Wind power in Portugal: Renewable identification and security of supply

Size: px
Start display at page:

Download "Wind power in Portugal: Renewable identification and security of supply"

Transcription

1 Wind power in Portugal: Renewable identification and security of supply INVESTIGACIÓN Y DESARROLLO TECNOLÓGICO TRANSFERENCIA DE TECNOLOGÍA Y VALORIZACIÓN FORMACIÓN AVANZADA CONSULTORÍA PRE-INCUBACIÓN DE EMPRESAS DE BASE TECNOLÓGICA

2 Wind energy in Portugal: why? There are no fossil fuel resources in Portugal Constraints in using fossil fuels ( CO 2 ) The economic rationality of new nuclear option in Portugal not yet assessed Good wind resources Great complementary between hydro and wind sources for energy generation (hydro share is about 20% of total consumption, on average ) Good sites for wind power are far away of demand centers 2 Chile 2011 Acknowledgment: REN Redes Energéticas Nacionais (kind permission: Engº Vítor Baptista)

3 Wind, hydro and thermal generation Hydro Thermal 3 Chile 2011 Acknowledgment: REN Redes Energéticas Nacionais (kind permission: Engº Vítor Baptista)

4 Wind generation, load and challenges 2.March March.2010 Load Wind Power greater than load!!! wind farms monitored at transmission level Wind Wind power integration in large scale requires reinforced interconnections 4 Chile 2011

5 Identification of Renewable Potential Campus da FEUP Rua Dr. Roberto Frias, Porto Portugal T F www@inescporto.pt Decision support regarding renewable resource through the GIS and Fuzzy sets 2011

6 WHY NEGOTIATION? Investors search for the most profitable locations to install renewable generation The State has a policy for the territory Environmentalists organize opposition movements to renewable energy sources THREE ACTORS each with his own objectives or criteria, or ideas on what is favorable and what is not 6 Chile 2011

7 Methodology Coverages Criteria Weighting criteria Attribute 7 Chile 2011

8 Example Environment interest Tolerance map 8 Chile 2011

9 Example Investors interest generation Tolerance map 9 Chile 2011

10 Results on GIS Example of conciliation for 220 MW wind parks 10 Chile 2011

11 Security of Supply Campus da FEUP Rua Dr. Roberto Frias, Porto Portugal T F www@inescporto.pt Probabilistic Evaluation of Reserve Requirements of Generating Systems with Renewable Power Sources: The Portuguese and Spanish Cases 2011

12 Motivation Monitoring the Security of Supply in both countries for the years to come The work was developed in the framework of a RTD project financed by the TSO of Portugal and Spain (REN and REE, respectively) within their activities related to MIBEL (the Iberian electricity market), with the aim of maximizing the integration of renewable energy Important issues Penetration of wind power and other intermittent sources will increase dramatically in the next years, both in Portugal and Spain The two systems have a strong hydro component including pumping storage plants Adequate operating reserve levels must be defined and monitored Avoiding loss of renewable energy is an important concern 12 Chile 2011

13 Developing a tool Strategy Chronological Monte-Carlo simulation with well-being analysis Forced outages, maintenance, hydro, wind power, solar, other (PRE) Detailed treatment of the operating reserve Use the tool to perform different studies 13 Chile 2011 Adequacy evaluation for Static and Operating reserve: Alternative scenarios with increased penetration of intermittent power Loss of renewable energy at valley hours Comparing alternatives for increasing the operating reserve Benefits of interconnections Relate intermittent power penetration with the adequate reserve levels

14 Operating reserve definition R P (t) = Primary reserve at time t R S (t) = Secondary reserve at time t R T (t) = Tertiary reserve (<1 h) at time t R OPE (t) = Operating reserve at time t L = Short term load deviation at time t PW = Wind power capacity variation at time t G = Lost generating capacity at time t 14 Chile 2011

15 Reliability indices Conventional Reliability Indices 15 Chile 2011 LOLP = loss of load probability LOLE = loss of load expectation EPNS = expected power not supplied EENS = expected energy not supplied LOLF = loss of load frequency LOLD = loss of load duration Well-being indices EM = expected marginal hours Success Healthy Marginal Failure FH and FM = expected frequency of healthy and marginal states DH and DM = expected duration of healthy and marginal states Indices were calculated both for capacity analysis and operating reserve analysis

16 Some case studies (Portugal and Spain) Base case All historical hydrological and wind series were simulated H + scenario the wettest hydrological year was considered H - scenario the driest hydrological was simulated HWM scenario driest hydrological condition wind series reduced by 50% maintenance was increased by 20% 16 Chile 2011

17 LOLE (h/yr) LOLE (h/yr) Some results Portugal Capacity analysis (Portugal) Base HWM H- H Operating reserve (Portugal) Base HWM H- H Chile 2011

18 LOLE (h/yr) LOLE (h/yr) Some results Spain Capacity analysis (Spain) Base HWM H- H Operating reserve (Spain) Base HWM H- H Chile 2011

19 LOLE (h/yr) Some results monthly variation of LOLE Monthly variation of the operating risk (Portugal 2025) H- Base H Month 19 Chile 2011

20 LOLE (h/yr) Some results maintenance Effect of +20% in maintenance outaged power (Portugal 2025) M+ Base Month 20 Chile 2011

21 Conclusions The approach is able to deal with the new issues raised by the increased penetration of intermittent sources of electricity Specific analysis of operating reserve needs detects risk situations not captured by the traditional capacity analysis Influence of the forecast error can be assessed Adequate levels for reserve are identified Possible solutions to increase the reserve levels can be tested The role of fast tertiary reserve is crucial when possibly large unexpected variations of load and intermittent power have to be addressed Loss of renewable energy at valley hours can be estimated Possible solutions to avoid this situation can be tested and evaluated 21 Chile 2011

22 SPIN-OFF MADE AT INESC TEC FROM RESEARCH TO BUSINESS Previsión de potencia eólica Actividad iniciada en parques eolicos como clientes Software INESC TEC Socios: las empresas, INESC Porto 22 Chile 2011

23 JOINT BRAZIL-PORTUGAL RESEARCH New development of prediction models for wind farms in Brazil Research promoted by ONS the TSO in Brazil Partnership with a Brazilian University (UFPE) Consultancy by INESC TEC 23 Chile 2011

24 JOINT CHILE-PORTUGAL RESEARCH We are looking for to do something Partnership with INESC TEC 24 Chile 2011

Introduction: What Has to Change?

Introduction: What Has to Change? Technical problems and solutions for adapting a conventional system to receive strong penetration of renewable energies in the form of distributed generation Portuguese Case INVESTIGACIÓN Y DESARROLLO

More information

Grid Integration of Wind Energy in Spain Tomás Romagosa Cabezudo 5th July 2018

Grid Integration of Wind Energy in Spain Tomás Romagosa Cabezudo 5th July 2018 CDTI-NEDO-JWPA delegation visit to CECRE (REE) Grid Integration of Wind Energy in Spain Tomás Romagosa Cabezudo 5th July 2018 REOLTEC What is Reoltec? Plataforma Tecnológica del Sector Eólico Español Integra

More information

REPORT RENEWABLE ELECTRICITY IN PORTUGAL

REPORT RENEWABLE ELECTRICITY IN PORTUGAL REPORT RENEWABLE ELECTRICITY IN PORTUGAL Monthly Edition April of 218 RENEWABLE ELECTRICITY IN MAINLAND PORTUGAL Highlights of the Electric Sector in April of 218 Average electricity price in the MIBEL

More information

REN- Redes Energéticas Nacionais, SGPS, S.A. REN- Redes Energéticas Nacionais, SGPS, S.A. EN- Redes REN Energéticas Nacionais, SGPS, S.A.

REN- Redes Energéticas Nacionais, SGPS, S.A. REN- Redes Energéticas Nacionais, SGPS, S.A. EN- Redes REN Energéticas Nacionais, SGPS, S.A. Redes Energéticas Nacionais, SGPS, S.A REN- REN- EN- Redes REN Energéticas Nacionais, SGPS, S.A. Presentation to xxxx Presentación Institucional Presentation to xxxx Presentation to xxxx Presenting REN

More information

RELIABILITY AND SECURITY ISSUES OF MODERN ELECTRIC POWER SYSTEMS WITH HIGH PENETRATION OF RENEWABLE ENERGY SOURCES

RELIABILITY AND SECURITY ISSUES OF MODERN ELECTRIC POWER SYSTEMS WITH HIGH PENETRATION OF RENEWABLE ENERGY SOURCES RELIABILITY AND SECURITY ISSUES OF MODERN ELECTRIC POWER SYSTEMS WITH HIGH PENETRATION OF RENEWABLE ENERGY SOURCES Evangelos Dialynas Professor in the National Technical University of Athens Greece dialynas@power.ece.ntua.gr

More information

Dynamic reserve requirement in real time operation

Dynamic reserve requirement in real time operation Dynamic reserve requirement in real time operation Daniel Huertas Hernando SINTEF Energy Research SINTEF Energy Research 1 Wind power forecast uncertainty Uncertainty is higher for 1 wind farm than for

More information

Impact of RES on the ancillary services EPCC 11 th International Workshop, Altea Spain

Impact of RES on the ancillary services EPCC 11 th International Workshop, Altea Spain RED ELÉCTRICA DE Impact of RES on the ancillary services EPCC 11 th International Workshop, Altea Spain May 24th 2011 Abril 2007 Dirección de Operación Index Introduction to RES Impact of RES on the ancillary

More information

Large Scale Integration of Renewable Power Sources and Microgeneration / Microgrids

Large Scale Integration of Renewable Power Sources and Microgeneration / Microgrids JULY 2008 Campus da FEUP Rua Dr. Roberto Frias, 378 4200-465 Porto Portugal T +351 222 094 000 F +351 222 094 050 www@inescporto.pt www.inescporto.pt Large Scale Integration of Renewable Power Sources

More information

Terms of Reference AG 2017/01

Terms of Reference AG 2017/01 Long-term Analysis of the Chilean National Electricity System Considering Variable and Intermittent Energy Resources Terms of Reference AG 2017/01 February 2017 Index 1. Introduction... 2 2. Objectives

More information

REDES ELÉTRICAS INTELIGENTES COMO CONDIÇÃO DE SUCESSO NA CONTENÇÃO DAS ALTERAÇÕES CLIMÁTICAS

REDES ELÉTRICAS INTELIGENTES COMO CONDIÇÃO DE SUCESSO NA CONTENÇÃO DAS ALTERAÇÕES CLIMÁTICAS REDES ELÉTRICAS INTELIGENTES COMO CONDIÇÃO DE SUCESSO NA CONTENÇÃO DAS ALTERAÇÕES CLIMÁTICAS João Peças Lopes Administrador INESC TEC Professor Catedrático Faculdade de Engenharia da Universidade do Porto

More information

GRID CODE FOR ISOLATED SYSTEMS

GRID CODE FOR ISOLATED SYSTEMS 1 GRID CODE FOR ISOLATED SYSTEMS Susana Ludovino REDE ELÉCTRICA NACIONAL, S.A., 1749-061 Lisboa, PORTUGAL (e-mail: susana.ludovino@ren) Abstract The aim of this study is to verify the application of an

More information

Reliability Analysis using PLEXOS

Reliability Analysis using PLEXOS Reliability Analysis using PLEXOS Published by: Randell Johnson Energy Exemplar LLC, East Coast USA Office. 1 P a g e Introduction The PLEXOS simulator is a powerful tool for performing reliability studies

More information

2016 Probabilistic Assessment. December 5, 2016 Southwest Power Pool

2016 Probabilistic Assessment. December 5, 2016 Southwest Power Pool 2016 Probabilistic Assessment December 5, 2016 Southwest Power Pool Table of Contents 1. Summary...2 a. SPP Planning Coordinator Footprint...2 b. Seasonal Capacity Totals... Error! Bookmark not defined.

More information

Desenvolvimento da Microgeração e das Microredes

Desenvolvimento da Microgeração e das Microredes 27 MAY 21 Campus da FEUP Rua Dr. Roberto Frias, 378 42-465 Porto Portugal T +351 222 94 F +351 222 94 5 www@inescporto.pt www.inescporto.pt Desenvolvimento da Microgeração e das Microredes João A. Peças

More information

Generation Adequacy. Generation Adequacy. market measures to secure it and methodology for assessment

Generation Adequacy. Generation Adequacy. market measures to secure it and methodology for assessment market measures to secure it and methodology for assessment Introduction Power markets are at a crossroad. The structure of power generation capacity is changing towards more intermittent renewable energy,

More information

Optimizing the Generation Capacity Expansion. Cost in the German Electricity Market

Optimizing the Generation Capacity Expansion. Cost in the German Electricity Market Optimizing the Generation Capacity Expansion Cost in the German Electricity Market Hamid Aghaie Research Scientist, AIT Austrian Institute of Technology Novemebr 2017 1 Motivation Energy-only Market Generators

More information

TECHNICAL AND ECONOMIC ANALYSIS OF THE EUROPEAN ELECTRICITY SYSTEM WITH 60% RES EDF R&D

TECHNICAL AND ECONOMIC ANALYSIS OF THE EUROPEAN ELECTRICITY SYSTEM WITH 60% RES EDF R&D TECHNICAL AND ECONOMIC ANALYSIS OF THE EUROPEAN ELECTRICITY SYSTEM WITH 60% RES EDF R&D Strasbourg, 13 Septembre 2016 1 The study: how can we integrate «a lot of RES» in power systems? 60 % RES (generation)

More information

Energy Management and Planning in Greek Non Interconnected Islands

Energy Management and Planning in Greek Non Interconnected Islands Energy Management and Planning in Greek Non Interconnected Islands Andreas Vlachos Director, Long-term Energy Planning, RAE Framework overview 2 Framework Overview Laws 3468/2006 (Provisions for Renewables),

More information

Flexibility in the Swiss Electricity Markets. Jan Abrell Energieforschungsgespräche Disentis 2019,

Flexibility in the Swiss Electricity Markets. Jan Abrell Energieforschungsgespräche Disentis 2019, Flexibility in the Swiss Electricity Markets Jan Abrell Energieforschungsgespräche Disentis 2019, 24.01.2019 Motivation Share of renewable energy sources in electricity supply is increasing Wind and solar

More information

Relevant Energy Sectors in Portugal. Chapter 1

Relevant Energy Sectors in Portugal. Chapter 1 Relevant Energy Sectors in Portugal Chapter 1 THE ELECTRICITY SECTOR IN PORTUGAL STRUCTURE OF THE PORTUGUESE ELECTRICITY SECTOR Clientes HV and em MV AT Clients e MT Cliente LV Clients em BT Central Hydro

More information

Main Drivers for the Iberian Market Price And Energy Storage in Portugal

Main Drivers for the Iberian Market Price And Energy Storage in Portugal Sustainable Energy Systems Main Drivers for the Iberian Market Price And Energy Storage in Portugal Gonçalo Pereira Susana Vieira Carlos Silva OR 2012, Hannover, Germany, 5/9/2012, contact: goncalo.duarte.pereira@ist.utl.pt

More information

ERCOT Public LTRA Probabilistic Reliability Assessment. Final Report

ERCOT Public LTRA Probabilistic Reliability Assessment. Final Report ERCOT Public 2016 LTRA Probabilistic Reliability Assessment Final Report November 21, 2016 Contents Summary... 1 Software Model Description... 3 Demand Modeling... 3 Controllable Capacity Demand Response

More information

PowrSym4. A Presentation by. Operation Simulation Associates, Inc. February, 2012

PowrSym4. A Presentation by. Operation Simulation Associates, Inc. February, 2012 PowrSym4 A Presentation by Operation Simulation Associates, Inc. February, 2012 1 Presentation Contents History of PowrSym Introduction to OSA The PowrSym3 Model PowrSym4 Enhancements 2 PowrSym Background

More information

Lesson learned about the integration of large amount of volatile Renewable Energy Resources

Lesson learned about the integration of large amount of volatile Renewable Energy Resources Francesco Rizzo, Area Manager America & Iberia III BIREGIONAL FORUM WEC N.A. AND LAC- Cancun, Dec. 6-7, 2012 How to Satisfy the Energy Demand of the Americas in a World with Greater Environmental and Financial

More information

Modeling Hydro Power Plants in Deregulated Electricity Markets: Integration and Application of EMCAS and VALORAGUA

Modeling Hydro Power Plants in Deregulated Electricity Markets: Integration and Application of EMCAS and VALORAGUA Modeling Hydro Power Plants in Deregulated Electricity Markets: Integration and Application of EMCAS and Prakash Thimmapuram 1, Thomas D. Veselka 1, Vladimir Koritarov 1 Sónia Vilela 2, Ricardo Pereira

More information

Adequacy calculations for Belgium LOLE and strategic reserves volume

Adequacy calculations for Belgium LOLE and strategic reserves volume Adequacy calculations for Belgium LOLE and strategic reserves volume WG Belgian Grid 23/10/2014 Brussels, 23/10/2014 Rafael Feito Kiczak Adequacy and Market analyst Agenda 1. Modelling and hypotheses 2.

More information

Analysis of Micro Generation Impacts in Distribution Networks

Analysis of Micro Generation Impacts in Distribution Networks Analysis of Micro Generation Impacts in Distribution Networks Susana Silva, J. N. Fidalgo, J. A. Peças Lopes INESC Porto Instituto de Engenharia de Sistemas e Computadores FEUP Faculdade de Engenharia

More information

2010 Loss of Load Expectation Report PUBLISHED: 10/01/2010 LATEST REVISION: 10/08/2010

2010 Loss of Load Expectation Report PUBLISHED: 10/01/2010 LATEST REVISION: 10/08/2010 PUBLISHED: 10/01/2010 LATEST REVISION: 10/08/2010 Table of Contents Introduction... 2 Objective... 2 Background... 2 Study Assumptions... 3 Data discussion... 3 Topology... 3 Load... 3 Generation... 3

More information

The Iberian Electricity Market - Impacts on power producer profits, consumer surplus and social welfare in the wholesale market

The Iberian Electricity Market - Impacts on power producer profits, consumer surplus and social welfare in the wholesale market ENERGEX 10 th International Energy Forum 2004 Energy & Society: 3 6 May 2004, Lisbon, Portugal The Iberian Electricity Market - Impacts on power producer profits, consumer surplus and social welfare in

More information

Overview on electricity systems and renewables integration V. Dordonnat RTE France

Overview on electricity systems and renewables integration V. Dordonnat RTE France Overview on electricity systems and renewables integration V. Dordonnat RTE France virginie.dordonnat@rte-france.com Outline 1. Introduction 2. Weather and European power system 3. Near Future 4. Conclusion

More information

4 Calculation of Demand Curve Parameters

4 Calculation of Demand Curve Parameters 4 Calculation of Demand Curve Parameters This section addresses the demand curve for the Alberta capacity market, including the calculations for the components of the demand curve. 4.1 Resource adequacy

More information

Assessment of Energy Storage Systems for Contribution to Flexibility in Electrical Power System with High Level Intermittent Renewables Energy

Assessment of Energy Storage Systems for Contribution to Flexibility in Electrical Power System with High Level Intermittent Renewables Energy 21, rue d Artois, F-758 PARIS C6-143 DUBLIN 217 http : //www.cigre.org Assessment of Energy Storage Systems for Contribution to Flexibility in Electrical Power System with High Level Intermittent Renewables

More information

Using PLEXOS to Validate TIMES

Using PLEXOS to Validate TIMES Using PLEXOS to Validate TIMES Paul Deane and Alessandro Chiodi Sustainable Energy Research Group, Environmental Research Institute University College Cork, Cork, Ireland ETSAP workshop, Cork, Ireland

More information

Multidisciplinary master and doctoral programmes at the University of Lisbon

Multidisciplinary master and doctoral programmes at the University of Lisbon Multidisciplinary master and doctoral programmes at the University of Lisbon J.M. Serra Head of Department of Geographical Engineering, Geophysics and Energy Coordinator of the PhD doctoral program on

More information

Portugal Wind Energy Situation

Portugal Wind Energy Situation 5th WSEAS Int. Conf. on ENVIRONMENT, ECOSYSTEMS and DEVELOPMENT, Tenerife, Spain, December 14-16, 2007 186 Portugal Wind Energy Situation F. A. BARATA J. C. QUADRADO Departamento de Engenharia Electrotécnica

More information

Distributed Generation Concept and Case Study

Distributed Generation Concept and Case Study Distributed Generation Concept and Case Study 1 TABLE OF CONTENTS 01 Current European energy framework 02 Energy context: Spain 03 Distributed generation 04 New entrepreneurship ecosystem in the energy

More information

Assessment of Marginal and Long-term Surplus Power in Orissa A Case Study

Assessment of Marginal and Long-term Surplus Power in Orissa A Case Study 1 Chandra 16th NATIONAL POWER SYSTEMS CONFERENCE, 15th-17th DECEMBER, 2010 103 Assessment of Marginal and Long-term in Orissa A Case Study Chandra Shekhar Reddy Atla, A.C. Mallik, Dr. Balaraman K and Dr.

More information

A Revised Resource Adequacy Standard for the Pacific Northwest. NERC LOLE Work Group November 7-8, 2011 Austin, TX

A Revised Resource Adequacy Standard for the Pacific Northwest. NERC LOLE Work Group November 7-8, 2011 Austin, TX A Revised Resource Adequacy Standard for the Pacific Northwest NERC LOLE Work Group November 7-8, 2011 Austin, TX OUTLINE Makeup of the PNW s Power Supply NERC Definition for Adequacy PNW s Approach Sample

More information

DEVELOPMENT AND IMPLEMENTATION OF AN IMPROVED METHODOLOGY FOR GENERATION ADEQUACY ASSESSMENT

DEVELOPMENT AND IMPLEMENTATION OF AN IMPROVED METHODOLOGY FOR GENERATION ADEQUACY ASSESSMENT DEVELOPMENT AND IMPLEMENTATION OF AN IMPROVED METHODOLOGY FOR GENERATION ADEQUACY ASSESSMENT MANDATED BY THE PENTALATERAL ENERGY FORUM TO THE TSO S CEER/IEA EXPERT WORKSHOP V ON REGIONAL RESOURCE ADEQUACY

More information

SYSTEM ADEQUACY METHODOLOGY. January 30 th, 2009

SYSTEM ADEQUACY METHODOLOGY. January 30 th, 2009 SYSTEM ADEQUACY METHODOLOGY January 30 th, 2009 TABLE OF CONTENTS 1 INTRODUCTION... 2 1.1 Purpose of this Document 2 1.2 System Adequacy 2 1.3 Geographical Perimeter 2 1.4 Time of Reference 3 1.5 National

More information

Renewable energy scenarios in the portuguese electricity system

Renewable energy scenarios in the portuguese electricity system Renewable energy scenarios in the portuguese electricity system University of Minho Center for Industrial and Technology Management Campus Azurem 4800 058 Guimaraes PORTUGAL Liliana Fernandes, Paula Ferreira*

More information

NERC Probabilistic Assessments Overview & Future Improvements

NERC Probabilistic Assessments Overview & Future Improvements NERC Probabilistic Assessments Overview & Future Improvements Noha Abdel-Karim, PhD. NERC IEEE LOLEWG Meeting July 31, 2015 Overview NERC Probabilistic Assessment (ProbA) reports extend the LTRA data with

More information

Regulatory challenges in developed markets

Regulatory challenges in developed markets 20 July 2017 Regulatory challenges in developed markets 15 th ERRA Summer School: Introduction to Regulation Edith Bayer Senior Associate The Regulatory Assistance Project (RAP) Rue de la Science 23 B-1040

More information

SEVILLA, APRIL Distributed Generation and Microgeneration and its Impacts. João A. Peças Lopes. Power Systems Unit INESC Porto

SEVILLA, APRIL Distributed Generation and Microgeneration and its Impacts. João A. Peças Lopes. Power Systems Unit INESC Porto SEVILLA, APRIL 2010 Campus da FEUP Rua Dr Roberto Frias, 378 4200-465 Porto Portugal T +351 222 094 000 F +351 222 094 050 www@inescportopt wwwinescportopt Distributed Generation and Microgeneration and

More information

The Spanish experience with vast amounts of renewable power. Dr. Silvia Serrano Calle ETSIT, Universidad Politécnica de Madrid (UPM)

The Spanish experience with vast amounts of renewable power. Dr. Silvia Serrano Calle ETSIT, Universidad Politécnica de Madrid (UPM) The Spanish experience with vast amounts of renewable power Dr. Silvia Serrano Calle ETSIT, Universidad Politécnica de Madrid (UPM) Agenda Energy in Spain Electricity generation and renewable power in

More information

Nuclear-renewable hybrid energy systems for non-electric applications

Nuclear-renewable hybrid energy systems for non-electric applications Nuclear-renewable hybrid energy systems for non-electric applications Cost issues Saied Dardour 3E Analysis Unit Planning and Economic Studies Section Division of Planning, Information and Knowledge Management

More information

LOLE Fundamentals Loss of Load Expectation (LOLE) Fundamentals

LOLE Fundamentals Loss of Load Expectation (LOLE) Fundamentals Loss of Load Expectation (LOLE) Fundamentals March 13, 2014 Last material update: 03/12/2014 LOLE Agenda 2 Loss of Load Expectation (LOLE) Fundamentals Sections LOLE Background LOLE Study Connections to

More information

Relevant Energy Sectors in Portugal. Chapter 1

Relevant Energy Sectors in Portugal. Chapter 1 Relevant Energy Sectors in Portugal Chapter 1 THE ELECTRICITY SECTOR IN PORTUGAL STRUCTURE OF THE PORTUGUESE ELECTRICITY SECTOR Clientes HV and em MV AT Clients e MT Cliente LV Clients em BT Central Hydro

More information

INTEGRATION OF RENEWABLE BASED GENERATION INTO SRI LANKAN GRID

INTEGRATION OF RENEWABLE BASED GENERATION INTO SRI LANKAN GRID CEYLON ELECTRICITY BOARD INTEGRATION OF RENEWABLE BASED GENERATION INTO SRI LANKAN GRID 2018-2028 Dr. H.M Wijekoon Chief Engineer (Transmission Planning) Randika Wijekoon Electrical Engineer (Generation

More information

The Electric Power System

The Electric Power System Country s flag The Electric Power System - Spain - Spanish Power System 1 Basic facts Area: 505 957 km 2 Population: 46 439 864 (2015) Number of TSOs: 1 Number of DSOs: 336 (source: MINETUR) 28 Mio. consumers

More information

Review of Bevoorradingszekerheidsstudie voor België: Nood aan strategische reserve voor de winter (November 2015)

Review of Bevoorradingszekerheidsstudie voor België: Nood aan strategische reserve voor de winter (November 2015) Review of Bevoorradingszekerheidsstudie voor België: Nood aan strategische reserve voor de winter 2016-2017 (November 2015) FINAL VERSION, DECEMBER 9 th, 2015 Johan Albrecht, Estelle Cantillon 1, Sam Hamels

More information

Outcomes TYNDP Visions - Request for Stakeholder Input Period 3 December January 2013

Outcomes TYNDP Visions - Request for Stakeholder Input Period 3 December January 2013 Outcomes TYNDP 2014-2030 Visions - Request for Stakeholder Input Period 3 December 2012-7 January 2013 April 2013 1 INTRODUCTION In the process of constructing the 2014 Ten Year Network Development Plan,

More information

Adequacy and Flexibility study Ad-Hoc Task Force implementation Strategic Reserve January 22, 2019

Adequacy and Flexibility study Ad-Hoc Task Force implementation Strategic Reserve January 22, 2019 Adequacy and Flexibility study 2019 Ad-Hoc Task Force implementation Strategic Reserve January 22, 2019 Context Regulatory & Legal framework APR 2016 Adequacy & Flexibility 2017-2027 At the request of

More information

Transmission Infrastructure Investment Requirements in the Future European Low-Carbon Electricity System

Transmission Infrastructure Investment Requirements in the Future European Low-Carbon Electricity System Transmission Infrastructure Investment Requirements in the Future European Low-Carbon Electricity System Danny Pudjianto, Manuel Castro, Goran Strbac Department of Electrical and Electronic Engineering

More information

Stochastic Unit Commitment Considering Uncertain Wind Production: Application to an isolated system

Stochastic Unit Commitment Considering Uncertain Wind Production: Application to an isolated system ESCUELA TÉCNICA SUPERIOR DE INGENIERÍA ICAI Instituto de Investigación Tecnológica Stochastic Unit Commitment Considering Uncertain Wind Production: Application to an isolated system Kristin Dietrich,

More information

CHAPTER 25. Portugal. 1.0 Overview

CHAPTER 25. Portugal. 1.0 Overview Portugal CHAPTER 25 Photo credit: Pedro Correia 1.0 Overview In 2009, the electricity consumption in Portugal was 49.9 TWh, which represents a reduction of 1.4% in demand, the first decrease since 1981.

More information

ASSETS, CHALLENGES & OPPORTUNITIES

ASSETS, CHALLENGES & OPPORTUNITIES KINGDOM OF MOROCCO MINISTRY OF ENERGY, MINES AND SUSTAINABLE DEVELOPMENT New Moroccan Energy Strategy by 2030 ASSETS, CHALLENGES & OPPORTUNITIES Mr. Abderrahim EL HAFIDI Secretary General Ministry of Energy,

More information

Background: ERCOT studies in 80 s and 90 s using NARP (N Area Reliability Program): o Small model in which each node represented a major load center

Background: ERCOT studies in 80 s and 90 s using NARP (N Area Reliability Program): o Small model in which each node represented a major load center A Direct High Speed Calculation Procedure For Determining LOLE, LOLH, and EUE For Fossil, Wind, and Solar Generation With A Suggested Procedure For Also Including Transmission Constraints a presentation

More information

Making Renewable Energy Integration Compatible with the Security of the System

Making Renewable Energy Integration Compatible with the Security of the System Making Renewable Energy Integration Compatible with the Security of the System November 20 th 2015 Spanish Electrical System REE: Mission and Principles System Operation: Operate the grid & coordinate

More information

Pumped Hydro Storage in the Iberian Electricity Market. USAEE Conference Austin, TX November 7, 2012 Colleen Lueken

Pumped Hydro Storage in the Iberian Electricity Market. USAEE Conference Austin, TX November 7, 2012 Colleen Lueken Pumped Hydro Storage in the Iberian Electricity Market USAEE Conference Austin, TX November 7, 2012 Colleen Lueken 1 Source: EDP website 2 Background and Motivation EU s 20 20 20 targets by 2020: Reduce

More information

Adequacy calculations for Belgium - Strategic reserves volume

Adequacy calculations for Belgium - Strategic reserves volume Adequacy calculations for Belgium - Strategic reserves volume WG Belgian Grid 02/02/2015 Cindy Bastiaensen Expert market, adequacy & economic analysis Agenda 1. Modelling and hypotheses 2. Strategic reserves

More information

Integrating Renewable Energy into the Electrical Grid, a TSO Perspective

Integrating Renewable Energy into the Electrical Grid, a TSO Perspective Integrating Renewable Energy into the Electrical Grid, a TSO Perspective Presented by Alberto Gil Index 1 2 3 4 5 Red Eléctrica de España (REE) CECOEL: Electrical Control Center CECRE: Control Center for

More information

Analysis of the determinants of the Brazilian energy mix

Analysis of the determinants of the Brazilian energy mix Analysis of the determinants of the Brazilian energy mix Ana Thereza Carvalho Costa Nivalde José de Castro André Luis da Silva Leite Ana Luiza Souza Mendes February 2016 Objectives Compare the official

More information

CAISO Generator Deliverability Assessment Methodology. On-Peak Deliverability Assessment Methodology (for Resource Adequacy Purposes)

CAISO Generator Deliverability Assessment Methodology. On-Peak Deliverability Assessment Methodology (for Resource Adequacy Purposes) Background On-Peak Deliverability Assessment Methodology (for Resource Adequacy Purposes) The CAISO s deliverability study methodology for resource adequacy purposes was discussed extensively in the CPUC

More information

Electricity demand in Spain

Electricity demand in Spain ANALYSIS OF THE SPANISH ELECTRICITY MARKET AT THE END OF THE FIRST QUARTER OF 2016 Information elaborated by AleaSoft, a leading company in the development of price and consumption forecasting models of

More information

Critical Importance and Role of Power Generation Planning in the Power System

Critical Importance and Role of Power Generation Planning in the Power System Critical Importance and Role of Power Generation Planning in the Power System By Hassan Jafar Zaidi, CEO Power Planners Int. (PPI), Pakistan Training Workshop Identification, Comparison and Scenario Based

More information

Luciano Losekann Montevideo, October 28, 2016

Luciano Losekann Montevideo, October 28, 2016 RENEWABLE ENERGY DIFFUSION IN BRAZIL Luciano Losekann Montevideo, October 28, 2016 RENEWABLE ENERGY PREDOMINANCE IN BRAZIL The Brazilian electricity sector has dealt with renewable predominance and intermittency

More information

Electric Power Systems Planning Under Liberal Markets and Uncertainty

Electric Power Systems Planning Under Liberal Markets and Uncertainty Electric Power Systems Planning Under Liberal Markets and Uncertainty Mário Domingos Pires Coelho 1 2, João Tomé Saraiva 1 3 and Adelino Pereira 4 1 Faculdade de Engenharia da Universidade do Porto 2 Conselho

More information

Generating Capacity Reliability Assessment of the Itaipu Hydroelectric Plant via Sequential Monte Carlo Simulation

Generating Capacity Reliability Assessment of the Itaipu Hydroelectric Plant via Sequential Monte Carlo Simulation Generating Capacity Reliability Assessment of the Itaipu Hydroelectric Plant via Sequential Monte Carlo Simulation Reinaldo A. González-Fernández 1 Ricci E. Oviedo-Sanabria 2 Superintendency of Operation

More information

An Open Season Scheme to develop Transmission Interconnection Investments for large wind farms in Mexico

An Open Season Scheme to develop Transmission Interconnection Investments for large wind farms in Mexico An Open Season Scheme to develop Transmission Interconnection Investments for large wind farms in Mexico Francisco J. Barnés Washington, DC, April 1st, 2009 Power Generation Capacity 2000 At the end of

More information

Craig L. Hart Consultant Energy Exemplar Africa (Pty) Ltd South Africa

Craig L. Hart Consultant Energy Exemplar Africa (Pty) Ltd South Africa Craig L. Hart Consultant Energy Exemplar Africa (Pty) Ltd South Africa Proven Natural Gas Reserves in Africa (2015) Source of data: U.S. Energy Information Administration - International Energy Statistics

More information

Capacity Credit of Wind Generation in South Africa. Final Report

Capacity Credit of Wind Generation in South Africa. Final Report Capacity Credit of Wind Generation in South Africa Final Report February 2011 Commissioned by: Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH Office Pretoria Focal Area Energy & Climate

More information

Towards the optimum mix between wind and PV capacity in the Greek power system. G.Caralis, S.Delikaraoglou, A.Zervos Presentation: George Caralis

Towards the optimum mix between wind and PV capacity in the Greek power system. G.Caralis, S.Delikaraoglou, A.Zervos Presentation: George Caralis Towards the optimum mix between wind and PV capacity in the Greek power system G.Caralis, S.Delikaraoglou, A.Zervos Presentation: George Caralis Description of the problem - Objectives (National Action

More information

MODELING OF VARIABLE ENERGY RESOURCES IN POWER SYSTEM RELIABILITY ASSESSMENT. Samer Sulaeman

MODELING OF VARIABLE ENERGY RESOURCES IN POWER SYSTEM RELIABILITY ASSESSMENT. Samer Sulaeman MODELING OF VARIABLE ENERGY RESOURCES IN POWER SYSTEM RELIABILITY ASSESSMENT By Samer Sulaeman A DISSERTATION Submitted to Michigan State University in partial fulfillment of the requirements for the degree

More information

Uncertainties on future demand and supply The gas market s role in providing flexibility

Uncertainties on future demand and supply The gas market s role in providing flexibility Uncertainties on future demand and supply The gas market s role in providing flexibility Carmen Vindel Sánchez Director of International Regulation November 2014 Índice 1. Supply & Demand of Natural Gas

More information

NERC Project. Increase Analytical Capabilities in the Probabilistic Domain

NERC Project. Increase Analytical Capabilities in the Probabilistic Domain NERC Project Increase Analytical Capabilities in the Probabilistic Domain Noha Abdel-Karim, PhD. Senior Engineer for Reliability Assessment IEEE-LOLE Working Group Meeting July 21-22, 2016 About NERC International

More information

How to integrate up to 60% renewables to the EU power system

How to integrate up to 60% renewables to the EU power system How to integrate up to 60% renewables to the EU power system ENTSO-E s outline on why transmission infrastructure is key in reaching in a secure and affordable way the EU s 2030 climate and energy objectives

More information

REVIEW OF POWER SYSTEM EXPANSION PLANNING IN VIETNAM

REVIEW OF POWER SYSTEM EXPANSION PLANNING IN VIETNAM Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized REVIEW OF POWER SYSTEM EXPANSION PLANNING IN VIETNAM Tasks 1 and 2 Report Prepared for

More information

Mid-term Adequacy Forecast of the Czech Republic ČEPS 08/2016

Mid-term Adequacy Forecast of the Czech Republic ČEPS 08/2016 Mid-term Adequacy Forecast of the Czech Republic 2016-2025 ČEPS 08/2016 Mid-term Adequacy Forecast (MAF CZ) According to Regulation (EC) No 714/2009 ENTSO-E shall adopt the European generation adequacy

More information

An Interactive Real Time Control Scheme For the Future Grid Operation

An Interactive Real Time Control Scheme For the Future Grid Operation An Interactive Real Time Control Scheme For the Future Grid Operation Taiyou Yong China Electric Power Research Institute May 15, 2014 1 Disclaimer The views expressed in this presentation are completely

More information

[DRAFT DECLARATION MADRID, 4 MARCH 2015] 3 de marzo de 2015

[DRAFT DECLARATION MADRID, 4 MARCH 2015] 3 de marzo de 2015 The President of France Mr François Hollande, the Prime Minister of Spain Mariano Rajoy, the Prime Minister of Portugal Pedro Passos Coelho and the President of the European Commission Jean-Claude Juncker

More information

How Do We Manage the Complexity of the Grid?

How Do We Manage the Complexity of the Grid? M A Y 2 0 1 6 How Do We Manage the Complexity of the Grid? Control at Large Scales: Energy Markets and Responsive Grids, Minneapolis Eugene Litvinov 1 complex systems are counterintuitive. That is, they

More information

Operation of Power Systems with High Shares of Variable Renewables. Manuel Coxe. Progarmme Officer - Grid Integration

Operation of Power Systems with High Shares of Variable Renewables. Manuel Coxe. Progarmme Officer - Grid Integration Operation of Power Systems with High Shares of Variable Renewables Manuel Coxe Progarmme Officer - Grid Integration IRENA Innovation and Technology Centre Similar or Different? STORK STORM AGENDA 1. Transforming

More information

EMS of the Future. EMS Users Conference Chicago, Illinois. John McDaniel September 20, Proprietary 1 Experience you can trust.

EMS of the Future. EMS Users Conference Chicago, Illinois. John McDaniel September 20, Proprietary 1 Experience you can trust. EMS of the Future EMS Users Conference Chicago, Illinois John McDaniel September 20, 2010 Proprietary 1 Experience you can trust. Overview Key Issues Shaping EMS Implementations Operational Issues Being

More information

Integration of renewable energy in China lessons learnt from Europe. Kaare Sandholt Chief expert China National Renewable Energy Centre

Integration of renewable energy in China lessons learnt from Europe. Kaare Sandholt Chief expert China National Renewable Energy Centre Integration of renewable energy in China lessons learnt from Europe Kaare Sandholt Chief expert China National Renewable Energy Centre China National Renewable Energy Centre Assist China s energy authorities

More information

Bruno Cova ResponsabileArea di Business Power Systems, Markets and Regulatory Division Consulting, Solutions & Services. Firenze, 12.4.

Bruno Cova ResponsabileArea di Business Power Systems, Markets and Regulatory Division Consulting, Solutions & Services. Firenze, 12.4. Valutazione del livello di massima penetrazione della generazione da fonte rinnovabile non programmabile Assessing the maximum penetration level of non programmable RES generation Bruno Cova ResponsabileArea

More information

Demand Response as Flexibility Provider: what are the challenges to achieve its full potential?

Demand Response as Flexibility Provider: what are the challenges to achieve its full potential? Demand Response as Flexibility Provider: what are the challenges to achieve its full potential? Dr. Kristof De Vos, KU Leuven - EnergyVille Febeliec Workshop on Demand Response June 15, 2015 Diamant Building,

More information

Calculation of system index - Basic idea. Load model Alternative 2. Thermal power station model. Equivalent load. Example 6.8:

Calculation of system index - Basic idea. Load model Alternative 2. Thermal power station model. Equivalent load. Example 6.8: System planning, EG2050 Probabilistic production cost simulation of electricity markets lecture 14 Lennart Söder Professor in Electric Power Systems PPC model Assume Perfect competition Perfect information

More information

Natural Gas and Renewable Energy Partnership

Natural Gas and Renewable Energy Partnership Natural Gas and Renewable Energy Partnership Thiago Barral Superintendent of Power Generation Projects EPE (Energy Research Office) EPE (Energy Research Office) Who we are Federal institution created in

More information

Least-cost options for integrating intermittent renewables

Least-cost options for integrating intermittent renewables Copernicus Institute of Sustainable Development Least-cost options for integrating intermittent renewables Anne Sjoerd Brouwer 22-1-216 Introduction Stricter climate policies increasingly likely Power

More information

Analysis of Distributed Generation and Power Losses Viesgo Distribución

Analysis of Distributed Generation and Power Losses Viesgo Distribución Analysis of Distributed Generation and Power Losses Viesgo Distribución CEER Workshop for the Benchmarking Report on Power Losses 6 October 2016 Agenda 1. Overview of Viesgo 2. Distributed Generation in

More information

WIND POWER IN THE SPANISH ELECTRIC MARKET

WIND POWER IN THE SPANISH ELECTRIC MARKET WIND POWER IN THE SPANISH ELECTRIC MARKET Alberto Ceña March 2015 REGULATORY FRAMEWORKS 3 Immediate Obstacles Until they are tackled, the numerous conditions affecting both the market and the internal

More information

The Spanish Gas Industry 2014 WOC 4 IGU March 5 th Mr. Carlos Villalonga Vice-Secretary Spanish Gas Association (Sedigas)

The Spanish Gas Industry 2014 WOC 4 IGU March 5 th Mr. Carlos Villalonga Vice-Secretary Spanish Gas Association (Sedigas) The Spanish Gas Industry 2014 WOC 4 IGU March 5 th 2014 Mr. Carlos Villalonga Vice-Secretary Spanish Gas Association (Sedigas) Summary 1. Natural Gas in Spain. Figures 2013 2. Power Generation 3. Natural

More information

ENTSO-E scenarios- general overview. Daniel Huertas Hernando ENTSO-E System Planning Adviser

ENTSO-E scenarios- general overview. Daniel Huertas Hernando ENTSO-E System Planning Adviser ENTSO-E scenarios- general overview Daniel Huertas Hernando ENTSO-E System Planning Adviser SOAF TYNDP 18 June 2015 Page 2 Scenarios overall view Short term uncertainty increase Long term 1 year 5 years

More information

CAISO Generator Deliverability Assessment Methodology. On-Peak Deliverability Assessment Methodology (for Resource Adequacy Purposes)

CAISO Generator Deliverability Assessment Methodology. On-Peak Deliverability Assessment Methodology (for Resource Adequacy Purposes) Background On-Peak Deliverability Assessment Methodology (for Resource Adequacy Purposes) The CAISO s deliverability study methodology for resource adequacy purposes was discussed extensively in the CPUC

More information

Capacity and Flexibility Needs under Higher Renewables

Capacity and Flexibility Needs under Higher Renewables Capacity and Flexibility Needs under Higher Renewables Project Deliverable October 1, 2015 Arne Olson, Partner Ana Mileva, Senior Consultant Elaine Hart, Managing Consultant Defining today s planning problem

More information

NPCC 2017 Québec Balancing Authority Area Comprehensive Review of Resource Adequacy

NPCC 2017 Québec Balancing Authority Area Comprehensive Review of Resource Adequacy 2017 Québec Balancing Authority Area Comprehensive Review of Resource Adequacy NPCC 2017 Québec Balancing Authority Area Comprehensive Review of Resource Adequacy Prepared by Planification et fiabilité

More information

Wind Power Forecasting Process Development

Wind Power Forecasting Process Development Wind Power Forecasting Process Development Data Management Working Group (DMWG) Generation and Transmission Valley Forge, PA Thursday, August 20, 2009 Sanjay Patil PJM Interconnection Table of Contents

More information

Tools for Holistic Approach to Grid Integration Planning

Tools for Holistic Approach to Grid Integration Planning GREENING THE GRID Tools for Holistic Approach to Grid Integration Planning Jaquelin Cochran, Ph.D. National Renewable Energy Laboratory June 9, 2016 ENHANCING CAPACITY FOR LOW EMISSION DEVELOPMENT STRATEGIES

More information

Competitiveness and System Value of Electricity Generation Technologies The Brazilian Case LUCIANO LOSEKANN DIOGO LISBONA EDMAR DE ALMEIDA

Competitiveness and System Value of Electricity Generation Technologies The Brazilian Case LUCIANO LOSEKANN DIOGO LISBONA EDMAR DE ALMEIDA Competitiveness and System Value of Electricity Generation Technologies The Brazilian Case LUCIANO LOSEKANN DIOGO LISBONA EDMAR DE ALMEIDA Energy Planning questions How to compare different types of electricity

More information