AC/DC hybrid distribution network reconfiguration with microgrid formation using multi-agent soft actor-critic

Wu, Tao; Wang, Jianhui; Lu, Xiaonan; Du, Yuhua

doi:10.1016/j.apenergy.2021.118189

Title: AC/DC hybrid distribution network reconfiguration with microgrid formation using multi-agent soft actor-critic

Journal Article · 31 January 2022 · Applied Energy

DOI: https://doi.org/10.1016/j.apenergy.2021.118189 · OSTI ID:1834952

Wu, Tao; Wang, Jianhui; Lu, Xiaonan; Du, Yuhua

Not Available

View Accepted Manuscript (Publisher)

Cite

Export

Save

Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE)

OSTI ID:: 1834952

Journal Information:: Applied Energy, Journal Name: Applied Energy Journal Issue: C Vol. 307; ISSN 0306-2619

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (20)

Human-level control through deep reinforcement learning Mnih, Volodymyr; Kavukcuoglu, Koray; Silver, David Nature, Vol. 518, Issue 7540 https://doi.org/10.1038/nature14236	journal	February 2015
Branching and bounds tighteningtechniques for non-convex MINLP Belotti, Pietro; Lee, Jon; Liberti, Leo Optimization Methods and Software, Vol. 24, Issue 4-5 https://doi.org/10.1080/10556780903087124	journal	October 2009
Autonomous Operation of Hybrid Microgrid With AC and DC Subgrids Loh, Poh Chiang; Li, Ding; Chai, Yi Kang IEEE Transactions on Power Electronics, Vol. 28, Issue 5 https://doi.org/10.1109/TPEL.2012.2214792	journal	May 2013
Overview of Power Management Strategies of Hybrid AC/DC Microgrid Nejabatkhah, Farzam; Li, Yun Wei IEEE Transactions on Power Electronics, Vol. 30, Issue 12 https://doi.org/10.1109/TPEL.2014.2384999	journal	December 2015
Optimal Reconfiguration of Radial Distribution Systems Using a Fuzzy Mutated Genetic Algorithm Prasad, K.; Ranjan, R.; Sahoo, N. C. IEEE Transactions on Power Delivery, Vol. 20, Issue 2 https://doi.org/10.1109/TPWRD.2005.844245	journal	April 2005
Predicting Bulk Electricity System Reliability Performance Indices Using Sequential Monte Carlo Simulation Billinton, R.; Wangdee, W. IEEE Transactions on Power Delivery, Vol. 21, Issue 2 https://doi.org/10.1109/TPWRD.2005.861237	journal	April 2006
Switch and Tap-Changer Reconfiguration of Distribution Networks Using Evolutionary Algorithms Mendes, Alexandre; Boland, Natashia; Guiney, Patrick IEEE Transactions on Power Systems, Vol. 28, Issue 1 https://doi.org/10.1109/TPWRS.2012.2194516	journal	February 2013
Research on Resilience of Power Systems Under Natural Disasters—A Review Wang, Yezhou; Chen, Chen; Wang, Jianhui IEEE Transactions on Power Systems, Vol. 31, Issue 2 https://doi.org/10.1109/TPWRS.2015.2429656	journal	March 2016
A Sequential Power Flow Algorithm for Islanded Hybrid AC/DC Microgrids Hamad, Amr A.; Azzouz, Maher A.; El Saadany, Ehab F. IEEE Transactions on Power Systems, Vol. 31, Issue 5 https://doi.org/10.1109/TPWRS.2015.2504461	journal	September 2016
Sequential Service Restoration for Unbalanced Distribution Systems and Microgrids Chen, Bo; Chen, Chen; Wang, Jianhui IEEE Transactions on Power Systems, Vol. 33, Issue 2 https://doi.org/10.1109/TPWRS.2017.2720122	journal	March 2018
A Generalized Approach to the Load Flow Analysis of AC–DC Hybrid Distribution Systems Ahmed, Haytham M. A.; Eltantawy, Ayman B.; Salama, M. M. A. IEEE Transactions on Power Systems, Vol. 33, Issue 2 https://doi.org/10.1109/TPWRS.2017.2720666	journal	March 2018
Data-Driven Load Frequency Control for Stochastic Power Systems: A Deep Reinforcement Learning Method With Continuous Action Search Yan, Ziming; Xu, Yan IEEE Transactions on Power Systems, Vol. 34, Issue 2 https://doi.org/10.1109/TPWRS.2018.2881359	journal	March 2019
Optimal Power Flow for AC–DC Grids: Formulation, Convex Relaxation, Linear Approximation, and Implementation Ergun, Hakan; Dave, Jaykumar; Van Hertem, Dirk IEEE Transactions on Power Systems, Vol. 34, Issue 4 https://doi.org/10.1109/TPWRS.2019.2897835	journal	July 2019
Energy Management of AC–DC Hybrid Distribution Systems Considering Network Reconfiguration Ahmed, Haytham M. A.; Salama, Magdy M. A. IEEE Transactions on Power Systems, Vol. 34, Issue 6 https://doi.org/10.1109/TPWRS.2019.2916227	journal	November 2019
Resilient Distribution System by Microgrids Formation After Natural Disasters Chen, Chen; Wang, Jianhui; Qiu, Feng IEEE Transactions on Smart Grid, Vol. 7, Issue 2 https://doi.org/10.1109/TSG.2015.2429653	journal	March 2016
Microgrids for Service Restoration to Critical Load in a Resilient Distribution System Xu, Yin; Liu, Chen-Ching; Schneider, Kevin P. IEEE Transactions on Smart Grid, Vol. 9, Issue 1 https://doi.org/10.1109/TSG.2016.2591531	journal	January 2018
Multi-Time Step Service Restoration for Advanced Distribution Systems and Microgrids Chen, Bo; Chen, Chen; Wang, Jianhui IEEE Transactions on Smart Grid, Vol. 9, Issue 6 https://doi.org/10.1109/TSG.2017.2723798	journal	November 2018
Routing and Scheduling of Mobile Power Sources for Distribution System Resilience Enhancement Lei, Shunbo; Chen, Chen; Zhou, Hui IEEE Transactions on Smart Grid, Vol. 10, Issue 5 https://doi.org/10.1109/TSG.2018.2889347	journal	September 2019
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration Gao, Yuanqi; Wang, Wei; Shi, Jie IEEE Transactions on Smart Grid, Vol. 11, Issue 6 https://doi.org/10.1109/TSG.2020.3005270	journal	November 2020
A Unified Approach to the Power Flow Analysis of AC/DC Hybrid Microgrids Eajal, A. A.; Abdelwahed, Mohamed A.; El-Saadany, E. F. IEEE Transactions on Sustainable Energy, Vol. 7, Issue 3 https://doi.org/10.1109/TSTE.2016.2530740	journal	July 2016

Similar Records

Distributed Cooperative Control of Hybrid AC/DC Microgrid

Conference · 2020 · OSTI ID:1604595

Mahmud, Rasel; Nejadpak, Arash

Distributed Cooperative Control of Hybrid AC/DC Microgrid

Conference · 2019 · OSTI ID:1575194

Mahmud, Rasel; Nejadpak, Arash

Distributed Control of Networked DC Microgrids.

Journal Article · 2013 · IEEE Transactions on Smart Grid · OSTI ID:1115100

Wilson, David G.; Weaver, Wayne W.; Parker, Gordon G.; +1 more

Title: AC/DC hybrid distribution network reconfiguration with microgrid formation using multi-agent soft actor-critic

Citation Formats

References (20)

Similar Records

Related Subjects