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NETWORK MANAGEMENT SOLUTIONS Integrating renewable energy resources ALSTOM Grid s solution As a global solutions provider for a sustainable energy future, ALSTOM is strongly committed to the development of applications that improve energy efficiency and preserve our planet s resources. Thanks to ALSTOM Grid s energy management experts and IT specialists together with our global technology partners we satisfy our customers demands throughout the whole energy value chain, offering today concrete solutions for truly smarter grids. The management of Renewable Energy Resources is a top priority in ALSTOM Grid Smarter Grid program. Our R&D group works in tandem with our customers and industry partners to deliver solutions for the fast evolving business needs in this field. As the world s leading supplier of network management solutions, ALSTOM Grid has developed a set of innovative solutions based on state-of-the-art technology combined with actual field experience, and covers today the whole business domain in a consistent and effective manner. Business challenges The urgent need to reduce the global carbon footprint.has created a strong and long term demand for energy efficiency, with Renewable Energy Resources as a key element to meet these objectives. Customer Profiles Generation companies Transmission & Distribution system operators Market operators Power generation companies, Transmission and Distribution actors, Wholesale traders, Utilities and Market operators, you are exposed to supply constraints and ever-larger amounts of (Rs) in your business environment.. Whether you are using wind, solar, curtailable loads, or others renewable sources, you need effective tools to cover the whole process, from forecasting the power output of energy resources of various orgins, to effective scheduling, secure planning, reliable operations, with accurate monitoring & reporting of your key performance indexes. GRID 1

Proven solutions to support Rs Key actors Original Equipment Manufacturers Developers Asset Owner Operators Transmission System Operator Distribution System Operator Customer Because you know the intermittent nature of (Rs), you are cautious about the accuracy of R power production predictions, and you strive to maximize R asset production to ensure higher utilization factors of renewable resources and compliance with regulatory framework and with contractual performance obligations. Today, ALSTOM Grid has a number of proven platforms available to support the new renewable energy resources paradigm and the corresponding application requirements in both grid operation and business domains. Our approach ALSTOM Grid has a dedicated Renewable Operation Portal solution which adapts to all the functional requirements you may have when integrating R into your daily and realtime operations. The ALSTOM Grid Renewable Operation Portal has been designed to allow a phased approach: Passive stage: monitoring information related to operation Active stage: responding automatically to current power balance changes Proactive stage: anticipating potential problems and providing recommendations For existing e-terra customers, ALSTOM Grid can also propose a step-up approach where new modules are smoothly added to current operational systems, such as SCADA, EMS, DMS and Market systems Features and products e-terrascada, e-terracontrol, e-terracomm e-terrarenewableplan e-terradisgen e-terrageneration, e-terracommit Key Highlights and Features Data Acquisition, for collection of related data Forecast Plan also known as e-terrarenewableplan, an interface with 3rd party production forecast engines. It s also a server to multiple applications and user interfaces Estimation, also known as e-terradisgen, a power estimation engine with fl exible aggregation capabilities Generation Control & Dispatch, a production and energy storage portfolio optimization module including regulation and curtailment functions Network Security, an advanced network analysis suite taking into account specifi c contributions and impacts Simulator for realistic training session and scenario evaluations in the context of Advanced User Interface (UI) to provide user-oriented screens Historian to provide support for historical information data processing, KPI calculation and reporting tools Modeling, a data and display confi guration environment using standard resource models e-terratransmission e-terrasimulator GIS embedded, within e-terrabrowser, e-terravision e-terraarchive e-terrasource M o d e l i n g Simulator Generation Control & Dispatch Forecast Plan Historian Network Security Estimation Data Acquisition UI 2

ALSTOM Grid solutions for asset owners and operators Renewable Energy Asset Owner and Operators need: A single, central SCADA system with standard data modeling A scalable solution and open architecture to cope with ever-expanding portfolio and geographical solution footprint State-of-the-art resources monitoring and control with advanced user interface and decision support tools Key Performance Indicators to monitor operational effi ciency and report against expected operational and fi nancial performance of assets Enriched information to support condition monitoring and preventive maintenance activities Wind asset monitoring Key Highlights and Features Forecast Plan, to maximize asset utilization taking into account future asset availability and weather conditions Estimation, to provide real-time production information in case of lack of telemetry Generation Control & Dispatch, to control production assets and comply to TSO regulation requirements Advanced User Interface, to provide user-oriented screens for situation assessment and effi cient decision support Historian, to support all levels of the organization with dashboards and reports including assets Key Performance Indicators calculations (availability, compliance to operational expectations, etc ) In a context of high penetration of Distributed Energy Resources, Generation Management Systems from ALSTOM Grid can combine the assets operation side, the performance monitoring, with advanced scheduling and fleet optimization programs. Data and Display Modeling, to support quick and fl exible additions or modifi cations of renewable energy resources objectsels 3

ALSTOM Grid solutions for transmission system operators Due to rapid development of renewable energy resources generation, Transmission System Operators and Reliability Coordinators need: EirGrid 2010. Management of wind power at EIRGRID (Ireland) is fully integrated in ALSTOM Grid s e-terraplatform resources real-time monitoring and control with advanced user interface. This includes production observability for power injections from distribution feeders into sub-transmission grids Integration into the real-time environment of the resources production forecasts to deal with uncertainties and inaccuracies of forecasts Electrical information can be combined with geographic weather/wind forecast at various agregation levels in a single environment Key Highlights and Features Forecast Plan, to provide the operator with developing renewable production conditions knowledge and understanding Network security from an advanced suite of network applications with full integration of weather conditions. Example: dynamic contingency list depending on current Renewable Energy conditions Reserve management and generation control, from the ability to optimize reserve calculation and minimize generation control required to compensate intermittent Estimation, to provide fl exible up-scaling with aggregation at multiple levels: per generation owners, per areas, per generation type and per substation HV. This module can also interface and use several estimation models from external providers Generation Control & Dispatch, to automatically counteract renewable production power balance disturbances and optimize reserve calculations Network Security, to determine impacts of renewable production on network reliability Simulator, fed by production forecast inputs and taking into account forecast accuracies to support dispatcher training and assess multiple renewable production penetration scenarios Advanced User Interface, to help the operator effi ciently assessing current and future renewable productions Historian, to support reporting and data historization Data and Display Modeling, to support quick and fl exible additions or modifi cations of renewable energy resources objects ALSTOM Grid helps Transmission companies in the modeling of large quantity of Distributed Energy Resources, for the integration of Renewable energy in the operations planning, network look-ahead analysis and real time monitoring, to preserve a secure and reliable operation of the transmission grid. 4

ALSTOM Grid solutions for distribution system operators With the high penetration of Distributed Generation, Distribution System Operators need to deal with signifi cant changes in their day-to-day operations. In particular, the presence of generating units in distribution feeders has a dramatic impact on some of the key operation processes. Thus Distribution System Operators request: Proper estimation of power fl ows for network planning, taking into account various generation scenarios Accurate energy fl ows directions and Short Circuit analysis for protections setup and tuning Careful management of operation switching plans for the personnel security Typical distribution system operator screen Key Highlights and Features Forecast Plan, for renewable energy production forecast interface Estimation, for real-time DG production estimation Network Security, robust power fl ow and short circuit algorithm, allowing powerful load calculation in dynamically changing load, generation and topology conditions. Any type of loop conditions and power sources can be accommodated UI, Each individual DG unit can be represented in its own geography and network topology Modeling, Advanced load and generator models to represent the various DG units fully and accurately. Both data and display representation can be imported from GIS via a CIM-compliant interface In addition, e-terradistribution supports operation processes and associated security measures like switching jobs, reconfi guration plans, outage restoration, and network optimization in the presence of DG in distribution network. Better management of the uncertainty and intermittent nature of Distributed Generation (DG) resources like wind or solar power Outage restoration and feeder reconfi guration strategies in case of presence of DG Studies and simulations of the network states in various load/generation conditions, with a seamless interface to DG forecast engines and powerful simulators ALSTOM Grid s e-terradistribution suite fully integrates resources today. Our Distribution Network Applications support real-time monitoring, analysis of the contribution of the corresponding injections into the grid, together with powerful and secure network operation. 5

Case studies Distributed Generation Management DENMARK Denmark has more than 6,300 individual wind generators that produce more than 20% of the country s total generation. Most of the production is located in distribution networks and is not telemetered. In 2008, ALSTOM Grid implemented a new SCADA/EMS system with dedicated wind power and combined heat & power distributed generation management system for the Danish National Control Center. Key benefits e system provides crucial information for accurately estimating all individual generators (ranging from tens of kw up to several MWs) and performs fl exible up-scaling with production aggregation at multiple levels (per market participant, per substation HV injection, per areas, per generation type). Concrete results Accurate real-time calculation and monitoring of DG production made available to the operator thanks to telemetry and estimation techniques Capability to perform look ahead network security analysis thanks to integration of wind production forecasts Realistic simulation environment driven by wind production forecasts provided within the Dispatcher Training Advanced generation control for system performance Hawaii - USA With the addition of a new wind farm, combined with existing geothermal production, the big island of Hawaii was experiencing renewables penetration in excess of 60 % of low load generation levels. Being an island, the system was signifi cantly impacted by short-term fl uctuations in the wind farm outputs. Moreover, the ridge-top location of the wind farm experiences more turbulence-based fl uctuations than some other wind farm locations. Key benefits: Automatic Generation Control function was enhanced to reduce the impact of these short-term fl uctuations on control of the units used to regulate the system. Also, after considerable study, AVA determined that the most signifi cant action to mitigate wind power fl uctuations was effective AGC tuning. A seamless enhancement on the top of an operational SCADA/EMS system An adapted generation control automatically smoothing and counteracting the fl uctuation of wind energy production Control Center FRANCE France has more than 4000 MW of wind production on its system with a 2020 target of 20 GW of wind production as well as 5 GW of solar production. In order to meet these goals, ALSTOM Grid delivered in 2009 a state-of-the-art monitoring system which allowed for seamless integration of both wind and solar energy production on the French electrical system. Key benefits: One of the major benefi ts for the customer is the real-time observability of these productions, allowing to securely determining reserve amounts. Although only part of the production is telemetered, ALSTOM Grid delivered a fl exible production estimation which proved to be very adaptable in determining the contribution of distributed generation into the transmission grid. The fl exible and scalable architecture of the e-terra solution has been a key decision factor knowing the tremendous increase of production in the coming years. 100% observability on renewable energy production injected on transmission network to better assess network grid state and impact on grid reliability Improved actual wind production knowledge as well as developing conditions (forecast) for reliable reserve requirements determination in a timely and secure way Single source system to host wind farm and wind production related reference model parameters Situation awareness via advanced user interface based on GIS 6

Adding wind energy curtailment module to an existing EMS system ILAND Most of ALSTOM Grid s SCADA/EMS customers are facing new challenges to integrate Renewable Energy Resources. Thanks to the open and modular architecture of our e-terraplatform, a new wind energy curtailment module has been seamlessly integrated with the generation management function in Ireland. Key benefits: In the event of system restriction needs, a wind production dispatch module provides the user with the capability of specifying the amount of MW to be curtailed. Via dedicated displays, a user can select the wind farms to be part of the wind dispatch effort. Once activated, the new required output of each contributing wind farm is calculated using pre-defi ned rules, and automatically transmitted to wind farms via SCADA setpoints upon confi rmation. A user oriented wind production dispatch dashboard to support the effi cient operator decision making during curtailment situations Complete market transparency of dispatch instructions thanks to a detailed audit log, which records all wind production dispatch instructions Wind Energy Producer Control Center PORTUGAL & SPAIN Renewable Energy Resource producers must choose systems which can support reliable and effi cient operations with a high return on investment. ALSTOM Grid delivered a scalable solution, including a decentralized data acquisition architecture to allow smooth integration of new wind farms into the system, to a large global wind power operator. Key benefits: Our tested and fi eld-proven e-terrascada solution was selected for its ability to deal with several hundred thousand data points needed to support not only the real-time operation of the resources, but also the collection of non-operational data supporting asset management requirements. Useroriented screens allow asset monitoring at different levels of granularity. A full-fl edged historian solution also serves as a foundation to support the calculation and monitoring of Key Performance Indicators and to support adaptive operation and maintenance procedures and decision-making processes. Reduced down time thanks to enhanced alarming system and capability to provide synthetic information to the maintenance team Capability to assess real time performance of wind farm manufacturers and in turn to optimize selection for incoming wind parks Analyzing the impacts of significant amounts of large-scale wind generation USA In 2006, ALSTOM Grid was contracted by a major U.S. electricity company to study the operational impacts of wind generation on its network. The project focused on the potential technical and economic impacts of operating up to 1,500 MW of wind generation on the Northern States Power system. Key benefits: The study analyzed the impacts of signifi cant amounts of large-scale wind generation on the real-time operations and short-term planning of the utility s electric power system. These functions, also known as ancillary services, are critical to reliable and economic operation of interconnected power systems, and represent tangible costs to the utility. Determination of accurate models following an investigation of the wind patterns in the Northern States control area Thorough analysis of past wind generation data to assess wind generation forecast accuracy Simulation using ALSTOM Grid s e-terrasimulator of the real-time effects on the power system of higher penetration wind power production 7

Grid-Automation-L3-SGridRenewable-2539-2011_01-EN - 2011 - Alstom, the Alstom logo and any alternative version thereof are trademarks and service marks of Alstom. The other names mentioned, registered or not, are the property of their respective companies. The technical and other data contained in this document are provided for information only. Neither Alstom, its offi cers nor employees accept responsibility for or should be taken as making any representation or warranty (whether express or implied) as to the accuracy or completeness of such data or the achievements of any projected performance criteria where these are indicated. No liability is accepted for any reliance placed upon the information contained in this brochure. Alstom reserves the right to revise or change these data at any time without further notice. Printed on paper made with pure ECF (Elemental Chlorine Free) ecological cellulose produced from trees grown in production forests under responsible management, and selected recycled three-layer fibres. ALSTOM Grid Worldwide Contact Centre www.grid.alstom.com/contactcentre Tel: +44 (0) 1785 250 070 www.grid.alstom.com GRID GRID