Abstract:
Distributed storage systems (DESSs) are widely utilized to regulate voltages in active distribution networks with high penetration of volatile renewable energy. In this p...Show MoreMetadata
Abstract:
Distributed storage systems (DESSs) are widely utilized to regulate voltages in active distribution networks with high penetration of volatile renewable energy. In this paper, the distributed multi-energy storage systems (MESSs) are integrated into the active distribution network to enhance the capability of voltage regulation by exploiting interactions among multi-energy loads. A novel distributed control strategy based on back-and-forth communication (BFC) framework is developed to optimally coordinate multiple MESSs for multi-time-step voltage regulation. To achieve the independent control of MESSs at each bus, the BFC is proposed to determine the global sensitivities of voltage violation in the whole network with respect to the power injection at each bus in only one-step iteration. These sensitivities updated in real time during BFC quantify the capability of the single MESS to mitigate voltage fluctuations across all buses, which can be used to individually inform the operation of each MESS. Distinct from traditional distributed control methods that achieve voltage regulation in a single timeslot, the proposed control strategy regulates MESSs in a multi-time-step manner to alleviate anticipated voltage violation in advance. The simulation based on a modified 11-bus radial distribution network demonstrates the effectiveness of the proposed distributed control strategy.
Published in: IEEE Transactions on Smart Grid ( Volume: 12, Issue: 3, May 2021)
Funding Agency:
College of Electrical Engineering, Zhejiang University, Hangzhou, China
Peng Yu received the B.Eng. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2018, where he is currently pursuing the Ph.D. degree.
He serves as a Research Assistant with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University. His research interests lie in optimization and operation of distribution systems and multienergy syste...Show More
Peng Yu received the B.Eng. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2018, where he is currently pursuing the Ph.D. degree.
He serves as a Research Assistant with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University. His research interests lie in optimization and operation of distribution systems and multienergy syste...View more
College of Electrical Engineering, Zhejiang University, Hangzhou, China
Can Wan (Member, IEEE) received the B.Eng. degree from Zhejiang University, Hangzhou, China, in 2008, and the Ph.D. degree from The Hong Kong Polytechnic University, Hong Kong, in 2015.
He serves as a Professor with the College of Electrical Engineering, Zhejiang University, Hangzhou, China. He was a Postdoctoral Fellow with the Department of Electrical Engineering, Tsinghua University, Beijing, China, and held research po...Show More
Can Wan (Member, IEEE) received the B.Eng. degree from Zhejiang University, Hangzhou, China, in 2008, and the Ph.D. degree from The Hong Kong Polytechnic University, Hong Kong, in 2015.
He serves as a Professor with the College of Electrical Engineering, Zhejiang University, Hangzhou, China. He was a Postdoctoral Fellow with the Department of Electrical Engineering, Tsinghua University, Beijing, China, and held research po...View more
College of Electrical Engineering, Zhejiang University, Hangzhou, China
State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macau SAR, China
Yonghua Song (Fellow, IEEE) received the B.Eng. and Ph.D. degrees from the Chengdu University of Science and Technology (now Sichuan University) and China Electric Power Research Institute in 1984 and 1989, respectively.
He is currently the Rector of University of Macau and the Director of State Key Laboratory of Internet of Things for Smart City, and also an Adjunct Professor with the Department of Electrical Engineering,...Show More
Yonghua Song (Fellow, IEEE) received the B.Eng. and Ph.D. degrees from the Chengdu University of Science and Technology (now Sichuan University) and China Electric Power Research Institute in 1984 and 1989, respectively.
He is currently the Rector of University of Macau and the Director of State Key Laboratory of Internet of Things for Smart City, and also an Adjunct Professor with the Department of Electrical Engineering,...View more
College of Electrical Engineering, Zhejiang University, Hangzhou, China
Yibao Jiang received the B.S. degree from Zhejiang University, Hangzhou, China, in 2015, where he is currently pursuing the Ph.D. degree with the College of Electrical Engineering.
He works with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University, as a Research Assistant. He also holds a Visiting Graduate position with the Laboratory for Information and Decision Syst...Show More
Yibao Jiang received the B.S. degree from Zhejiang University, Hangzhou, China, in 2015, where he is currently pursuing the Ph.D. degree with the College of Electrical Engineering.
He works with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University, as a Research Assistant. He also holds a Visiting Graduate position with the Laboratory for Information and Decision Syst...View more
Contents College of Electrical Engineering, Zhejiang University, Hangzhou, China
Peng Yu received the B.Eng. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2018, where he is currently pursuing the Ph.D. degree.
He serves as a Research Assistant with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University. His research interests lie in optimization and operation of distribution systems and multienergy systems, and distributed control.
Peng Yu received the B.Eng. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2018, where he is currently pursuing the Ph.D. degree.
He serves as a Research Assistant with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University. His research interests lie in optimization and operation of distribution systems and multienergy systems, and distributed control.View more
College of Electrical Engineering, Zhejiang University, Hangzhou, China
Can Wan (Member, IEEE) received the B.Eng. degree from Zhejiang University, Hangzhou, China, in 2008, and the Ph.D. degree from The Hong Kong Polytechnic University, Hong Kong, in 2015.
He serves as a Professor with the College of Electrical Engineering, Zhejiang University, Hangzhou, China. He was a Postdoctoral Fellow with the Department of Electrical Engineering, Tsinghua University, Beijing, China, and held research positions at the Technical University of Denmark, The Hong Kong Polytechnic University, and City University of Hong Kong. He was a Visiting Scholar with the Center for Electric Power and Energy, Technical University of Denmark, and Argonne National Laboratory, Lemont, IL, USA. His research interests include forecasting, renewable energy, active distribution network, integrated energy systems, and machine learning. He is an Associate Editor for the IEEE Systems Journal and the CSEE Journal of Power and Energy Systems.
Can Wan (Member, IEEE) received the B.Eng. degree from Zhejiang University, Hangzhou, China, in 2008, and the Ph.D. degree from The Hong Kong Polytechnic University, Hong Kong, in 2015.
He serves as a Professor with the College of Electrical Engineering, Zhejiang University, Hangzhou, China. He was a Postdoctoral Fellow with the Department of Electrical Engineering, Tsinghua University, Beijing, China, and held research positions at the Technical University of Denmark, The Hong Kong Polytechnic University, and City University of Hong Kong. He was a Visiting Scholar with the Center for Electric Power and Energy, Technical University of Denmark, and Argonne National Laboratory, Lemont, IL, USA. His research interests include forecasting, renewable energy, active distribution network, integrated energy systems, and machine learning. He is an Associate Editor for the IEEE Systems Journal and the CSEE Journal of Power and Energy Systems.View more
College of Electrical Engineering, Zhejiang University, Hangzhou, China
State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macau SAR, China
Yonghua Song (Fellow, IEEE) received the B.Eng. and Ph.D. degrees from the Chengdu University of Science and Technology (now Sichuan University) and China Electric Power Research Institute in 1984 and 1989, respectively.
He is currently the Rector of University of Macau and the Director of State Key Laboratory of Internet of Things for Smart City, and also an Adjunct Professor with the Department of Electrical Engineering, Tsinghua University, and the College of Electrical Engineering, Zhejiang University. He was awarded D.Sc., Honorary D.Eng., and Honorary D.Sc. by Brunel University, University of Bath, and University of Edinburgh, respectively. He is a Fellow of the Royal Academy of Engineering and a Foreign Member of Academia Europaea.
Yonghua Song (Fellow, IEEE) received the B.Eng. and Ph.D. degrees from the Chengdu University of Science and Technology (now Sichuan University) and China Electric Power Research Institute in 1984 and 1989, respectively.
He is currently the Rector of University of Macau and the Director of State Key Laboratory of Internet of Things for Smart City, and also an Adjunct Professor with the Department of Electrical Engineering, Tsinghua University, and the College of Electrical Engineering, Zhejiang University. He was awarded D.Sc., Honorary D.Eng., and Honorary D.Sc. by Brunel University, University of Bath, and University of Edinburgh, respectively. He is a Fellow of the Royal Academy of Engineering and a Foreign Member of Academia Europaea.View more
College of Electrical Engineering, Zhejiang University, Hangzhou, China
Yibao Jiang received the B.S. degree from Zhejiang University, Hangzhou, China, in 2015, where he is currently pursuing the Ph.D. degree with the College of Electrical Engineering.
He works with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University, as a Research Assistant. He also holds a Visiting Graduate position with the Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA. His research interests include optimization and control of distribution systems and multienergy systems.
Yibao Jiang received the B.S. degree from Zhejiang University, Hangzhou, China, in 2015, where he is currently pursuing the Ph.D. degree with the College of Electrical Engineering.
He works with the Smart Grid Operation and Optimization Laboratory, College of Electrical Engineering, Zhejiang University, as a Research Assistant. He also holds a Visiting Graduate position with the Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA. His research interests include optimization and control of distribution systems and multienergy systems.View more
