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:
-
- 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:
- 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.
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
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.
@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}
}
Web of Science
Works referenced in this record:
Sensitivity-based chance-constrained Generation Expansion Planning
journal, October 2015
- Manickavasagam, Monishaa; Anjos, Miguel F.; Rosehart, William D.
- Electric Power Systems Research, Vol. 127
Coordinated decisions for transmission and generation expansion planning in electricity markets: COORDINATED DECISIONS FOR TEP AND GEP IN ELECTRICITY MARKETS
journal, July 2012
- Mirhosseini Moghaddam, Maziar; Javidi, Mohammad Hossein; Parsa Moghaddam, Mohsen
- International Transactions on Electrical Energy Systems, Vol. 23, Issue 8
Transmission expansion planning using multivariate interpolation
journal, September 2015
- Mortaz, Ebrahim; Fuerte-Ledezma, Luis Fernando; Gutiérrez-Alcaraz, Guillermo
- Electric Power Systems Research, Vol. 126
Long-term transmission system expansion planning with multi-objective evolutionary algorithm
journal, February 2015
- Sousa, Aldir Silva; Asada, Eduardo N.
- Electric Power Systems Research, Vol. 119
Coordinated generation and transmission expansion planning in deregulated electricity market considering wind farms
journal, January 2016
- Hemmati, Reza; Hooshmand, Rahmat-Allah; Khodabakhshian, Amin
- Renewable Energy, Vol. 85
Generation and Transmission Expansion Planning: MILP–Based Probabilistic Model
journal, July 2014
- Aghaei, Jamshid; Amjady, Nima; Baharvandi, Amir
- IEEE Transactions on Power Systems, Vol. 29, Issue 4
Flexible Transmission Expansion Planning for Integrating Wind Power Based on Wind Power Distribution Characteristics
journal, May 2015
- Wang, Jianxue; Wang, Ruogu; Zeng, Pingliang
- Journal of Electrical Engineering and Technology, Vol. 10, Issue 3
Two-Stage Robust Generation Expansion Planning: A Mixed Integer Linear Programming Model
journal, March 2014
- Dehghan, Shahab; Amjady, Nima; Kazemi, Ahad
- IEEE Transactions on Power Systems, Vol. 29, Issue 2
A discrete evolutionary PSO based approach to the multiyear transmission expansion planning problem considering demand uncertainties
journal, February 2013
- da Rocha, Manuel Costeira; Saraiva, João Tomé
- International Journal of Electrical Power & Energy Systems, Vol. 45, Issue 1
A simulated rebounding algorithm applied to the multi-stage security-constrained transmission expansion planning in power systems
journal, May 2013
- Hinojosa, V. H.; Galleguillos, N.; Nuques, B.
- International Journal of Electrical Power & Energy Systems, Vol. 47
Generation Expansion Planning by MILP considering mid-term scheduling decisions
journal, May 2012
- Bakirtzis, Grigorios A.; Biskas, Pandelis N.; Chatziathanasiou, Vasilis
- Electric Power Systems Research, Vol. 86
Flexible Transmission Network Planning Considering Distributed Generation Impacts
journal, August 2011
- Zhao, Jun Hua; Foster, John; Dong, Zhao Yang
- IEEE Transactions on Power Systems, Vol. 26, Issue 3
An improved genetic algorithm for generation expansion planning
journal, January 2000
- Park, Jong-Bae; Park, Young-Moon; Won, Jong-Ryul
- IEEE Transactions on Power Systems, Vol. 15, Issue 3, p. 916-922
A Multiyear Security Constrained Hybrid Generation-Transmission Expansion Planning Algorithm Including Fuel Supply Costs
journal, August 2009
- Sepasian, M. S.; Seifi, H.; Foroud, A. A.
- IEEE Transactions on Power Systems, Vol. 24, Issue 3
Application of NSGA-II Algorithm to Generation Expansion Planning
journal, February 2009
- Kannan, S.; Baskar, S.; McCalley, J. D.
- IEEE Transactions on Power Systems, Vol. 24, Issue 1
NSGA-II algorithm for multi-objective generation expansion planning problem
journal, April 2009
- Murugan, P.; Kannan, S.; Baskar, S.
- Electric Power Systems Research, Vol. 79, Issue 4
A chance constrained programming approach to transmission system expansion planning
journal, August 2005
- Yang, Ning; Wen, Fushuan
- Electric Power Systems Research, Vol. 75, Issue 2-3
Robust Transmission Network Expansion Planning With Uncertain Renewable Generation and Loads
journal, November 2013
- Jabr, R. A.
- IEEE Transactions on Power Systems, Vol. 28, Issue 4
A Three-Level Static MILP Model for Generation and Transmission Expansion Planning
journal, February 2013
- Pozo, David; Sauma, Enzo E.; Contreras, Javier
- IEEE Transactions on Power Systems, Vol. 28, Issue 1
A Tri-Level Model of Centralized Transmission and Decentralized Generation Expansion Planning for an Electricity Market—Part I
journal, January 2014
- Jin, Shan; Ryan, Sarah M.
- IEEE Transactions on Power Systems, Vol. 29, Issue 1
Reliability constrained coordination of generation and transmission expansion planning in power systems using mixed integer programming
journal, January 2011
- Alizadeh, B.; Jadid, S.
- IET Generation, Transmission & Distribution, Vol. 5, Issue 9
A dynamic model for coordination of generation and transmission expansion planning in power systems
journal, February 2015
- Alizadeh, Behnam; Jadid, Shahram
- International Journal of Electrical Power & Energy Systems, Vol. 65
The value of energy storage in optimal non-firm wind capacity connection to power systems
journal, April 2014
- Fallahi, Farhad; Nick, Mostafa; Riahy, Gholam H.
- Renewable Energy, Vol. 64
An augmented NSGA-II technique with virtual database to solve the composite generation and transmission expansion planning problem
journal, June 2013
- Javadi, M. S.; Saniei, M.; Rajabi Mashhadi, H.
- Journal of Experimental & Theoretical Artificial Intelligence, Vol. 26, Issue 2
Multistage expansion planning of generation and interconnections with sustainable energy development criteria: A multiobjective model
journal, February 2011
- Unsihuay-Vila, Clodomiro; Marangon-Lima, J. W.; Zambroni de Souza, A. C.
- International Journal of Electrical Power & Energy Systems, Vol. 33, Issue 2
Incorporating Large-Scale Distant Wind Farms in Probabilistic Transmission Expansion Planning—Part I: Theory and Algorithm
journal, August 2012
- Moeini-Aghtaie, Moein; Abbaspour, Ali; Fotuhi-Firuzabad, Mahmud
- IEEE Transactions on Power Systems, Vol. 27, Issue 3
A Chance Constrained Transmission Network Expansion Planning Method With Consideration of Load and Wind Farm Uncertainties
journal, August 2009
- Yu, H.; Chung, C. Y.; Wong, K. P.
- IEEE Transactions on Power Systems, Vol. 24, Issue 3
Transmission Expansion Planning of Systems With Increasing Wind Power Integration
journal, May 2013
- Orfanos, George A.; Georgilakis, Pavlos S.; Hatziargyriou, Nikos D.
- IEEE Transactions on Power Systems, Vol. 28, Issue 2
Coordinating Large-Scale Wind Integration and Transmission Planning
journal, October 2012
- Gu, Yang; McCalley, James D.; Ni, Ming
- IEEE Transactions on Sustainable Energy, Vol. 3, Issue 4
A Multi-Objective Transmission Expansion Planning Framework in Deregulated Power Systems With Wind Generation
journal, November 2014
- Arabali, Amirsaman; Ghofrani, Mahmoud; Etezadi-Amoli, Mehdi
- IEEE Transactions on Power Systems, Vol. 29, Issue 6
Robust Optimization for Transmission Expansion Planning: Minimax Cost vs. Minimax Regret
journal, November 2014
- Chen, Bokan; Wang, Jianhui; Wang, Lizhi
- IEEE Transactions on Power Systems, Vol. 29, Issue 6
Multistage expansion planning for active distribution networks under demand and Distributed Generation uncertainties
journal, March 2012
- Borges, Carmen Lucia Tancredo; Martins, Vinícius Ferreira
- International Journal of Electrical Power & Energy Systems, Vol. 36, Issue 1
Transmission network expansion planning under demand uncertainty and risk aversion
journal, January 2013
- Delgado, Daniel; Claro, João
- International Journal of Electrical Power & Energy Systems, Vol. 44, Issue 1
Robust Transmission Network Expansion Planning Method With Taguchi's Orthogonal Array Testing
journal, August 2011
- Yu, Han; Chung, C. Y.; Wong, K. P.
- IEEE Transactions on Power Systems, Vol. 26, Issue 3
A Scenario-Based Multi-Objective Model for Multi-Stage Transmission Expansion Planning
journal, February 2011
- Maghouli, Pouria; Hosseini, Seyed Hamid; Oloomi Buygi, Majid
- IEEE Transactions on Power Systems, Vol. 26, Issue 1
Scenario construction and reduction applied to stochastic power generation expansion planning
journal, January 2013
- Feng, Yonghan; Ryan, Sarah M.
- Computers & Operations Research, Vol. 40, Issue 1
A PSO based approach for multi-stage transmission expansion planning in electricity markets
journal, January 2014
- Kamyab, Gholam-Reza; Fotuhi-Firuzabad, Mahmood; Rashidinejad, Masoud
- International Journal of Electrical Power & Energy Systems, Vol. 54
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
journal, December 2018
- Babatunde, Olubayo M.; Munda, Josiah L.; Hamam, Yskandar
- International Journal of Energy Research, Vol. 43, Issue 12
Long-Term Decision on Wind Investment with Considering Different Load Ranges of Power Plant for Sustainable Electricity Energy Market
journal, October 2018
- Valinejad, Jaber; Marzband, Mousa; Funsho Akorede, Mudathir
- Sustainability, Vol. 10, Issue 10
Wind Generation Impact in Transmission Expansion Planning
journal, November 2019
- Arêdes Moraes, Camile; de Oliveira, Edimar José; Fioresi Botelho, Daniel
- Journal of Control, Automation and Electrical Systems, Vol. 31, Issue 1