Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection

You, Shutang; Hadley, Stanton W.; Shankar, Mallikarjun; Liu, Yilu

doi:10.1016/j.epsr.2015.12.023

Title: Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection

Abstract

This paper studies the generation and transmission expansion co-optimization problem with a high wind power penetration rate in the US Eastern Interconnection (EI) power grid. In this paper, the generation and transmission expansion problem for the EI system is modeled as a mixed-integer programming (MIP) problem. Our paper also analyzed a time series generation method to capture the variation and correlation of both load and wind power across regions. The obtained series can be easily introduced into the expansion planning problem and then solved through existing MIP solvers. Simulation results show that the proposed planning model and series generation method can improve the expansion result significantly through modeling more detailed information of wind and load variation among regions in the US EI system. Moreover, the improved expansion plan that combines generation and transmission will aid system planners and policy makers to maximize the social welfare in large-scale power grids.

Authors:

You, Shutang ^[1]; Hadley, Stanton W. ^[2]; Shankar, Mallikarjun ^[2]; Liu, Yilu ^[3]

University of Tennessee, Knoxville (UTK)
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
University of Tennessee, Knoxville (UTK); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)

Publication Date:: Tue Jan 12 00:00:00 EST 2016

Research Org.:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Org.:: USDOE

OSTI Identifier:: 1237158

Alternate Identifier(s):: OSTI ID: 1359093

Grant/Contract Number:: AC05-00OR22725

Resource Type:: Accepted Manuscript

Journal Name:: Electric Power Systems Research

Additional Journal Information:: Journal Volume: 133; Journal ID: ISSN 0378-7796

Publisher:: Elsevier

Country of Publication:: United States

Language:: English

Subject:: 17 WIND ENERGY; electric power optimization; capacity planning; wind transmission

Citation Formats


                    You, Shutang, Hadley, Stanton W., Shankar, Mallikarjun, and Liu, Yilu. Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection.  United States: N. p., 2016. 
Web.  doi:10.1016/j.epsr.2015.12.023.

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                    You, Shutang, Hadley, Stanton W., Shankar, Mallikarjun, & Liu, Yilu. Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection.  United States.  https://doi.org/10.1016/j.epsr.2015.12.023

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                    You, Shutang, Hadley, Stanton W., Shankar, Mallikarjun, and Liu, Yilu. Tue .  
"Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection".  United States.  https://doi.org/10.1016/j.epsr.2015.12.023.  https://www.osti.gov/servlets/purl/1237158.

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@article{osti_1237158,

  title        = {Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection},

  author       = {You, Shutang and Hadley, Stanton W. and Shankar, Mallikarjun and Liu, Yilu},

  abstractNote = {This paper studies the generation and transmission expansion co-optimization problem with a high wind power penetration rate in the US Eastern Interconnection (EI) power grid. In this paper, the generation and transmission expansion problem for the EI system is modeled as a mixed-integer programming (MIP) problem. Our paper also analyzed a time series generation method to capture the variation and correlation of both load and wind power across regions. The obtained series can be easily introduced into the expansion planning problem and then solved through existing MIP solvers. Simulation results show that the proposed planning model and series generation method can improve the expansion result significantly through modeling more detailed information of wind and load variation among regions in the US EI system. Moreover, the improved expansion plan that combines generation and transmission will aid system planners and policy makers to maximize the social welfare in large-scale power grids.},

  doi          = {10.1016/j.epsr.2015.12.023},

  journal      = {Electric Power Systems Research},

  number       = ,

  volume       = 133,

  place        = {United States},

  year         = {Tue Jan 12 00:00:00 EST 2016},

  month        = {Tue Jan 12 00:00:00 EST 2016}

}

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https://doi.org/10.1016/j.epsr.2015.12.023

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Works referencing / citing this record:

A comprehensive state‐of‐the‐art survey on power generation expansion planning with intermittent renewable energy source and energy storage
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Babatunde, Olubayo M.; Munda, Josiah L.; Hamam, Yskandar
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Arêdes Moraes, Camile; de Oliveira, Edimar José; Fioresi Botelho, Daniel
Journal of Control, Automation and Electrical Systems, Vol. 31, Issue 1
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Similar Records

Title: Co-optimizing Generation and Transmission Expansion with Wind Power in Large-Scale Power Grids Implementation in the US Eastern Interconnection

Abstract

Citation Formats

Sensitivity-based chance-constrained Generation Expansion Planning journal, October 2015

Coordinated decisions for transmission and generation expansion planning in electricity markets: COORDINATED DECISIONS FOR TEP AND GEP IN ELECTRICITY MARKETS journal, July 2012

Transmission expansion planning using multivariate interpolation journal, September 2015

Long-term transmission system expansion planning with multi-objective evolutionary algorithm journal, February 2015

Coordinated generation and transmission expansion planning in deregulated electricity market considering wind farms journal, January 2016

Generation and Transmission Expansion Planning: MILP–Based Probabilistic Model journal, July 2014

Flexible Transmission Expansion Planning for Integrating Wind Power Based on Wind Power Distribution Characteristics journal, May 2015

Two-Stage Robust Generation Expansion Planning: A Mixed Integer Linear Programming Model journal, March 2014

A discrete evolutionary PSO based approach to the multiyear transmission expansion planning problem considering demand uncertainties journal, February 2013

A simulated rebounding algorithm applied to the multi-stage security-constrained transmission expansion planning in power systems journal, May 2013

Generation Expansion Planning by MILP considering mid-term scheduling decisions journal, May 2012

Flexible Transmission Network Planning Considering Distributed Generation Impacts journal, August 2011

An improved genetic algorithm for generation expansion planning journal, January 2000

A Multiyear Security Constrained Hybrid Generation-Transmission Expansion Planning Algorithm Including Fuel Supply Costs journal, August 2009

Application of NSGA-II Algorithm to Generation Expansion Planning journal, February 2009

NSGA-II algorithm for multi-objective generation expansion planning problem journal, April 2009

A chance constrained programming approach to transmission system expansion planning journal, August 2005

Robust Transmission Network Expansion Planning With Uncertain Renewable Generation and Loads journal, November 2013

A Three-Level Static MILP Model for Generation and Transmission Expansion Planning journal, February 2013

A Tri-Level Model of Centralized Transmission and Decentralized Generation Expansion Planning for an Electricity Market—Part I journal, January 2014

Reliability constrained coordination of generation and transmission expansion planning in power systems using mixed integer programming journal, January 2011

A dynamic model for coordination of generation and transmission expansion planning in power systems journal, February 2015

The value of energy storage in optimal non-firm wind capacity connection to power systems journal, April 2014

An augmented NSGA-II technique with virtual database to solve the composite generation and transmission expansion planning problem journal, June 2013

Multistage expansion planning of generation and interconnections with sustainable energy development criteria: A multiobjective model journal, February 2011

Incorporating Large-Scale Distant Wind Farms in Probabilistic Transmission Expansion Planning—Part I: Theory and Algorithm journal, August 2012

A Chance Constrained Transmission Network Expansion Planning Method With Consideration of Load and Wind Farm Uncertainties journal, August 2009

Transmission Expansion Planning of Systems With Increasing Wind Power Integration journal, May 2013

Coordinating Large-Scale Wind Integration and Transmission Planning journal, October 2012

A Multi-Objective Transmission Expansion Planning Framework in Deregulated Power Systems With Wind Generation journal, November 2014

Robust Optimization for Transmission Expansion Planning: Minimax Cost vs. Minimax Regret journal, November 2014

Multistage expansion planning for active distribution networks under demand and Distributed Generation uncertainties journal, March 2012

Transmission network expansion planning under demand uncertainty and risk aversion journal, January 2013

Robust Transmission Network Expansion Planning Method With Taguchi's Orthogonal Array Testing journal, August 2011

A Scenario-Based Multi-Objective Model for Multi-Stage Transmission Expansion Planning journal, February 2011

Scenario construction and reduction applied to stochastic power generation expansion planning journal, January 2013

A PSO based approach for multi-stage transmission expansion planning in electricity markets journal, January 2014

A comprehensive state‐of‐the‐art survey on power generation expansion planning with intermittent renewable energy source and energy storage journal, December 2018

Long-Term Decision on Wind Investment with Considering Different Load Ranges of Power Plant for Sustainable Electricity Energy Market journal, October 2018

Wind Generation Impact in Transmission Expansion Planning journal, November 2019

Sensitivity-based chance-constrained Generation Expansion Planning
journal, October 2015

Coordinated decisions for transmission and generation expansion planning in electricity markets: COORDINATED DECISIONS FOR TEP AND GEP IN ELECTRICITY MARKETS
journal, July 2012

Transmission expansion planning using multivariate interpolation
journal, September 2015

Long-term transmission system expansion planning with multi-objective evolutionary algorithm
journal, February 2015

Coordinated generation and transmission expansion planning in deregulated electricity market considering wind farms
journal, January 2016

Generation and Transmission Expansion Planning: MILP–Based Probabilistic Model
journal, July 2014

Flexible Transmission Expansion Planning for Integrating Wind Power Based on Wind Power Distribution Characteristics
journal, May 2015

Two-Stage Robust Generation Expansion Planning: A Mixed Integer Linear Programming Model
journal, March 2014

A discrete evolutionary PSO based approach to the multiyear transmission expansion planning problem considering demand uncertainties
journal, February 2013

A simulated rebounding algorithm applied to the multi-stage security-constrained transmission expansion planning in power systems
journal, May 2013

Generation Expansion Planning by MILP considering mid-term scheduling decisions
journal, May 2012

Flexible Transmission Network Planning Considering Distributed Generation Impacts
journal, August 2011

An improved genetic algorithm for generation expansion planning
journal, January 2000

A Multiyear Security Constrained Hybrid Generation-Transmission Expansion Planning Algorithm Including Fuel Supply Costs
journal, August 2009

Application of NSGA-II Algorithm to Generation Expansion Planning
journal, February 2009

NSGA-II algorithm for multi-objective generation expansion planning problem
journal, April 2009

A chance constrained programming approach to transmission system expansion planning
journal, August 2005

Robust Transmission Network Expansion Planning With Uncertain Renewable Generation and Loads
journal, November 2013

A Three-Level Static MILP Model for Generation and Transmission Expansion Planning
journal, February 2013

A Tri-Level Model of Centralized Transmission and Decentralized Generation Expansion Planning for an Electricity Market—Part I
journal, January 2014

Reliability constrained coordination of generation and transmission expansion planning in power systems using mixed integer programming
journal, January 2011

A dynamic model for coordination of generation and transmission expansion planning in power systems
journal, February 2015

The value of energy storage in optimal non-firm wind capacity connection to power systems
journal, April 2014

An augmented NSGA-II technique with virtual database to solve the composite generation and transmission expansion planning problem
journal, June 2013

Multistage expansion planning of generation and interconnections with sustainable energy development criteria: A multiobjective model
journal, February 2011

Incorporating Large-Scale Distant Wind Farms in Probabilistic Transmission Expansion Planning—Part I: Theory and Algorithm
journal, August 2012

A Chance Constrained Transmission Network Expansion Planning Method With Consideration of Load and Wind Farm Uncertainties
journal, August 2009

Transmission Expansion Planning of Systems With Increasing Wind Power Integration
journal, May 2013

Coordinating Large-Scale Wind Integration and Transmission Planning
journal, October 2012

A Multi-Objective Transmission Expansion Planning Framework in Deregulated Power Systems With Wind Generation
journal, November 2014

Robust Optimization for Transmission Expansion Planning: Minimax Cost vs. Minimax Regret
journal, November 2014

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journal, March 2012

Transmission network expansion planning under demand uncertainty and risk aversion
journal, January 2013

Robust Transmission Network Expansion Planning Method With Taguchi's Orthogonal Array Testing
journal, August 2011

A Scenario-Based Multi-Objective Model for Multi-Stage Transmission Expansion Planning
journal, February 2011

Scenario construction and reduction applied to stochastic power generation expansion planning
journal, January 2013

A PSO based approach for multi-stage transmission expansion planning in electricity markets
journal, January 2014

A comprehensive state‐of‐the‐art survey on power generation expansion planning with intermittent renewable energy source and energy storage
journal, December 2018

Long-Term Decision on Wind Investment with Considering Different Load Ranges of Power Plant for Sustainable Electricity Energy Market
journal, October 2018

Wind Generation Impact in Transmission Expansion Planning
journal, November 2019