives Establish a structured model to demonstrate the variety of risks associated with an ERP environment Discuss control areas that

More information

Sample of DER information available in DERMS ->

Sample of DER information available in DERMS -> 1 2 3 Distributed Energy Resource Management System - DERMS Distributed Energy Resource Management System Siemens/TIBCO Demand Response & Distributed Generation resources integrated with distributed system

More information

Grid Strategy Perspectives Integrating Grid Modernization, DER and Grid Operations Objectives

Grid Strategy Perspectives Integrating Grid Modernization, DER and Grid Operations Objectives Grid Strategy Perspectives Integrating Grid Modernization, DER and Grid Operations Objectives usa.siemens.com/digitalgrid Agenda 1 Grid Strategy Drivers and Trifecta Components 2 A Structured Framework

More information

Dynamic Price, Product and Messaging Specification

Dynamic Price, Product and Messaging Specification 1 2 3 4 5 6 7 8 Retail Dynamic Price, Product and Messaging Specification (DRAFT) Draft Memo to by Ed Cazalet on Sept 7, 2009. During the August 2nd 2009, OASIS Energy Interoperation Technical Committee

More information

Advanced Metering Program

Advanced Metering Program Advanced Metering Program Jared Price, Chief Technology Officer George Bjelovuk, AMI Program Manager September 15, 2016 AMP Vision, Mission and Values Vision To be public power's leader in wholesale energy

More information

Services Guide April The following is a description of the services offered by PriorIT Consulting, LLC.

Services Guide April The following is a description of the services offered by PriorIT Consulting, LLC. SERVICES OFFERED The following is a description of the services offered by PriorIT Consulting, LLC. Service Descriptions: Strategic Planning: An enterprise GIS implementation involves a considerable amount

More information

The BWL has completed the evaluation for Advanced Metering Infrastructure and the work has been tentatively awarded to Leidos.

The BWL has completed the evaluation for Advanced Metering Infrastructure and the work has been tentatively awarded to Leidos. November 28, 2016 PROPOSAL EVALUATION: Advanced Metering Infrastructure (AMI) The BWL has completed the evaluation for Advanced Metering Infrastructure and the work has been tentatively awarded to Leidos.

More information

To: Honorable Public Utilities Board Submitted by: /s/ Robert Orbeta AGM Administration. From: Steve Chiu Approved by: /s/

To: Honorable Public Utilities Board Submitted by: /s/ Robert Orbeta AGM Administration. From: Steve Chiu Approved by: /s/ AGENDA ITEM NO.: 5.B.1 MEETING DATE: 12/09/2013 ADMINISTRATIVE REPORT NO.: 2014-34 To: Honorable Public Utilities Board Submitted by: /s/ Robert Orbeta AGM Administration From: Steve Chiu Approved by:

More information

Siemens AG All rights reserved.

Siemens AG All rights reserved. Siemens Grid Application Platform With emeter, Siemens Extends its Portfolio to the Edge of the Grid with an Information & Applications Platform Integrating Consumer & Grid Management Page 2 Infrastructure

More information

3 DATE: DECEMBER 6, 2017

3 DATE: DECEMBER 6, 2017 MEMORANDUM TO: FROM: UTILITIES ADVISORY COMMISSION UTILITIES DEPARTMENT 3 DATE: DECEMBER 6, 2017 SUBJECT: 2018 Utilities Strategic Plan REQUEST Staff seeks feedback on various elements of the draft 2018

More information

Water AMI Overview: SE Florida Utility Council Black & Veatch Management Consulting, LLC

Water AMI Overview: SE Florida Utility Council Black & Veatch Management Consulting, LLC Water AMI Overview: SE Florida Utility Council Black & Veatch Management Consulting, LLC 12 February 2018 David Glenwright Principal Consultant Agenda State of the Water AMI industry Business Case Development

More information

Simon Dart 1-4 Oct Revenue Protection Unleashed: End-2-End Solutions Utilizing Prepayment

Simon Dart 1-4 Oct Revenue Protection Unleashed: End-2-End Solutions Utilizing Prepayment Simon Dart 1-4 Oct 2018 Revenue Protection Unleashed: End-2-End Solutions Utilizing Prepayment Revenue Protection unleashed: End-2-End Solutions utilizing Prepayment - Agenda - Introduction:- Prepay Trending

More information

AMI information. for improved outage management

AMI information. for improved outage management Utilities the way we see it AMI information for improved outage management The information contained in this document is proprietary. 2013 Capgemini. All rights reserved. Rightshore is a trademark belonging

More information

REQUEST FOR PROPOSALS FOR AUTOMATED METERING INFRASTRUCTURE

REQUEST FOR PROPOSALS FOR AUTOMATED METERING INFRASTRUCTURE REQUEST FOR PROPOSALS FOR AUTOMATED METERING INFRASTRUCTURE October 16, 2017 Revised October 27, 2017 Northern Wasco County People s Utility District ( NWCPUD ) is issuing this Request for Proposal (RFP)

More information

Global Enterprise Model (GEM) for Utilities

Global Enterprise Model (GEM) for Utilities Business Process Outsourcing the way we do it Global Enterprise Model (GEM) for Utilities Transforming business processes to drive greater efficiencies, reduce operational costs and improve the customer

More information

City of Tacoma Department of Public Utilities - Tacoma Power

City of Tacoma Department of Public Utilities - Tacoma Power City of Tacoma Department of Public Utilities - Tacoma Power Service Oriented Architecture (SOA) Integration Infrastructure Implementation RFP Specification No. PS15-0233F QUESTIONS and ANSWERS All interested

More information

ACUMATICA CLOUD KEY BENEFITS ACCESS YOUR ERP ANYTIME FROM ANY DEVICE, EASILY SCALE RESOURCES, AND CHOOSE YOUR DEPLOYMENT OPTION WORK THE WAY YOU WANT

ACUMATICA CLOUD KEY BENEFITS ACCESS YOUR ERP ANYTIME FROM ANY DEVICE, EASILY SCALE RESOURCES, AND CHOOSE YOUR DEPLOYMENT OPTION WORK THE WAY YOU WANT ACUMATICA CLOUD ACCESS YOUR ERP ANYTIME FROM ANY DEVICE, EASILY SCALE RESOURCES, AND CHOOSE YOUR DEPLOYMENT OPTION For many small and midsize businesses, choosing software as a service (SaaS) offers the

More information

Advance Metering Infrastructure (AMI) in South Africa Eskom s Challenges and Lesson s Learnt

Advance Metering Infrastructure (AMI) in South Africa Eskom s Challenges and Lesson s Learnt Advance Metering Infrastructure (AMI) in South Africa Eskom s Challenges and Lesson s Learnt By: Kennedy Subramoney 9 May 2012 7th ANNUAL METERING BILLING / CRM ASIA 2012 Bangkok (Thailand) Presentation

More information

San Diego Gas & Electric MDM Project Approach

San Diego Gas & Electric MDM Project Approach San Diego Gas & Electric MDM Project Approach Jerry Sugerman October 21, 2008 What s Driving our AMI Project? California has a significant issue meeting the current and anticipated future demand for electricity

More information

Elster and the Smart Grid. May 2009 Ali Mouslmani

Elster and the Smart Grid. May 2009 Ali Mouslmani Elster and the Smart Grid May 2009 Ali Mouslmani The Smart Grid vision Efficient- Supports increased demand without additional infrastructure Accommodating-Open to energy from virtually any source including

More information

The SAM Optimization Model. Control. Optimize. Grow SAM SOFTWARE ASSET MANAGEMENT

The SAM Optimization Model. Control. Optimize. Grow SAM SOFTWARE ASSET MANAGEMENT The Optimization Model Control. Optimize. Grow The Optimization Model In an ever-changing global marketplace, your company is looking for every opportunity to gain a competitive advantage and simultaneously

More information

Smart Grid Concept, Applications and Lessons Learned from Recent Deployments

Smart Grid Concept, Applications and Lessons Learned from Recent Deployments GE Energy POWERING POTENTIA L Smart Grid Concept, Applications and Lessons Learned from Recent Deployments Gagan KAKKAR General Manager India Region GE Energy What is Smart Grid P O W E R I N G P O T E

More information