Future of Smart Grid

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The Evolution of Energy Landscape Future of Smart Grid Global Perspective Dr Eng. Bartosz Wojszczyk Global Director, Smart Grid Technical Solutions General Electric USA

1 Problem Statement

Why Everyday People Need Us To Move Forward We need more power By 2030, more than 60% of the global population will live in cities Power must remain affordable Double-digit price increases are already commonplace Sustainability must be achieved More than 40% of our current emissions are from electric generation Industrialized nations are living on borrowed time Over the next 10 years, over 50% of T&D infrastructure needs to be replaced Decreasing workforce Over 50% of skilled workforce are expected to reach retirement age in 5-10 years Increasing customer expectation EPRI estimates that power outages and power quality disturbances cost businesses in the U.S. more than $120 billion a year

2 Smart Grid Technology Transformational Journey

Smart Grid many definitions Solution, emerging functionalities, complexity, added value Generation Transmission Distribution Industrial Commercial Residential Wide-area monitoring, protection & control (WAMPAC) Building / home automation Large-scale renewable generation Adaptive Protection / SPS Advanced automation Distributed Energy Resources Management / Microgrids EV charging infrastructure Energy management systems Active voltage & reactive power management Energy Storage Communication Infrastructure, Cyber Security Advanced Metering Infrastructure (AMI) Demand response Smart appliances EMS/DMS/OMS, Geospatial Asset Management, Optimization & Diagnostics, Work Force Management, Integration Platform 5 / GE Energy Services / 7/11/2011

Smart Grid technology transformational journey Solution, emerging functionalities, complexity Distribution Grid ~ Transmission Grid Solution Trends Hyper-intelligent decision making optimizing reliability and performance At a glance, visualization human factors High-fidelity control & operations migrates down to distribution system Copyright 2010, General Electric Company. All Rights Reserved 6 / GE Energy Services / 7/11/2011

Hyper intelligence components Hadoop Federated Data Large Amount of Data Advanced Analytics Optimization Real-time caching, references to (distributed) data Industry Standards & Security Adapters to legacy applications. The ability to collect, store and process very large data sets quickly Advanced algorithms for prognostics Intelligent alarming Predictive analytics & Decision Support Advanced Optimization techniques for performance management Knowledge Mgmt Distributed Intelligence Configurable Domain Expertise & BI KPIs Contextual Data: Right info, right time Put intelligence at the optimal layer/location of the grid Visualization At a Glance visualization tied to analytics 7 GE Consumer & Industrial Multilin <Date>

Smart Grid hyper intelligence vision Knowledge & Learning Advanced Visualization (KPI s) Enterprise Solutions Decision Support Y=f (x1..xn) Decisions made at optimal location Distributed Logic / architecture Generation Meter Only propagate usable data Self learning & autonomous Storage & Manipulation Collecting & Integration Optimization & Reliability Grid Management Interoperability Analytics, Data integration HAN, AMI, FAN, MAN, WAN Communication Networks Meters, Relays, IED s, Smart Appliances Data Acquisition Voltage, Current, Watts, VAR s., measurements Sensors Integrated, End-to-End Solution Approach 8 GE Consumer & Industrial Multilin <Date>

Smart Grid technology transformational journey Fast simulation & modeling: Entire grid perspective The Controllable Grid Real-Time State Estimation Synchrophasor Measurements Distribution Transmission Control & Adaptive Settings Supervising Center (Manual settings) 248.0 238.4 228.8 219.2 209.6 09/13/00 Event at 14:44 Pacific Time (09/13/00 at 21:44 GMT ) Vincent 230kV Devers 230kV Big Creek 230kV Alamitos 230kV SO-SCE 230kV SO-SDGE 230kV Kramer 230kV Antelope 220kV Fast Simulation & Modeling Real-Time Contingency Analysis Dynamic State Data Reduction & Visualization 200.0 14:44:25.00 14:45:25.00 14:46:25.00 14:47:25.00 14:48:25.00 14:49:25.00 14:50:25.00 Pacific Time 9 GE Consumer & Industrial Multilin <Date>

Smart Grid technology transformational journey Microgrid / Islanded operation Demand Response Controllable Loads Technology Challenges Main Grid Substation 12 Million DER attachments expected in the next 20 years Advanced asset controls and protection required Energy Management: o Optimization of generation, storage and load operation o Intermittency management o Aggregate dispatch Solar / Wind Farm Micro Turbine Energy Storage Advanced controls for transition between grid-parallel and island operation Cost-effective electrical and thermal energy storage 10 GE Consumer & Industrial Multilin <Date>

Smart Grid technology transformational journey Grid operation support beyond demand response Peak Shifting Contingency Response Spinning Reserves Frequency Regulation Today Tomorrow Copyright 2010, General Electric Company. All Rights Reserved 11 GE Consumer & Industrial Multilin <Date>

Resource Smart Theme Grid technology 1: Distribution and transformational Demand journey Virtual Power Plant Concept (VPP) Business Need Optimal balance (supply and demand) of distributed resources to enable reliable and economic operation. Provide solutions and services to plan, forecast, schedule, and dispatch What Where Load resources dispatchable consumption Distributed generation - <10 MW renewable or non renewable generation Integrated resources load and generation systems Local residential, commercial, and industrial Substation /Feeder distribution system Market Operator electricity and balancing market Integrated resources Load resources Concept Home Energy Manager Demand Response Microgrid System DER Manager Span of Control Operational Platform (DMS/EMS) Virtual Power Plant Local Substation Market Operator

Squeezing More Performance from The Grid Smart Grid Controls Grid technology and Demand transformational Technologies journey Solution & Performance Scalability today many technology pilot projects Awareness & Control MW 13,000 11,000 9,000 7,000 12 AM Original Margins Operation with Reduced Margins Original Load 12 PM 12 AM Hour of day Thermal, Stability Limits Load Reduction Allow load to increase by operating with reduced margins, leveraging reduced uncertainty and faster controls Reduce loads at the distribution substation to relieve congestion Technologies Accurate Awareness Synchrophasors Visualization Wide-area Analytics: Real-time stability assmt Real-time contingency alsys Fault location ID Advanced Control, Protection Wide area protection Wide area controls FACTS Energy Efficiency Line-loss minimization Distribution Voltage Regulation DG Integration Solar PV CHP Value & Performance (Cost) Awareness Up to 30% > power delivery over transmission system 5 Line-loss Min ~20% < losses 4 = ~1% > energy CHP $657/MW-yr 7 (bs) (Alternatives) Reliability Penalties Up to $1 million per violation, per day 1 Generation Upgrade $525K/MW-yr 6 (pk) $425K/MW-yr 6 (bs) Load Leveling Shift loads away from peak to flatten the load profile Demand Response Advanced Meters Utility DSM signals (DLC, TOU, CPP, RTP) End-user energy mgt Smart appliances Distributed Energy Resources Coordination controls for peak shaving with DER DSM $60K/MW-yr (EIA, ~11 GW/yr 2 ) BESS $250K/MW-yr Diesel $270K/MW-yr 9 Transmission & Distribution Upgrade $150K-$1000K/MW-yr (EPRI for NYISO 3 ) Ave: $700/KW 3b Rng: 0-$1.8M/MW-yr GE Proprietary Copyright 2010 General Electric Company. All rights reserved 13 / July 11, 2011

3 Smart Grid Business/Customer Transformational Journey

Smart Grid business/customer transformational journey Added value & sustainable performance A. Operating Model: progressive and accelerated migration vs. defensive and incremental migration (innovative leader vs. fast followers) B. Utility vs. Customer Centric: clear balance of customer/societal vs. utility/grid operation benefits (well-defined outcomes) C. Partnerships: ensures a close marriage of public and private partnerships and allows the utility and local city/communities to work in tandem for a better outcome D. Business Case: well-defined and justified business value E. Smart policies and regulations Copyright 2010, General Electric Company. All Rights Reserved 15 / GE Title or job number /

A. Utilities operation model must evolve Utilities must embrace new role as portfolio managers and service provider rather then infrastructure owner Utilities must identify and close talent gaps in core skill sets e.g: technical, marketing, IT/Comms, consumer outreach, etc. Utilities straying too far away from core competencies may meet with tax payer or regulator push back Utilities must push to get incentives aligned through regulatory reform Consumers will need to see value in a better choices and smarter consumption of a commodity like electricity Consumer education is key to industry/utility transformation Other 16 / GE Title or job number /

B. Smart Grid drivers value Economic competitiveness Energy reliability & security Empowerment- Consumer Environmental sustainability 17 / GE Title or job number / 7/11/2011

B. Value driven approach Enabler: Technology Demand optimization What Peak management via control of power consumption Why Defer upgrades and optimize generation Distribution optimization Reduce delivery losses in distribution systems Reduce wasted energy and improve profit margins Asset optimization Prognostics for proactive equipment maintenance Reduce CAPEX and risk of equipment failure Transmission optimization Wide area protection & control for improved visibility Improve reliability and return on assets Workforce Eng. & Design optimization Productivity, planning, and design tools Improve workforce productivity and reduce costs 18 7/11/2011

B. Who are your customers? Market assessment & segmentation Select target markets Focus groups Conjoint analysis Analyze & create plan 19 / GE Title or job number /

C. Partnerships Stakeholder alignment is at the heart of building a smart grid Energy Smart Miami Partners Maui Smart Grid Partner Types Political alignment Grid operators / Utilities Governmental organizations Cities Universities Private sector engagement High-tech companies Financial institutions Transport / Waste Automotive Citizens Citizen engagement Customers Copyright 2010, General Electric Company. All Rights Reserved 20 / GE Title or job number /

D. Business Case Well-defined and justified business value Copyright 2010, General Electric Company. All Rights Reserved 21 / GE Title or job number /

E. Smart policies help us move forward Policymakers establish the targets 1. Energy Efficiency resource standard 2. Peak load reduction standard 3. Clean energy standard Regulators provide the incentives 1. Cost recovery guidelines 2. Innovative rate designs 3. Equal treatment of demand-side resources

Questions.. GE PROPRIETARY & CONFIDENTIAL - DO NOT FURTHER DISTRIBUTE General Electric Company, 2010 23 / 7/11/2011