Consideration of Different Features of Photovoltaic Power Plants for an Efficient Integration in a Smart Distribution Grid

Size: px
Start display at page:

Download "Consideration of Different Features of Photovoltaic Power Plants for an Efficient Integration in a Smart Distribution Grid"

Transcription

1 University of Wuppertal Chair of Power System Engineering Univ.-Prof. Dr.-Ing. M. Zdrallek Research Group: Consideration of Different Features of Power Plants for an Efficient Integration in a Smart Distribution Grid Smart Grids and Smart Systems Philippe Steinbusch (Research Assistant) Further 7 th Solar Integration Workshop 7 th Solar Integration Workshop 1

2 Changes in the distribution grid New challenges Increase of decentralized and renewable energy supply Volatile infeed Dependent on the power supply (sun, wind, ) Peak and zero hours in the power supply Increase of new load situations Electro mobility Heat pump New load devices / behaviour Capacity limits Utility overload Voltage boundaries EN Further 7 th Solar Integration Workshop 2

3 Predicament Smart Grid vs. Grid expansion Problem: Grid capacity bottleneck Conventional grid expansion measures Substitution Solution: Intelligent grid expansion Smart Grid Additional features Technology Options: Ancillary Services Smart Outage Management Smart Market Condition Monitoring Technical and economical benefits Further 7 th Solar Integration Workshop 3

4 Low voltage State estimation of critical situations Intelligent Grid Control Actuator selection Set point specification Network Operator PV- Gateway Ethernet-based communication infrastructure Cable distribution cabinet Control center Grid data (GIS) Topology models Capacity lights GPRS/ UMTS Data preparation (controlled) Transformer Decentralized grid monitoring Self-sustaining control of voltage and power Substation Sensor: U m, I m, P m, Q m, cos φ m (m ϵ [L1, L2, L3] : Phase) Combination of Sensor and Actuator Further 7 th Solar Integration Workshop 4

5 7 th Solar Integration Workshop 5

6 Power distribution Calculating the district power Measurement of adjacent sensors Reference PV Determination of the power distribution Linear End concentration Start concentration Probability of distribution Further 0 Sensor l 1 l 2 l 3 l 4 l 5 Sensor 7 th Solar Integration Workshop 6

7 Difference of Reference PV and considered PV Scaling factor Installed power Different infeed characteristic Inclination and orientation angle Shading situation of PV Inclination angles (with clouds) Orientation angles (without clouds) Further 7 th Solar Integration Workshop 7

8 Error by neglecting the diverge PV characteristics Reduction of the grid state identification error Inclination angle is negligible Further dependencies are present Grid state identification: without orientation angle with orientation angle Further 7 th Solar Integration Workshop 8

9 Improvement by consideration of Smart Meter Data Increasing accuracy with a band of error (no need for power distribution) 15 min average can be used also with an improvement With an increasing penetration the grid state identification gets obsolete Same effect is available by an increasing number of measurement Smart Meter Data in future available Further 7 th Solar Integration Workshop 9

10 Conclusion is with an acceptable inaccuracy possible Different power distributions increase the accuracy PV plants can be considered by a reference system Orientation angle is very important Further dependencies are negligible Inaccuracy is present Load characteristics Measurement errors Smart Meter Data can improve the accuracy Smart Meter Data helps to monitor the grid state Privacy and safety issues are a problem for the use of data Further 7 th Solar Integration Workshop 10

11 Philippe Steinbusch, M.Sc. (Research Assistant) Thank you for your Attention! Questions? University of Wuppertal Chair of Power System Engineering Rainer Gruenter-Str Wuppertal 7 th Solar Integration Workshop 11

Pathway to smart grid - Evolution steps of today's grid to become ready for the future Dr. Rolf Apel Principal Smart Grid, Siemens AG, Germany

Pathway to smart grid - Evolution steps of today's grid to become ready for the future Dr. Rolf Apel Principal Smart Grid, Siemens AG, Germany Pathway to smart grid - Evolution steps of today's grid to become ready for the future Dr. Rolf Apel Principal Smart Grid, Siemens AG, Germany Electrical energy the backbone of our society Customers ideas

More information

Smart Grid. Project Types and Technology EnerNex. All Rights Reserved.

Smart Grid. Project Types and Technology EnerNex. All Rights Reserved. Smart Grid Project Types and Technology NIST Smart Grid Model Project Types Substation automation Distribution Automation Control Center Systems Electric Vehicle Charging Infrastructure Automated Metering

More information

Smart Grid Is it beneficial to all?

Smart Grid Is it beneficial to all? Smart Grid Is it beneficial to all? Dr. M. E. Farrag BEng, MSc, PhD, MIET, MIEEE, FHEA SL, Chair of the Electrical and Electronic Programmes Board 1 Contents 2 Is it needed or just a luxury? What is Smart

More information

Intelligent Energy Systems in Buildings

Intelligent Energy Systems in Buildings Intelligent Energy Systems in Buildings Henrik Madsen Applied Mathematics and Computer Science, DTU http://www.smart-cities-centre.org http://www.henrikmadsen.org Quote by B. Obama at the Climate Summit

More information

Evaluating the Impact of PV Module Orientation on Grid Operation Eckehard Tröster Jan David Schmidt

Evaluating the Impact of PV Module Orientation on Grid Operation Eckehard Tröster Jan David Schmidt Evaluating the Impact of PV Module Orientation on Grid Operation Eckehard Tröster Jan David Schmidt Lisbon, 13th November 2012 2nd International Workshop on Integration of Solar Power into Power Systems

More information

Solar power in Germany Challenges in the integration of renewable energy sources. Darian Andreas Schaab, M.Sc Bangkok

Solar power in Germany Challenges in the integration of renewable energy sources. Darian Andreas Schaab, M.Sc Bangkok Solar power in Germany Challenges in the integration of renewable energy sources Darian Andreas Schaab, M.Sc. 17.09.2018 Bangkok Fraunhofer IPA Technology consultant and innovation driver since 1959 Operational

More information

Maximum PV-penetration in low-voltage cable networks

Maximum PV-penetration in low-voltage cable networks Maximum PV-penetration in low-voltage cable networks R. Bernards Electrical Energy Systems Group Eindhoven University of Technology Eindhoven, the Netherlands Email: r.bernards@tue.nl J. Morren Enexis

More information

Costs and Benefits of the Smart Grid. Hans de Heer 10 October 2012

Costs and Benefits of the Smart Grid. Hans de Heer 10 October 2012 Hans de Heer The DNV Group DNV Group DNV KEMA Energy & Sustainability DNV Maritime Oil & Gas DNV Business Assurance 300 offices 100 countries 10,400 employees 2 DNV KEMA Energy & Sustainability DNV KEMA

More information

Digitization of the Energy Transition - The German approach -

Digitization of the Energy Transition - The German approach - Digitization of the Energy Transition - The German approach - Topics The electricity market in flux The German approach Metrology meets IT The new part testing of data communication Conclusion 04/11/2017

More information

How much decentralization can we handle?

How much decentralization can we handle? How much decentralization can we handle? Solutions for a multi-component energy supply system Dr.-Ing. Kristina Bognar Strategy & Innovation Agenda 1 Global background 2 Challenges of decentral energy

More information

Maximizing the Utility Value of Distributed Energy Resources

Maximizing the Utility Value of Distributed Energy Resources Maximizing the Utility Value of Distributed Energy Resources www.integralanalytics.com Company Overview INTEGRAL ANALYTICS COMPANY PROFILE Software Users: 200+ Software Tools: 18 Market leader in Grid

More information

National Council on Electricity Policy Annual Meeting & Workshop Denver, CO. May 8, Jeff Bladen Executive Director Market Development

National Council on Electricity Policy Annual Meeting & Workshop Denver, CO. May 8, Jeff Bladen Executive Director Market Development National Council on Electricity Policy Annual Meeting & Workshop Denver, CO May 8, 2018 Jeff Bladen Executive Director Market Development Assessing the Challenge MISO region is undergoing rapid and substantial

More information

Medium voltage products. Technical Application Papers No. 17 Smart grids 1. Introduction

Medium voltage products. Technical Application Papers No. 17 Smart grids 1. Introduction Medium voltage products Technical Application Papers No. 17 Smart grids 1. Introduction Contents 2 1. Introduction 8 2 The different components and functions of a smart grid 8 2.1 Integration of distributed

More information

How Do We Build the Efficient, Secure, Cost Effective Power Grid of Tomorrow? The Answer: Smart Grid. Bernard Norton Manager Energy Automation

How Do We Build the Efficient, Secure, Cost Effective Power Grid of Tomorrow? The Answer: Smart Grid. Bernard Norton Manager Energy Automation How Do We Build the Efficient, Secure, Cost Effective Power Grid of Tomorrow? The Answer: Smart Grid Bernard Norton Manager Energy Automation Transpower 2040 Conference Christchurch, 18 th June 2009 Ideas

More information

Safe Integration of Renewables at Transmission and Distribution Level. Alexander Krauss - Digital Grid Software and Solutions

Safe Integration of Renewables at Transmission and Distribution Level. Alexander Krauss - Digital Grid Software and Solutions Safe Integration of Renewables at Transmission and Distribution Level Alexander Krauss - Digital Grid Software and Solutions siemens.com/digitalgrid Overview Table of content The Masterplan - One Platform

More information

The Smart Grid - Constant Energy in a World of Constant Change. Smart Grids and Energy Storage - MicroGrids. Unrestricted

The Smart Grid - Constant Energy in a World of Constant Change. Smart Grids and Energy Storage - MicroGrids. Unrestricted The Smart Grid - Constant Energy in a World of Constant Change Smart Grids and Energy Storage - MicroGrids Answers for infrastructure and cities. Unrestricted 1 What is a MicroGrid? A group of interconnected

More information

PV + Storage for Load-Shifting in the Cook Islands

PV + Storage for Load-Shifting in the Cook Islands 1 Jason Bylsma Prof. Fthenakis - EAEE E4190 Photovoltaic Systems Engineering December 8, 2014 PV + Storage for Load-Shifting in the Cook Islands Source: http://spasifikmag.com/ 2 Executive Summary It has

More information

Development and Operation of Virtual Power Plant System

Development and Operation of Virtual Power Plant System 1 Development and Operation of Virtual Power Plant K. El Bakari, Member, IEEE, and W. L. Kling, Member, IEEE Abstract Nowadays a virtual power plant (VPP) represents an aggregation of distributed energy

More information

Securing European Energy Supplies: Making the Right Choices

Securing European Energy Supplies: Making the Right Choices Security Securing European Energy Supplies: Making the Right Choices E CEPS 29.09.09 Jean-Paul Peers Energy and Climate Policy cs i m no o c Cl im ate Increasing power consumption even with slow global

More information

Power Systems Fundamentals

Power Systems Fundamentals Power Systems Fundamentals This seminar will be valuable to participants in the power industry who need a fundamental understanding of the power system, and how system operation can impact power market

More information

Cost-effective OPEX-models for energy storage as game changer for improving operation and resilience of electricity

Cost-effective OPEX-models for energy storage as game changer for improving operation and resilience of electricity Cost-effective OPEX-models for energy storage as game changer for improving operation and resilience of electricity by Nicolas Boruchowicz, Daniel Günther and Lars Stephan, and EE Publishers How to Future-Proof

More information

Transformation of energy systems for high shares of vre

Transformation of energy systems for high shares of vre Transformation of energy systems for high shares of vre Deep Dive Workshop Variable Renewable Energy (vre) Grid Integration: Issues, Enabling Policies, and Finance Measures Christoph Menke (Prof. Dr.-Ing)

More information

GRID INTEGRATION OF PV

GRID INTEGRATION OF PV GRID INTEGRATION OF PV Dr.-Ing. Bernhard Wille-Haussmann Fraunhofer Institute for Solar Energy Systems ISE 6th PV Performance Modeling and Monitoring Workshop 24 th October 2016 AGENDA The Challenge Solutions

More information

Grid Modernization Initiatives at ComEd

Grid Modernization Initiatives at ComEd Grid Modernization Initiatives at ComEd i-pcgrid Workshop 2017 Michelle Blaise SVP, Technical Services ComEd ComEd, An Exelon Company Our Customers: 3.85 million customers in northern Illinois, including

More information

Control of Future Smart Grids Using Big Data Analytics. Henrik Madsen Professor, Head of Center Technical University of Denmark

Control of Future Smart Grids Using Big Data Analytics. Henrik Madsen Professor, Head of Center Technical University of Denmark Control of Future Smart Grids Using Big Data Analytics Henrik Madsen Professor, Head of Center Technical University of Denmark INDEX 1. Wind and solar Power integration the challenges 2. Smart-Energy Operating-System

More information

Smart Energy Management in Smart City- Taiwan Experiences. Tatung Co. Smart Solution BU Marketing and Overseas Sales

Smart Energy Management in Smart City- Taiwan Experiences. Tatung Co. Smart Solution BU Marketing and Overseas Sales Smart Energy anagement in Smart City- Taiwan Experiences Tatung Co. Smart Solution BU arketing and Overseas Sales 1 Company Profile Established 1918 Fundamental Value Integrity, Honesty, Industry, and

More information

Energy Efficiency A Major Challenge for Future City Infrastructure. Dr. Fritz Rettberg Sydney

Energy Efficiency A Major Challenge for Future City Infrastructure. Dr. Fritz Rettberg Sydney Energy Efficiency A Major Challenge for Future City Infrastructure Dr. Fritz Rettberg 2017-09-25 Sydney Agenda Introduction Challenges in the urban power system Potentials for Energy Efficiency in the

More information

European Forum for Science and Industry Energy Transition from a European Perspective

European Forum for Science and Industry Energy Transition from a European Perspective Prof. Dr.-Ing. Peter Birkner, CTO, Mainova AG, Frankfurt am Main and Chairman DSO Committee, Eurelectric, Brussels European Forum for Science and Industry Energy Transition from a European Perspective

More information

Smart Energy Management in Smart City- Taiwan Experiences. Astley Lu (Yung-Ren Lu) Tatung Co. Smart Solution BU Marketing and Sales Senior Manager

Smart Energy Management in Smart City- Taiwan Experiences. Astley Lu (Yung-Ren Lu) Tatung Co. Smart Solution BU Marketing and Sales Senior Manager Smart Energy anagement in Smart City- Taiwan Experiences Astley Lu (Yung-Ren Lu) Tatung Co. Smart Solution BU arketing and Sales Senior anager Company Profile Established 1918 Capital US$1.5 billion Revenue

More information

Smart Grid: A New Paradigm for Power Delivery

Smart Grid: A New Paradigm for Power Delivery Smart Grid: A New Paradigm for Power Delivery Mohammad Shahidehpour Bodine Distinguished Professor Illinois Institute of Technology IEEE Bucharest PowerTech Conference June 2009 1 Topics Elements of Smart

More information

Partnering for reliable distribution

Partnering for reliable distribution Published by and copyright 013: Siemens AG Infrastructure & Cities Sector Smart Grid Division Humboldtstr. 59 90459 Nuremberg, Germany Further information is available from our Customer Support Center

More information

Future-proof power supply for industry. Ralf Christian CEO Energy Management Division

Future-proof power supply for industry. Ralf Christian CEO Energy Management Division Future-proof power supply for industry Ralf Christian CEO Energy Management Division Energy systems need to become smarter and more flexible time for industrial enterprises to get active Biomass Cogeneration

More information

Integrating Renewables and Distributed Energy Resources into California s Electricity Markets

Integrating Renewables and Distributed Energy Resources into California s Electricity Markets Integrating Renewables and Distributed Energy Resources into California s Electricity Markets Lorenzo Kristov, Ph.D. Principal, Market & Infrastructure Policy Center for Clean Air Policy Energy Sector

More information

- Constant Energy in a World of Constant Change. mart Grids and Energy Storage - MicroGrids

- Constant Energy in a World of Constant Change. mart Grids and Energy Storage - MicroGrids - Constant Energy in a World of Constant Change mart Grids and Energy Storage - MicroGrids Answers for infrastructure and ci MicroGrid? A group of interconnected loads and distributed energy resources

More information

Master Thesis Jonathan Wood and Stefan Funk EnergyLab

Master Thesis Jonathan Wood and Stefan Funk EnergyLab CAN DEMAND RESPONSE HELP REDUCE FUTURE DISTRIBUTION GRID INVESTMENTS? K AN ECONOMIC STUDY OF PEAK SHAVING IN THE NORWEGIAN DISTRIBUTION GRID: SEMIAH PILOT IN ENGENE, SØRLANDET Master Thesis Jonathan Wood

More information

Key Challenges for Sustainable Electricity John Chadjivassiliadis Chairman of IENE

Key Challenges for Sustainable Electricity John Chadjivassiliadis Chairman of IENE Key Challenges for Sustainable Electricity John Chadjivassiliadis Chairman of IENE 1 Challenges to Transform Energy Supply and End Use Drivers: policy and technology together Addressing environmental impacts,

More information

Smart Grid: A New Paradigm for Power Delivery

Smart Grid: A New Paradigm for Power Delivery Smart Grid: A New Paradigm for Power Delivery Mohammad Shahidehpour Bodine Distinguished Professor Illinois Institute of Technology IEEE Bucharest PowerTech Conference June 2009 1 Topics Elements of Smart

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

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

Solar systems heading to smart grids technologies

Solar systems heading to smart grids technologies Solar systems heading to smart grids technologies 1st Workshop SOLAR ENERGY Fernando P. Marafão UNESP Univ. Estadual Paulista, Campus of Sorocaba São Paulo, Brazil, 13 November 2017. 1 Students: 51,000

More information

Smart Cities & Sustainable Islands: Challenges

Smart Cities & Sustainable Islands: Challenges Smart Cities & Sustainable Islands: Challenges Smart Cities & Sustainable Islands: Challenges Strategic Infrastructure Planning for Smart Cities Derek Drummond ScottishPower Smart Energy Solutions Colin

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

1 Workshop on Power System Testing

1 Workshop on Power System Testing 1 Workshop on Power System Testing DERlab/ SIRFN, 19 March 2015, 9:00 12:00 Moderators: Peter Vaessen (DNV GL), Wolfram Heckmann (Fraunhofer IWES) 1.1 Motivation Our society has become highly dependent

More information

ZERO-ENERGY/EMISSION-BUILDINGS - TERMS, DEFINITIONS AND BUILDING PRACTICE

ZERO-ENERGY/EMISSION-BUILDINGS - TERMS, DEFINITIONS AND BUILDING PRACTICE ZERO-ENERGY/EMISSION-BUILDINGS - TERMS, DEFINITIONS AND BUILDING PRACTICE Karsten Voss Miriam Kramp Abstract Energy use in buildings worldwide accounts for a significant part of the primary energy use

More information

Smart Cities & Sustainable Islands: Challenges. George Kirk Cities Director Scottish Power Energy Networks

Smart Cities & Sustainable Islands: Challenges. George Kirk Cities Director Scottish Power Energy Networks Smart Cities & Sustainable Islands: Challenges George Kirk Cities Director Scottish Power Energy Networks Smart Cities & Sustainable Islands: Challenges Strategic Infrastructure Planning for Smart Cities

More information

Distributed energy resource management - the way forward

Distributed energy resource management - the way forward Distributed energy resource management - the way forward by Stuart Michie, ABB South Africa As the number of intermittent renewable and distributed energy resources (DERs) integrated onto the grid increases,

More information

Nearly-zero, Net zero and Plus Energy Buildings How definitions & regulations affect the solutions

Nearly-zero, Net zero and Plus Energy Buildings How definitions & regulations affect the solutions Nearly-zero, Net zero and Plus Energy Buildings How definitions & regulations affect the solutions The topic of Zero Energy Buildings (ZEBs) has received increasing attention in recent years, up to inclusion

More information

A New Type of Hybrid Groundwater Energy System

A New Type of Hybrid Groundwater Energy System This case-history is about: A New Type of Hybrid Groundwater Energy System by Todd Giddings, Ph.D., P.G. My 10,000 square foot office building Located in State College, PA (5,600 hdd s) Constructed in

More information

New possibilities for reducing the cost of pumped storage backup for intermittent wind and solar power

New possibilities for reducing the cost of pumped storage backup for intermittent wind and solar power New possibilities for reducing the cost of pumped storage backup for intermittent wind and solar power by Prof. Dawid E. Serfontein, School of Mechanical and Nuclear Engineering, North-West University

More information

Towards zero-energy districts opportunities for characterization in modeling and optimization

Towards zero-energy districts opportunities for characterization in modeling and optimization Towards zero-energy districts opportunities for characterization in modeling and optimization A. Andriamamonyi, R. Baetens, E. Lambie, C. Protopapadaki, V. Reinbold, G. Reynders, M. Senave, D. Saelens

More information

Research into sustainable energy and intelligent energy systems. Empowered by: KU Leuven, VITO, imec & UHasselt

Research into sustainable energy and intelligent energy systems. Empowered by: KU Leuven, VITO, imec & UHasselt Research into sustainable energy and intelligent energy systems Empowered by: KU Leuven, VITO, imec & UHasselt EnergyVille Empowered by: KU Leuven, VITO, imec & UHasselt EnergyVille is a collaboration

More information

The big picture The impact of integrating STE/CSP in energy systems

The big picture The impact of integrating STE/CSP in energy systems P R O T E R M O S L A R WB MENA CSP Knowledge and Innovation Program Dubai, 26 February 2018 The big picture The impact of integrating STE/CSP in energy systems Dr. Luis Crespo President of ESTELA President

More information

Introduction to GRID4EU Large-Scale Demonstration of Advanced Smart Grid Solutions in Europe

Introduction to GRID4EU Large-Scale Demonstration of Advanced Smart Grid Solutions in Europe Introduction to GRID4EU Large-Scale Demonstration of Advanced Smart Grid Solutions in Europe Yokohama, March 8 th, 2016 Rémy GARAUDE VERDIER GRID4EU Coordinator ERDF Global agenda GRID4EU presentation

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

Micro-Grid Technology To improve Distribution Reliability and accessibility. Dhananjay Ketkar. Sudesh Kr. Nehru. November 2012

Micro-Grid Technology To improve Distribution Reliability and accessibility. Dhananjay Ketkar. Sudesh Kr. Nehru. November 2012 Micro-Grid Technology To improve Distribution Reliability and accessibility Dhananjay Ketkar November 2012 Sudesh Kr. Nehru Agenda What is Micro Grid What a Micro Grid IS Micro Grid : Components Micr0

More information

Scoping Workshop, Malmö 2015 Managing power, heat and comfort in Smart Buildings

Scoping Workshop, Malmö 2015 Managing power, heat and comfort in Smart Buildings Scoping Workshop, Malmö 2015 Managing power, heat and comfort in Smart Buildings Prof. Sahin Albayrak, Marcus Voß, DAI-Labor at TU Berlin THE DAI-LABOR AN APPLIED ICT RESEARCH INSTITUTE AT THE TECHNICAL

More information

Sensitivity of Low-Voltage Grid Impact Indicators to Modeling Assumptions and Boundary Conditions in Residential District Energy Modeling

Sensitivity of Low-Voltage Grid Impact Indicators to Modeling Assumptions and Boundary Conditions in Residential District Energy Modeling Sensitivity of Low-Voltage Grid Impact Indicators to Modeling Assumptions and Boundary Conditions in Residential District Energy Modeling Christina Protopapadaki 1,, Dirk Saelens 1, 1 KU Leuven, Civil

More information

FLEXIBILITY OPTIONS FOR MEDIUM VOLTAGE GRID PLANNING

FLEXIBILITY OPTIONS FOR MEDIUM VOLTAGE GRID PLANNING FLEXIBILITY OPTIONS FOR MEDIUM VOLTAGE GRID PLANNING Tobias KORNRUMPF Markus ZDRALLEK Marvin ROCH University of Wuppertal Germany University of Wuppertal Germany Stadtwerke Radevormwald Germany kornrumpf@uni-wuppertal.de

More information

Methods for using online and spatial data for energy systems

Methods for using online and spatial data for energy systems Methods for using online and spatial data for energy systems JRC Workshop: Methodologies for energy performance assessment based on location data, Ispra, September 2016 Henrik Madsen, www.henrikmadsen.org

More information

Siemens Hybrid Power Solutions. Cost and emission reduction by integrating renewables into diesel plants

Siemens Hybrid Power Solutions. Cost and emission reduction by integrating renewables into diesel plants Siemens Hybrid Power Solutions Cost and emission reduction by integrating renewables into diesel plants Instrumentation, Controls & Electrical Combining fossil and renewable power generation offers significant

More information

DISTRIBUTED ENERGY RESOURCES

DISTRIBUTED ENERGY RESOURCES DISTRIBUTED ENERGY RESOURCES William F Tyndall November 2016 Dialogue. Insight. Solutions. GLOBAL ENERGY CHALLENGES 1.1 billion live without access to electricity 1 billion people live without reliable

More information

100% Renewable Energy Realistic or Ridiculous?

100% Renewable Energy Realistic or Ridiculous? Wikipedia.com Wikipedia.com 100% Renewable Energy Realistic or Ridiculous? Richard Corkish (r.corkish@unsw.edu.au) Head of School & Manager, Australian Centre for Advanced Photovoltaics Energywisegroup.com.au

More information

European Utility Week. November 6 8, 2018 Vienna, Austria

European Utility Week. November 6 8, 2018 Vienna, Austria European Utility Week November 6 8, 2018 Vienna, Austria Agile strategies for optimized grid operation in a consumer-centric energy world Agility is the ability to adjust rapidly to changing market conditions,

More information

Pumped storage power plants for irregular solar and wind power? Aurelio Fetz, Market Regulation. Energy Platform Workshop, 13 February 2014

Pumped storage power plants for irregular solar and wind power? Aurelio Fetz, Market Regulation. Energy Platform Workshop, 13 February 2014 Pumped storage power plants for irregular solar and wind power? Aurelio Fetz, Market Regulation Energy Platform Workshop, 13 February 2014 Storage is of growing importance for the future energy system

More information

Big Data in Urban Power Distribution and Consumption Systems. Dr. Dongxia ZHANG 2016 IERE CLP-RI Hong Kong Workshop November 2016

Big Data in Urban Power Distribution and Consumption Systems. Dr. Dongxia ZHANG 2016 IERE CLP-RI Hong Kong Workshop November 2016 Big Data in Urban Power Distribution and Consumption Systems Dr. Dongxia ZHANG 2016 IERE CLP-RI Hong Kong Workshop 21-24 November 2016 Agenda Ⅰ Ⅱ Data Perspective on Utility Big Overview of CEPRI s Research

More information

Briefing on using renewables to integrate renewables

Briefing on using renewables to integrate renewables Briefing on using renewables to integrate renewables Clyde Loutan, Sr. Advisor, Renewable Energy Integration Board of Governors Meeting General Session December 14-15, 2016 Can variable energy resources

More information

Demand response. White paper

Demand response. White paper Demand response White paper 1. Intelligent, integrated energy systems for smart cities In 2007, the number of people living in conurbations around the world surpassed that of those living in rural areas.

More information

Getting Smart Answers! Kevin W. Chiu. Siemens AG

Getting Smart Answers! Kevin W. Chiu. Siemens AG Getting Smart Answers! Siemens AG Getting Smart Answers Answers to What Questions? Page 2 Distribution of Population Source: Census from various countries Page 3 Projected Population Growth Source: UN

More information

Smart grids: flexibility from new sources needed to make renewable power work

Smart grids: flexibility from new sources needed to make renewable power work Smart grids: flexibility from new sources needed to make renewable power work A policy brief from the Policy Learning Platform on low-carbon economy July 2017 Introduction Renewable energy is key in the

More information

Table of Contents. Lucas Nülle GmbH Page 1/8

Table of Contents. Lucas Nülle GmbH Page 1/8 Table of Contents Table of Contents Electrical Power Engineering, Smart Grid Trainers Renewable Energies EPH 3 Professional Photovoltaics Trainer (PV) EPH 3.4 Investigation of battery storage units in

More information

Automating LV Distribution networks using sensor technologies

Automating LV Distribution networks using sensor technologies Automating LV Distribution networks using sensor technologies Jayant Sinha Lead Consultant (Smart Networks) Enzen Global Ltd, UK 1 Managing the last mile Growing pressure on DNOs to improve LV network

More information

Transactive Energy Challenge Kickoff Workshop: Tata Consultancy Services Ltd. (TCS)

Transactive Energy Challenge Kickoff Workshop: Tata Consultancy Services Ltd. (TCS) Transactive Energy Challenge Kickoff Workshop: Tata Consultancy Services Ltd. (TCS) Area of Interest: Functionality / Capabilities: Proposed Scenario: Impacts/Why: Partners Needed: Integrated What-if Analyzer

More information

Towards an intermittency-friendly energy system

Towards an intermittency-friendly energy system Towards an intermittency-friendly energy system Morten Boje Blarke M.Sc. Eng. Ph.D. Sustainable Energy Planning Assist. Prof. Department of Development and Planning Aalborg University DKK/MWh MWh Wind-friendly

More information

Project ENDORSE Energy Downstream Service Providing energy components for GMES Grant Agreement no

Project ENDORSE Energy Downstream Service Providing energy components for GMES Grant Agreement no Project ENDORSE Energy Downstream Service Providing energy components for GMES Grant Agreement no 262892 D407.1: Report on the Product E1 Load Balancing Type of document: Product Report Version Number

More information

CIGRE STRATEGY Prelude to next Century

CIGRE STRATEGY Prelude to next Century CIGRE STRATEGY 2017-2022 Prelude to next Century Rob Stephen President of CIGRE CIGRE MISSION AND VISION To be the world s foremost collaborative technical reference organization for all aspects of electric

More information

Table of contents. 1 Introduction System impacts of VRE deployment Technical flexibility assessment of case study regions...

Table of contents. 1 Introduction System impacts of VRE deployment Technical flexibility assessment of case study regions... Table of contents Foreword................................................................................. 3 Acknowledgements...5 Executive summary...13 1 Introduction...21 Background...21 Context...21

More information

The German Sustainable Building Certification System DGNB Best Practice Examples from Thailand. Dr.-Ing. Robert Himmler Bangkok, Thailand

The German Sustainable Building Certification System DGNB Best Practice Examples from Thailand. Dr.-Ing. Robert Himmler Bangkok, Thailand The German Sustainable Building Certification System DGNB Best Practice Examples from Thailand Dr.-Ing. Robert Himmler 25.09.2017 Bangkok, Thailand Sustainable buildings and neighborhoods Theory and Practice!

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

Integration of Residential Distributed Generators and Heat Pumps into the Low Voltage Grid from a Voltage Level Perspective

Integration of Residential Distributed Generators and Heat Pumps into the Low Voltage Grid from a Voltage Level Perspective Integration of Residential Distributed Generators and Heat Pumps into the Low Voltage Grid from a Voltage Level Perspective Von der Fakultät für Elektrotechnik und Informationstechnik der Technischen Universität

More information

Green+ ELECTRICITY AUTHORITY OF CYPRUS. NER 300 European Program 2 nd call of proposals Zero Energy Mountains of Cyprus. Green

Green+ ELECTRICITY AUTHORITY OF CYPRUS. NER 300 European Program 2 nd call of proposals Zero Energy Mountains of Cyprus. Green ELECTRICITY AUTHORITY OF CYPRUS NER 300 European Program 2 nd call of proposals Zero Energy Mountains of Cyprus Green 1 About NER300 program About Green Project: Outline Green Project - General Overview

More information

Prerequisites and the Level of the Course 1

Prerequisites and the Level of the Course 1 CRN# 14367 CPET 58100-02 SmartGrid and Energy Management (Variable Title Workshop in CPET) A Specialty Course for Purdue University s M.S. in Technology: Information Technology/Advanced Computer Apps Track,

More information

COMPANY PROFILE. Energy Srl Piazza Manifattura, Rovereto TN Italy

COMPANY PROFILE. Energy Srl Piazza Manifattura, Rovereto TN Italy COMPANY PROFILE Energy Srl Piazza Manifattura, 1 38068 -Rovereto TN Italy Energy Srl is an Italian company founded in 2013 with the vision of providing sustainable solutions to achieve 100% renewable energy.

More information

RES forecasting from a TSO perspective

RES forecasting from a TSO perspective Dr. Alejandro J. Gesino Market Design Renewable Energy TenneT TSO EWEA Technology Workshop: Wind Power Forecasting Rotterdam, The Netherlands. December 4 th 2013 Agenda 1. Role of the German TSOs. 2. TenneT

More information

CAISO s Plan for Integration of Renewable Resources

CAISO s Plan for Integration of Renewable Resources CAISO s Plan for Integration of Renewable Resources July 21, 2008 CEC 33% Renewables Workshop Presented by David Hawkins Program Tracks 2008-9 CAISO Work Plan Track 1 - Develop Operational Tools Wind and

More information

Data requirements in Smart Grids

Data requirements in Smart Grids Data requirements in Smart Grids Christoph Groiß / Salzburg Netz GmbH 2 Agenda Challenges Power System Challenges Distribution Grid Operator Research Activities in the field of Smart Grids Results 3 Electricity

More information

Project RESPONSE on Improved Modelling of Electric Loads for Enabling Demand Response by Applying Physical and Data-Driven Models

Project RESPONSE on Improved Modelling of Electric Loads for Enabling Demand Response by Applying Physical and Data-Driven Models Project RESPONSE on Improved Modelling of Electric Loads for Enabling Demand Response by Applying Physical and Data-Driven Models ETIP SNET Northern Region Workshop 7-8 December 2017 Riga. 1 The consortium

More information

Techno-economic Analysis of Reactive Power Provision in Decentralizing Energy Systems. Fabian Hinz.

Techno-economic Analysis of Reactive Power Provision in Decentralizing Energy Systems. Fabian Hinz. Faculty of Business and Economics, Chair of Energy Economics, Prof. Dr. Möst Techno-economic Analysis of Reactive Power Provision in Decentralizing Energy Systems www.ee2.biz Fabian Hinz 40th IAEE International

More information

Machine-to-Machine Applications for Smart Cities An affordable buildingcentric approach to boost smartgrid acceptance in 2013's smart cities... 18 r. Soleillet 75020 Paris? Tel : +33 1 43 15 69 85? Email

More information

Opportunities to Accelerate Smart Grid Deployment through Innovative Market Design

Opportunities to Accelerate Smart Grid Deployment through Innovative Market Design 2018-05-28 Opportunities to Accelerate Smart Grid Deployment through Innovative Market Design A discussion document prepared for the workshop and high-level panel discussion, Intelligent market design

More information

How Solar PV Can Contribute to Africa s Energy Transition

How Solar PV Can Contribute to Africa s Energy Transition How Solar PV Can Contribute to Africa s Energy Transition Andrea Orzan Director of Business Development for Africa How Solar PV Can Contribute to Africa s Energy Transition Agenda Introduction to SunEdison

More information

Design and Analysis. Fundamentals of 4HEEE SMART GRID WILEY. James Momoh IEEE PRESS A JOHN WILEY & SONS, INC., PUBLICATION

Design and Analysis. Fundamentals of 4HEEE SMART GRID WILEY. James Momoh IEEE PRESS A JOHN WILEY & SONS, INC., PUBLICATION SMART GRID Fundamentals of Design and Analysis James Momoh PRESS ^^^^^^^^ 0N POWER ENGINEERING Mohamed E. El-Hawary, Series Editor 4HEEE IEEE PRESS WILEY A JOHN WILEY & SONS, INC., PUBLICATION CONTENTS

More information

SMART GRID SCENARIO. Marina Egea,

SMART GRID SCENARIO. Marina Egea, SMART GRID SCENARIO Marina Egea, What is Smart Grid is an electricity network that can integrate in a costefficient manner the behaviour and actions of all users connected to it - generators, consumers

More information

High Penetration of PV Systems in Electricity Grids

High Penetration of PV Systems in Electricity Grids High Penetration of PV Systems in Electricity Grids Impact of decentralized generation in distribution network in Denmark. (status and projects) 1. December 2010 Golden, Colorado Kenn H. B. Frederiksen,

More information

Innovation & Grid Modernization at ComEd. Laura García García Grid Strategy & Analytics Commonwealth Edison

Innovation & Grid Modernization at ComEd. Laura García García Grid Strategy & Analytics Commonwealth Edison Innovation & Grid Modernization at ComEd Laura García García Grid Strategy & Analytics Commonwealth Edison ComEd, An Exelon Company 2 Our Customers: 4 million electric customers in northern Illinois, including

More information

Electricity. Renewables R&D Program Update. The Challenge. ... while navigating competing constraints. Provide society with.

Electricity. Renewables R&D Program Update. The Challenge. ... while navigating competing constraints. Provide society with. Renewables R&D Program Update Bryan J. Hannegan, Ph.D. Vice President, Environment & Renewables Renewable Energy Council April 4, 2011 The Challenge Provide society with... while navigating competing constraints

More information

Microgrids are about energy supply and demand management at any scale

Microgrids are about energy supply and demand management at any scale Co-optimizing Energy and Process in the Microgrid Microgrids are about energy supply and demand management at any scale Scott Higgins Schneider Electric Microgrid Competency Center Utility Distributed

More information

A Scalable Approach to Smart Grid Technology or A Smarter Smart Grid

A Scalable Approach to Smart Grid Technology or A Smarter Smart Grid A Scalable Approach to Smart Grid Technology or A Smarter Smart Grid Paul Hines (also Josh Bongard, Melody Brown Burkins) College of Engineering and Mathematical Sciences University of Vermont Commissioner,

More information

(D2-01_28) ROLE OF ICT in Power System

(D2-01_28) ROLE OF ICT in Power System CONSEIL INTERNATIONAL DES GRANDS RESEAUX ELECTRIQUES INTERNATIONAL COUNCIL ON LARGE ELECTRIC SYSTEMS http:d2cigre.org STUDY COMMITTEE D2 INFORMATION SYSTEMS AND TELECOMMUNICATION 2013 Colloquium November

More information

Active Distribution Networks

Active Distribution Networks Active Distribution Networks Nikos Hatziargyriou nh@power.ece.ntua.gr NTUA, Greece Distributed Generation Technologies Examples Advanced Turbines Reciprocating Engines Fuel Cells Photovoltaics Wind Thermally

More information

One System for Grid Operations Management

One System for Grid Operations Management One System for Grid Operations Management Spectrum Power ADMS Siemens AG 2014 All Right Reserved. usa.siemens.com/smartgrid Evolving grid challenges Increasing grid complexity including integration of

More information