A Ph.D. Research Program: Wind energy science engineering and policy (WESEP)

Size: px
Start display at page:

Download "A Ph.D. Research Program: Wind energy science engineering and policy (WESEP)"

Transcription

1 A Ph.D. Research Program: Wind energy science engineering and policy (WESEP) James McCalley Harpole Professor of Electrical and Computer Engineering Iowa State University

2 WESEP Program Description PhD degree in WESEP 5 WESEP courses+core+dissertation Most students supported by NSF $3.1M, Student gets ~2 year stipend+tuition Cost-sharing for industry!

3 Students Nick (EE/Econ) Michael (STAT) Austin (CE) Armando (EE) Matt (AeroE) Austin (ME) David (Met) Helena (EE) Morteza (AeroE) Patrick (EE) Aaron (AeroE) Heather (ESM) Mat (CprE) Huiyi (IMSE) Benjamin (Stat) Arne (STAT) Bin (CE) Babar (EE) Robert (CE) Patrick (Stat)

4 Wind Energy and Grid Integration Research at Iowa State University James McCalley Harpole Professor of Electrical and Computer Engineering Iowa State University

5 Electric Power & Energy Systems Group Venkat Ajjarapu Electrical & Computer Engineering Ian Dobson Electrical & Computer Engineering James McCalley Electrical & Computer Engineering Siddhartha Khaitan Electrical & Computer Engineering Anne Kimber Director Electric Power Research Center Zhaoyu Wang Electrical & Computer Engineering Nick David Lab Manager, Wind Energy Sys Lizhi Wang Industrial Engineering Leigh Tesfatsion Economics

6 Electric Power Research Center Began 1963 Alliant Energy Anne Kimber, Director ITC Midwest Central Iowa Power Coop City of Ames City of Cedar Falls Corn Belt Power Coop MidAmerican Energy MISO RTE-France XM-Colombia Funded wind-related projects, short-courses over past 10 years Interdisciplinary research teams from any university discipline: EE, Econ, IE, Materials Science, Atmsphrc Science, Sociology

7 Grid-Integration Research: Operations & Markets Title Sponsor Dates Faculty Assessing Storage and Alternatives for Ancillary Service Provision under High Penetration of Variable Generation CPS1-based real-time estimation of regulation reserve requirements DOE 5/12-5/13 McCalley EPRC/ DOE 5/12-12/15 McCalley Stochastic SCUC with inertial, primary and secondary frequency constraints and flexible ramping product Demand-side residential load for handling grid variability Improved Power System Operations using Advanced Stochastic Optimization EPRC/ DOE 5/12-12/15 NSF 8/2014-8/2016 ARPA-E 2/2012-1/2015 McCalley Ajjarapu Ryan, Tesfatsion, Aliprantis

8 Grid-Integration Research: Expansion Planning Title Sponsor Dates Faculty Co-optimization of transmission and other supply resources Transmission planning under uncertainty Transmission planning under uncertainty Leveraging a Geogrphc Informtion Sys in Hi Wind Penetration Trans Design NARUC/ Enrgy Exmplr Bonneville Power Admn 1/13-3/14 McCalley 10/14-10/17 McCalley PSERC 8/13-8/15 L. Wang EPRC 8/14-8/16 Harding, McCalley Wind farm to backbone transmission EPRC 8/11-8/13 McCalley Design of hi-cap interregional trnsmssn PSERC/DOE 1/11-1/14 McCalley Power system extreme event defense using HVDC and renewables Southern California Ed 10/14-9/16 McCalley, Ajjarapu, Dobson,Khaitan

9 Grid-Integration Research: Electric Machines Title Sponsor Dates Faculty Improved design of permanent magnet generators for large-scale wind turbines Doubly-fed induction generator in the rotor-tied configuration NSF 5/12-5/13 Jiles NSF 8/12-8/14 N. David

10 Wind Energy and Grid-Integration Research NW MT MISO7 NE-MA CAI-N CAI-CV NN SF CAI-ZP SN SCE LADWP IID SDGE ID AZ UT WY CW NM CE DK SPP4 SPP2 SPP1 MISO6 MISO3 AE ET MISO8 MISO5 FE PJM3 MISO2 PJM1 CI MISO1 KY TVA SERC NE-W NY-CDE NE-E NY-AB NY-F PJM8 PJM6 NY-GHI NE-SWCT NY-J NY-K PJM2 PJM5 PJM7 PJM4 CAS 100 ERC-W ERC-N SPP3 Operations & Markets: power balance & reserves 0 ERC-H ERC-S Interregional transmission design FL Electric machine design Local transmission design

11 Speakers Clyde Loutan, Sr. Advisor, Renewable Energy Integration, California ISO, Folsom, California;; Dale Osborn, Consulting Advisor, Policy and Economic Studies, MISO, St. Paul, Minnesota;; Jim Swanson, Principal Engineer, MidAmerican Energy Co., Davenport, Iowa.

Eastern Wind Integration and

Eastern Wind Integration and Eastern Wind Integration and Transmission Study Overview NCSL Transmission Policy Institute Denver, CO June 17-18, 2010 Dave Corbus National Renewable Energy Laboratory NREL is a national laboratory of

More information

Transmission & Integration

Transmission & Integration Wind Power and Transmission 101 Workshop July 30, 2008 Dearborn, MI Transmission & Integration Mike Bull Regional Policy Manager Wind on the Wires Background on Wind on the Wires Organized in 2001 to overcome

More information

A Framework for Transmission Planning Under Uncertainty

A Framework for Transmission Planning Under Uncertainty A Framework for Transmission Planning Under Uncertainty Final Project Report Power Systems Engineering Research Center Empowering Minds to Engineer the Future Electric Energy System A Framework for Transmission

More information

Integrated Energy/Transportation Continent-wide Infrastructure Design

Integrated Energy/Transportation Continent-wide Infrastructure Design Integrated Energy/Transportation Continent-wide Infrastructure Design James McCalley Harpole Professor of Electrical & Computer Engineering Iowa State University WESEP 594 September 11, 2014 1 Preliminaries

More information

Transmission design and optimization at the national level

Transmission design and optimization at the national level Graduate Theses and Dissertations Iowa State University Capstones, Theses and Dissertations 2014 Transmission design and optimization at the national level Yifan Li Iowa State University Follow this and

More information

Integrated Retail and Wholesale (IRW) Power System Operations with Smart-Grid Functionality

Integrated Retail and Wholesale (IRW) Power System Operations with Smart-Grid Functionality 1 Integrated Retail and Wholesale (IRW) Power System Operations with Smart-Grid Functionality Leigh Tesfatsion and Dionysios Aliprantis Last Updated: 21 March 2012 2 Presentation Outline Overview of the

More information

U.S. Wind Industry Fourth Quarter 2014 U.S. Wind Industry First Quarter 2016 Market Report Market Report

U.S. Wind Industry Fourth Quarter 2014 U.S. Wind Industry First Quarter 2016 Market Report Market Report American Wind Energy Association American Wind Energy Association U.S. Wind Industry Fourth Quarter 2014 U.S. Wind Industry First Quarter 2016 Market Report Market Report A product of AWEA Data Services

More information

Wind Integration and Grid Reliability Impacts

Wind Integration and Grid Reliability Impacts Wind Integration and Grid Reliability Impacts Charlton I. Clark Technology Manager, Renewable Systems Interconnection Wind and Water Power Program Office of Energy Efficiency and Renewable Energy U. S.

More information

A Critical National Infrastructure Slide Deck #2

A Critical National Infrastructure Slide Deck #2 Energy Systems A Critical National Infrastructure Slide Deck #2 James D. McCalley Professor of Electrical and Computer Engineering Iowa State University Ames, IA 1 The Future of Energy Shale gas growth

More information

Constraint Relaxations: Analyzing the Impacts on System Reliability, Dynamics, and Markets

Constraint Relaxations: Analyzing the Impacts on System Reliability, Dynamics, and Markets Constraint Relaxations: Analyzing the Impacts on System Reliability, Dynamics, and Markets Final Project Report Power Systems Engineering Research Center Empowering Minds to Engineer the Future Electric

More information

Eastern Interconnection Wind Integration & Transmission Study

Eastern Interconnection Wind Integration & Transmission Study Eastern Interconnection Wind Integration & Transmission Study Project Overview Prepared by: Robert Zavadil Enernex Presented by: Charlie Smith UWIG What is Needed to Integrate 20% Wind in the Eastern Interconnect?

More information

EIPC Recommendations for NEEM Bubbles (MISO, NYISO & PJM Regions) January 18, 2011 FINAL and Agreed to by SSC

EIPC Recommendations for NEEM Bubbles (MISO, NYISO & PJM Regions) January 18, 2011 FINAL and Agreed to by SSC EIPC Recommendations for NEEM Bubbles (MISO, NYISO & PJM Regions) January 18, 2011 FINAL and Agreed to by SSC MAPP CA OH HQ Maritimes NEISO NWPP MAPP US MISO W MISO WUMS NYISO A-F RMPA MISO MO IL MISO

More information

GRID MODERNIZATION INITIATIVE PEER REVIEW Interconnections Seam Study

GRID MODERNIZATION INITIATIVE PEER REVIEW Interconnections Seam Study GRID MODERNIZATION INITIATIVE PEER REVIEW Interconnections Seam Study 1.3.33 AARON BLOOM April 18-20, 2017 Sheraton Pentagon City Arlington, VA Planning and Design Tools 4/5/2017 1 1.3.33 Project Description

More information

Eastern Wind Integration and Transmission Study

Eastern Wind Integration and Transmission Study Eastern Wind Integration and Transmission Study NPCC Governmental/Regulatory Affairs Advisory Group February 23rd, 2010 Dave Corbus National Renewable Energy Lab 1 What is Needed to Integrate 20% Wind

More information

Analytical Methods for the Study of Investment Strategies in Compliance with Environmental Policy Requirements

Analytical Methods for the Study of Investment Strategies in Compliance with Environmental Policy Requirements Analytical Methods for the Study of Investment Strategies in Compliance with Environmental Policy Requirements Final Project Report Power Systems Engineering Research Center Empowering Minds to Engineer

More information

State Wind Power Policy: An Update on RPS, SBC, and IRP

State Wind Power Policy: An Update on RPS, SBC, and IRP State Wind Power Policy: An Update on RPS, SBC, and IRP Ryan H. Wiser Lawrence Berkeley National Laboratory rhwiser@lbl.gov; 510-486-5474 Wind Powering America Annual State Summit Evergreen, Colorado May

More information

Implementing Renewable Energy Technology

Implementing Renewable Energy Technology Implementing Renewable Energy Technology Mario Monesterio & Nathan Franzen, Westwood Renewables 10/15/09 Company Overview Westwood Renewables are renewable energy integrators who provide design and engineering

More information

Net metering and rate reforms for distributed solar

Net metering and rate reforms for distributed solar Net metering and rate reforms for distributed solar Galen Barbose NCSL & NASEO Solar Workshop and Lab San Antonio, TX June 9, 2017 This analysis was funded by the Solar Energy Technologies Office, Office

More information

U.S. Wind Industry Third Quarter 2016 U.S. Wind Industry Fourth Quarter 2014 Market Report

U.S. Wind Industry Third Quarter 2016 U.S. Wind Industry Fourth Quarter 2014 Market Report American Wind Energy Association American Wind Energy Association U.S. Wind Industry Third Quarter 2016 U.S. Wind Industry Fourth Quarter 2014 Market Report Market Report A product of AWEA Data Services

More information

Agent-Based Simulation of Distribution Systems with High Penetration of Photovoltaic Generation

Agent-Based Simulation of Distribution Systems with High Penetration of Photovoltaic Generation 1 Agent-Based Simulation of Distribution Systems with High Penetration of Photovoltaic Generation Chengrui Cai, Pedram Jahangiri, Auswin George Thomas, Huan Zhao, Dionysios Aliprantis, and Leigh Tesfatsion

More information

A New Market for Energy Regulation: Advancing the Clean Energy Revolution

A New Market for Energy Regulation: Advancing the Clean Energy Revolution A New Market for Energy Regulation: Advancing the Clean Energy Revolution NCSL Task Force on Energy Supply December 5, 2012 David W. Cash Commissioner Massachusetts Department of Public Utilities 1 The

More information

American Wind Energy Association. U.S. Wind Industry Second Fourth Quarter Market Report

American Wind Energy Association. U.S. Wind Industry Second Fourth Quarter Market Report American Wind Energy Association U.S. Wind Industry Second Fourth Quarter 2014 2015 Market Report A product of AWEA Data Services Released January July 22, 28, 2015 The American wind energy industry installed

More information

American Wind Energy Association U.S. Wind Industry Second Quarter U.S. Wind Industry Fourth Quarter Market Report Market Report

American Wind Energy Association U.S. Wind Industry Second Quarter U.S. Wind Industry Fourth Quarter Market Report Market Report American Wind Energy Association American Wind Energy Association U.S. Wind Industry Second Quarter U.S. Wind Industry Fourth Quarter 2014 2016 Market Report Market Report A product of AWEA Data Services

More information

Regulatory Challenges, Developments, and Issues Confronting the IUB

Regulatory Challenges, Developments, and Issues Confronting the IUB Regulatory Challenges, Developments, and Issues Confronting the IUB NARUC Energy Regulatory Partnership Program The Public Services Regulatory Commission of Armenia and The Iowa Utilities Board by Robert

More information

The Virtues of A Virtual RTO

The Virtues of A Virtual RTO The Virtues of A Virtual RTO Jim Mayhew Mirant September 26, 2003 Harvard Electricity Policy Group 1 A Virtual RTO? An Organization That is a RTO in All but Name? Minimum Attributes? Regional Security

More information

CPP Panel Comments. PSERC Summer Workshop July, 2015

CPP Panel Comments. PSERC Summer Workshop July, 2015 CPP Panel Comments PSERC Summer Workshop July, 2015 SPP s Energy Consumption and Capacity Capacity Consumption 2 EPA s Projected 2016-2020 EGU Retirements *Excludes committed retirements prior to 2016

More information

The Future of Greenhouse Gas Emissions Trading in North America

The Future of Greenhouse Gas Emissions Trading in North America The Future of Greenhouse Gas Emissions Trading in North America 14 th IEA-IETA-EPRI Annual Workshop on Greenhouse Gas Emission Trading Thursday October 9, 2014 Agenda California s AB 32 and Cap-and-Trade

More information

ERSTF Loads and Resources Balance

ERSTF Loads and Resources Balance ERSTF Loads and Resources Balance Clyde Loutan, Senior Advisor Renewable Energy Integration, CAISO EPRI Dallas Regional Office Las Colinas Tower II February 3 & 4 Loads and Resources Team Subgroup Lead

More information

Developing a Framework for Integrated Energy Network Planning

Developing a Framework for Integrated Energy Network Planning Developing a Framework for Integrated Energy Network Planning Resource Planning for the Next Generation Adam Diamant Technical Executive, Energy & Environmental Analysis Electric Power Research Institute

More information

Risk Mitigation Benefits of Energy Efficiency

Risk Mitigation Benefits of Energy Efficiency Risk Mitigation Benefits of Energy Efficiency 2013 ACEEE Conference on Energy Efficiency as a Resource Dan Bakal, Ceres Sept 24, 2013 Nashville, TN Ceres " Ceres mobilizes a powerful network of investors,

More information

Expanding Transmission Capacity: Options and Implications. Jennifer Curran Director Transmission Strategy April 30, 2009

Expanding Transmission Capacity: Options and Implications. Jennifer Curran Director Transmission Strategy April 30, 2009 Expanding Transmission Capacity: Options and Implications Jennifer Curran (jcurran@midwestiso.org) Director Transmission Strategy April 30, 2009 The Transmission Design Challenge General Problem Statement

More information

Influence of Renewable Integration on Frequency Dynamics

Influence of Renewable Integration on Frequency Dynamics Influence of Renewable Integration on Frequency Dynamics Mei Li, Student Member, IEEE James D. McCalley, Fellow, IEEE Abstract Southern California Edison (SCE) is planning to integrate more than 7 GW renewable

More information

Wind Power Grid Interconnection:

Wind Power Grid Interconnection: Wind Power Grid Interconnection: Overview for the Massachusetts Wind Working Group Hull 1: Single OptiSlip on distribution line Renewable Energy Research Sally Wright, Laboratory, PE UMass Amherst Research

More information

Dr. Qun Zhou Update: 8/2/2018

Dr. Qun Zhou Update: 8/2/2018 Dr. Qun Zhou Update: 8/2/2018 CONTACT INFORMATION HEC 358, ECE Department Orlando, FL 32816 Tel: (407) 823-3284 Email: Qun.Zhou@ucf.edu Homepage: http://www.eecs.ucf.edu/~qzhou/ RESEARCH INTERESTS CURRENT

More information

Facilitating Flexible Service Provision in Electric Power Markets via Swing Contracting. Presenter

Facilitating Flexible Service Provision in Electric Power Markets via Swing Contracting. Presenter Facilitating Flexible Service Provision in Electric Power Markets via Swing Contracting Presenter Leigh Tesfatsion Professor of Economics, Mathematics, and Electrical & Computer Engineering Iowa State

More information

2030 Power System Study Report to the New England Governors 2009 Economic Study: Scenario Analysis of Renewable Resource Development

2030 Power System Study Report to the New England Governors 2009 Economic Study: Scenario Analysis of Renewable Resource Development 2030 Power System Study Report to the New England Governors 2009 Economic Study: Scenario Analysis of Renewable Resource Development New England Governors Adopt Long-term Renewable Energy Vision States

More information

U.S. Wind Industry Third Quarter Market Report October 2011

U.S. Wind Industry Third Quarter Market Report October 2011 U.S. Wind Industry Third Quarter Market Report October 2011 The U.S. wind industry installed 1,204 MW during the third quarter of 2011, bringing total installations in 2011 to 3,360 MW. The U.S. wind industry

More information

California Grid Operations: Current Conditions and Future Needs

California Grid Operations: Current Conditions and Future Needs California Grid Operations: Current Conditions and Future Needs Jim Detmers Vice President, Operations Global Climate & Energy Project November 1, 2007 STANFORD UNIVERSITY Our objective today is identify

More information

Discussion on the Threat of Electrification to Residential Natural Gas Demand

Discussion on the Threat of Electrification to Residential Natural Gas Demand Discussion on the Threat of Electrification to Residential Natural Gas Demand Prepared for the American Gas Association State Affairs Committee Tuesday, October 10 h, 2017 Mike Sloan Managing Director

More information

Update on Energy Efficiency Opportunities in the Commonwealth

Update on Energy Efficiency Opportunities in the Commonwealth Update on Energy Efficiency Opportunities in the Commonwealth Pertinent New England Energy Issues Energy Efficiency, Natural Gas Issues/Costs and Energy Outlook January 4, 2011 A forum sponsored by the

More information

An Agent-Based Computational Laboratory for Wholesale Power Market Design

An Agent-Based Computational Laboratory for Wholesale Power Market Design 1 An Agent-Based Computational Laboratory for Wholesale Power Market Design Junjie Sun and Leigh Tesfatsion, Member, IEEE Abstract This study reports on the model development and open-source implementation

More information

EIPC Interconnection-wide Webinar and Stakeholder Discussion. November 17, 2015

EIPC Interconnection-wide Webinar and Stakeholder Discussion. November 17, 2015 EIPC Interconnection-wide Webinar and Stakeholder Discussion November 17, 2015 Webinar Outline Presentation on 2025 Summer Peak (2025S) and 2025 Winter Peak (2025W) Roll-up Case Development Report to be

More information

What Investments Should Be Made Now? Long Run Transmission Planning Under Uncertainty

What Investments Should Be Made Now? Long Run Transmission Planning Under Uncertainty What Investments Should Be Made Now? Long Run Transmission Planning Under Uncertainty PSERC Webinar April 22, 2014 Benjamin F. Hobbs Director, JHU Environment, Energy, Sustainability & Health Institute

More information

American Wind Energy Association. U.S. Wind Industry First Quarter 2017 Market Report. American Wind Energy Association

American Wind Energy Association. U.S. Wind Industry First Quarter 2017 Market Report. American Wind Energy Association American Wind Energy Association U.S. Wind Industry Fourth Quarter 2014 Market Report American Wind Energy Association U.S. Wind Industry First Quarter 2017 Market Report A product of AWEA Data Services

More information

Indiana Energy Landscape

Indiana Energy Landscape Indiana Energy Landscape presented to WIndiana 2008 June 17-18, 2008 presented by David Nderitu / Doug Gotham State Utility Forecasting Group Outline Characteristics of Indiana s existing generation Emissions

More information

High Voltage Direct Current

High Voltage Direct Current High Voltage Direct Current And Large Scale Wind Integration Iowa State University April 2014 Wayne Galli, Ph.D., P.E. Executive Vice President Transmission and Technical Services Clean Line Energy Partners

More information

Agricultural Land Values

Agricultural Land Values United States Department of Agriculture National Agricultural Statistics Service August 2001 Sp Sy 3 (01) Average Farm Real Estate Values Continue Upward The U.S. farm real estate value, including all

More information

Ancillary Services from Wind and Solar. Power Plants. CanWEA O&M Workshop January 30, 2018 Toronto, Ontario. J. Charles Smith Executive Director UVIG

Ancillary Services from Wind and Solar. Power Plants. CanWEA O&M Workshop January 30, 2018 Toronto, Ontario. J. Charles Smith Executive Director UVIG Ancillary Services from Wind and Solar CanWEA O&M Workshop January 30, 2018 Toronto, Ontario J. Charles Smith Executive Director UVIG Power Plants Toronto, CA Jan 2018 -- 2 Background Outline of Topics

More information

Battery Storage Development

Battery Storage Development Battery Storage Development Regulatory and Market Environments PRESENTED TO Philadelphia Area Municipal Analyst Society PREPARED BY Michael Hagerty Judy Chang Heidi Bishop January 18, 2018 Copyright 2018

More information

Battery Storage Development

Battery Storage Development Battery Storage Development Regulatory and Market Environments PRESENTED TO Philadelphia Area Municipal Analyst Society PREPARED BY Michael Hagerty Judy Chang Heidi Bishop January 18, 2018 Copyright 2015

More information

Eastern Wind Integration and Transmission Study

Eastern Wind Integration and Transmission Study Eastern Wind Integration and Transmission Study Great Lakes Regional Wind Energy Workshop March 1, 2010 Dave Corbus National Renewable Energy Lab 1 EWITS Analysis - What is Needed to Integrate 20% Wind

More information

PJM Interconnection. Drexel University Great Works Symposium May 13, 2010

PJM Interconnection. Drexel University Great Works Symposium May 13, 2010 PJM Interconnection Drexel University Great Works Symposium May 13, 2010 www.pjm.com Outline PJM Overview PJM Markets Regional Transmission Expansion Plan Generation Interconnection Renewables Smart Grid

More information

UNDERSTANDING YOUR UTILITY PARTNERS UTILITY ENERGY EFFICIENCY DRIVERS AND DESIGN CONSIDERATIONS

UNDERSTANDING YOUR UTILITY PARTNERS UTILITY ENERGY EFFICIENCY DRIVERS AND DESIGN CONSIDERATIONS UNDERSTANDING YOUR UTILITY PARTNERS UTILITY ENERGY EFFICIENCY DRIVERS AND DESIGN CONSIDERATIONS CEE INDUSTRY PARTNERS MEETING MINNEAPOLIS, SEPTEMBER 2017 WHY INTENTIONALLY SELL LESS ENERGY? DRIVER #1:

More information

Lessons Learned in Wind Integration

Lessons Learned in Wind Integration Lessons Learned in Wind Integration 2009 Southwest Renewable Energy Conference Flagstaff, AZ September 11, 2009 J. Charles Smith Executive Director UWIG What is UWIG? Non-profit corporation established

More information

US Energy Resources for Electricity Generation

US Energy Resources for Electricity Generation US Energy Resources for Electricity Generation 2014 U.S. ELECTRICITY GENERATION Hydro 6% Other renewables 7% Others 2% Nuclear 19% Coal 39% Natural gas 27% From www.wikipedia.org and www.eia.gov 28 Demand

More information

Analysis of Power System Operational Uncertainty from Gas System Dependence

Analysis of Power System Operational Uncertainty from Gas System Dependence Analysis of Power System Operational Uncertainty from Gas System Dependence Sarah M. Ryan Iowa State University (smryan@iastate.edu) PSERC Webinar October 16, 2018 1 Presentation Outline Economic Risk

More information

American Wind Energy Association. U.S. Wind Industry Third Quarter 2014 Market Report

American Wind Energy Association. U.S. Wind Industry Third Quarter 2014 Market Report American Wind Energy Association U.S. Wind Industry Third Quarter 2014 Market Report A product of AWEA Data Services Released October 20, 2014 The American wind energy industry installed 1,254 megawatts

More information

Summary of the Tutorial on Fundamentals of Wind Energy IEEE PES 2010 T&D Conference New Orleans, Louisana

Summary of the Tutorial on Fundamentals of Wind Energy IEEE PES 2010 T&D Conference New Orleans, Louisana Summary of the Tutorial on Fundamentals of Wind Energy IEEE PES 2010 T&D Conference New Orleans, Louisana Sponsorship This tutorial is sponsored by (WPCC). Cosponsors include PSDP Committee, T&D Committee,

More information

Distributed Energy Resources

Distributed Energy Resources Distributed Energy Resources William F Tyndall Duke Energy Commercial Strategic Initiatives 1 United States Energy Challenges Aging power plants and distribution infrastructure Climate change Changing

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

Consumer-Friendly and Environmentally-Sound Electricity

Consumer-Friendly and Environmentally-Sound Electricity Consumer-Friendly and Environmentally-Sound Electricity Rates for the Twenty-First Century By Lee S. Friedman Goldman School of Public Policy 2607 Hearst Avenue University of California, Berkeley Berkeley,

More information

Flywheel Based Energy Storage for Grid Services

Flywheel Based Energy Storage for Grid Services Flywheel Based Energy Storage for Grid Services Matthew Lazarewicz VP and Chief Technical Officer Beacon Power Corporation Buffalo, NY 2011 Advanced Energy Conference October 12-13, 2011 1 Safe Harbor

More information

Today s Energy Landscape:

Today s Energy Landscape: Today s Energy Landscape: Exploring economic, environmental and technological trends October 11, 2010 Presentation to the PJM Board Sue Tierney Managing Principal BOSTON CHICAGO DALLAS DENVER LOS ANGELES

More information

Dynamic Testing of Wholesale Power Market Designs: Presenter:

Dynamic Testing of Wholesale Power Market Designs: Presenter: Dynamic Testing of Wholesale Power Market Designs: An Agent-Based Computational Approach Presenter: Leigh Tesfatsion Professor of Economics and Mathematics Department of Economics Iowa State University

More information

U.S. Wind Industry: Market & Policy Update

U.S. Wind Industry: Market & Policy Update U.S. Wind Industry: Market & Policy Update September 15, 2009 Elizabeth Salerno Director, Industry Data & Analysis American Wind Energy Association U.S. Wind Status in 2008 Installed 8,500 MW in 2008,

More information

Exploiting Emerging Data for Enhanced Load Modeling

Exploiting Emerging Data for Enhanced Load Modeling Exploiting Emerging Data for Enhanced Load Modeling Final Project Report Power Systems Engineering Research Center Empowering Minds to Engineer the Future Electric Energy System Exploiting Emerging Data

More information

Security, protection, and control of power systems with large-scale wind power penetration

Security, protection, and control of power systems with large-scale wind power penetration Graduate Theses and Dissertations Graduate College 2010 Security, protection, and control of power systems with large-scale wind power penetration Naresh Acharya Iowa State University Follow this and additional

More information

PAUL A. CENTOLELLA Vice President

PAUL A. CENTOLELLA Vice President PAUL A. CENTOLELLA Vice President Phone: (617) 425-8182 111 Huntington Avenue Mobile: (614) 530-3017 10 th Floor pcentolella@analyisgroup.com Boston, MA 02199 Mr. Centolella is an expert on energy economics,

More information

Reducing Variable Generation Curtailment through Flexible Transmission Expansion and Operation in the United States

Reducing Variable Generation Curtailment through Flexible Transmission Expansion and Operation in the United States Reducing Variable Generation Curtailment through Flexible Transmission Expansion and Operation in the United States 1. Introduction Yinong Sun, Energy Systems Modeler and Analyst National Renewable Energy

More information

MTEP18 Transfer Analysis Scope. PSC June 12 th 2018

MTEP18 Transfer Analysis Scope. PSC June 12 th 2018 MTEP18 Transfer Analysis Scope PSC June 12 th 2018 1 Transfer Analysis Study is driven by NERC standard FAC-013-2 Purpose To ensure that Planning Coordinators have a methodology for, and perform an annual

More information

Roadmaps for Demand Response & Storage

Roadmaps for Demand Response & Storage 1 Roadmaps for Demand Response & Storage Jim Price, California ISO Senior Advisor, Market Development & Analysis jprice@caiso.com PSERC Summer Planning Workshop Market Stem July 15, 2015 CAISO markets

More information

Integrating High Levels of Variable Renewable Energy Sources

Integrating High Levels of Variable Renewable Energy Sources Integrating High Levels of Variable Renewable Energy Sources Erik Ela EPRI Grid Ops and Planning eela@epri.com NYISO Environmental Advisory Council Troy, NY May 6, 2016 EPRI Grid Operations & Planning

More information

All-Source Solicitation In Utility Procurement

All-Source Solicitation In Utility Procurement All-Source Solicitation In Utility Procurement or, how I learned to love Energy Efficiency as an incremental resource. Philip Henderson Natural Resources Defense Council November 1, 2017 Context: Utility

More information

2011 State Average Electricity Prices (cents/kwh)

2011 State Average Electricity Prices (cents/kwh) Retail Rates Indiana has a relative price advantage on electric retail rates. Retail pricing is the average price for all rate classes, including residential, commercial, and industrial customers. Indiana

More information

Voluntary & Compliance Markets. Renewable Energy Markets 2010

Voluntary & Compliance Markets. Renewable Energy Markets 2010 Voluntary & Compliance Markets Renewable Energy Markets 2010 Renewable Energy Certificate A commodity that represents the environmental attributes of electricity generated from renewable resources like

More information

Overview of EPA s Clean Power Plan for Existing Power Plants. Iowa Association of Municipal Utilities 3 rd Annual Energy Conference November 4, 2015

Overview of EPA s Clean Power Plan for Existing Power Plants. Iowa Association of Municipal Utilities 3 rd Annual Energy Conference November 4, 2015 Overview of EPA s Clean Power Plan for Existing Power Plants Iowa Association of Municipal Utilities 3 rd Annual Energy Conference November 4, 2015 EPA s Final Clean Power Plan for Existing Power Plants

More information

PUBLIC POWER = + + LOCAL CONTROL LOW RATES HIGH RELIABILITY

PUBLIC POWER = + + LOCAL CONTROL LOW RATES HIGH RELIABILITY PUBLIC POWER = + + LOCAL CONTROL LOW RATES HIGH RELIABILITY WHAT IS PUBLIC POWER? Public power utilities are not-for-profit local institutions that provide electricity as an essential public service at

More information

Technology Session 2: Operations and Planning

Technology Session 2: Operations and Planning Technology Session 2: Operations and Planning James McCalley Iowa State University Future Grid Forum June 27-28, 2012 Washington D.C. Outline Operational challenges Planning challenges: Planning via rolling

More information

2005 AWPA Annual Meeting New Orleans, LA May Nelson G. Bingel III. Chair - ANSI O5 Principal - NESC

2005 AWPA Annual Meeting New Orleans, LA May Nelson G. Bingel III. Chair - ANSI O5 Principal - NESC 2005 AWPA Annual Meeting New Orleans, LA May 15-18 ANSI - NESC Update Nelson G. Bingel III Chair - ANSI O5 Principal - NESC ANSI O5 - Material NESC - Safety WOOD QUALITY CLASS LOADS FIBER STRESS POLE DIMENSIONS

More information

California Independent System Operator Renewable Integration Study

California Independent System Operator Renewable Integration Study California Independent System Operator Renewable Integration Study Clyde Loutan Proposed Transmission Plan for Integration of Renewables Transmission System Analysis - Overview Joint Study between the

More information

Source Energy and Emission Factors for Building Energy Consumption

Source Energy and Emission Factors for Building Energy Consumption Source Energy and Emission Factors for Building Energy Consumption Copyright 2009 American Gas Association All Rights Reserved Prepared for Natural Gas Codes and Standards Research Consortium 400 N. Capitol

More information

Indiana Energy Status

Indiana Energy Status Indiana Energy Status presented to Indiana Chamber of Commerce Conference on Energy Management June 19, 2008 presented by Doug Gotham State Utility Forecasting Group Which sector uses the most electricity

More information

New Transmission Planning Framework

New Transmission Planning Framework New Transmission Planning Framework Harvard Electricity Policy Group Flora Flygt February 27, 2014 Outline ATC Introduction Elements and Central Question of Transmission Planning Framework Current Transmission

More information

Committees on Energy Resources and the Environment and Electricity

Committees on Energy Resources and the Environment and Electricity Committees on Energy Resources and the Environment and Electricity Real World, Real Progress, Real Challenges: Evolving to Align Electricity Planning Approaches NARUC-NASEO Task Force on Comprehensive

More information

Energy Storage in the U.S.

Energy Storage in the U.S. Energy Storage in the U.S. Paul Denholm National Renewable Energy Laboratory September 23, 2013 Outline National Renewable Energy Laboratory 2 Innovation for Our Energy Future Brief History Current Installations

More information

Overview EPA s Proposed Clean Power Plan and Impacts for Louisiana

Overview EPA s Proposed Clean Power Plan and Impacts for Louisiana Overview EPA s Proposed Clean Power Plan and Impacts for Louisiana Clean Cities Coalition Meeting November 5, 2014 David E. Dismukes, Ph.D. Center for Energy Studies Louisiana State University CAVEAT:

More information

Technical and Economic Implications of Greenhouse Gas Regulation in a Transmission Constrained Restructured Electricity Market

Technical and Economic Implications of Greenhouse Gas Regulation in a Transmission Constrained Restructured Electricity Market Technical and Economic Implications of Greenhouse Gas Regulation in a Transmission Constrained Restructured Electricity Market Final Project Report Power Systems Engineering Research Center Empowering

More information

LCOEs and Renewables Victor Niemeyer Program Manager, Energy and Environmental Policy Analysis and Company Strategy Program

LCOEs and Renewables Victor Niemeyer Program Manager, Energy and Environmental Policy Analysis and Company Strategy Program LCOEs and Renewables Victor Niemeyer Program Manager, Energy and Environmental Policy Analysis and Company Strategy Program EIA LCOE/LACE Workshop July 25, 2013 EPRI Generation Options Report Provides

More information

American Wind Energy Association. U.S. Wind Industry Fourth Third Quarter Market Report

American Wind Energy Association. U.S. Wind Industry Fourth Third Quarter Market Report American Wind Energy Association U.S. Wind Industry Fourth Third Quarter 2015 2014 Market Report A product of AWEA Data Services Released October January 28, 22, 2015 The American wind energy industry

More information

Third-Party Provision of Reactive Supply and Voltage Control and Regulation and. On February 20, 2014, the Federal Energy Regulatory Commission

Third-Party Provision of Reactive Supply and Voltage Control and Regulation and. On February 20, 2014, the Federal Energy Regulatory Commission This document is scheduled to be published in the Federal Register on 05/01/2014 and available online at http://federalregister.gov/a/2014-09948, and on FDsys.gov BILLING CODE 6717-01-P DEPARTMENT OF ENERGY

More information

MidAmerican Energy Company s Path to Renewable Energy Development. Dean Crist Vice President, Regulation

MidAmerican Energy Company s Path to Renewable Energy Development. Dean Crist Vice President, Regulation MidAmerican Energy Company s Path to Renewable Energy Development Dean Crist Vice President, Regulation MidAmerican Energy Holdings Company United Kingdom Philippines $70.1 billion of assets $12.6 billion

More information

Putting Competitive Power Markets to the Test

Putting Competitive Power Markets to the Test Putting Competitive Power Markets to the Test The Benefits of Competition in America s Electric Grid: Cost Savings and Operating Efficiencies Released JULY 2005 Gary L. Hunt, President, Global Energy Advisors

More information

UNITED STATES OF AMERICA FEDERAL ENERGY REGULATORY COMMISSION. Integration of Variable Energy Resources ) Docket No. RM

UNITED STATES OF AMERICA FEDERAL ENERGY REGULATORY COMMISSION. Integration of Variable Energy Resources ) Docket No. RM UNITED STATES OF AMERICA FEDERAL ENERGY REGULATORY COMMISSION Integration of Variable Energy Resources ) Docket No. RM10-11-000 COMMENTS OF CLEAN LINE ENERGY PARTNERS LLC Pursuant to Rule 212 of the Federal

More information

American Wind Energy Association U.S. Wind Industry Third Quarter 2018 Market Report

American Wind Energy Association U.S. Wind Industry Third Quarter 2018 Market Report American Wind Energy Association U.S. Wind Industry Third Quarter 2018 Market Report A product of AWEA Data Services Released October 25, 2018 The U.S. wind industry installed 612 megawatts (MW) in the

More information

Regional REC and RPS Best Practices. Jennifer Alvarado, Exec. Dir. Great Lakes Renewable Energy Association

Regional REC and RPS Best Practices. Jennifer Alvarado, Exec. Dir. Great Lakes Renewable Energy Association Regional REC and RPS Best Practices Jennifer Alvarado, Exec. Dir. Great Lakes Renewable Energy Association www.glrea.org About GLREA Founded in 1991 to promote, educate and increase the use of renewable

More information

Integration of Demand Response with Renewable Energy for Efficient Power System Operation

Integration of Demand Response with Renewable Energy for Efficient Power System Operation Integration of Demand Response with Renewable Energy for Efficient Power System Operation Part B Tutorial Prof. Saifur Rahman Virginia Tech, USA PES ISGT Asia 20 May 2014 Kuala Lumpur, Malaysia 1 Tutorial

More information

The Smart Grid Lunch and Learn

The Smart Grid Lunch and Learn GE Energy Session 2 of a 5 Part Series on the Smart Grid The Smart Grid Lunch and Learn Session 2: The Smart Grid The Consumer View 1 Smart Grid Learning Series Session 1: The Smart Grid and its Benefits

More information

Winter Reliability Assessment

Winter Reliability Assessment 216 217 Winter Reliability Assessment Table of Contents Preface 3 Key Findings 5 FRCC 9 MISO 1 MRO-Manitoba Hydro 11 MRO-SaskPower 12 NPCC-Maritimes 13 NPCC-New England 14 NPCC-Ontario 16 NPCC-Québec 17

More information

MASACHUSETS ENERGY STORAGE INITIATIVE. NASEO Fuels and Grid Integration Committee September 12, 2016 Joanne Morin, MA DOER

MASACHUSETS ENERGY STORAGE INITIATIVE. NASEO Fuels and Grid Integration Committee September 12, 2016 Joanne Morin, MA DOER MASACHUSETS ENERGY STORAGE INITIATIVE NASEO Fuels and Grid Integration Committee September 12, 2016 Joanne Morin, MA DOER ENERGY STORAGE INITIATIVE Storage is a game changer that can play a part in solving

More information

James McCalley Harpole Professor of Electrical & Computer Engineering. December 7, NSF-Virginia Tech RESIN Workshop

James McCalley Harpole Professor of Electrical & Computer Engineering. December 7, NSF-Virginia Tech RESIN Workshop 21 st Century National Energy and Transportation Infrastructures: Balancing Sustainability, Costs, & Resiliency (NETSCORE-21) sponsored by the US National Science Foundation http://www.ece.iastate.edu/research/research-projects/netscore-21.html

More information