Abstract:
To address microgrid tie flow errors caused by wind generation variability, this paper proposes and develops a multi-time scale coordinated control and scheduling strateg...Show MoreMetadata
Abstract:
To address microgrid tie flow errors caused by wind generation variability, this paper proposes and develops a multi-time scale coordinated control and scheduling strategy for inverter-based thermostatically controlled loads (TCLs). First, in hour-time scale, inverter-based TCLs with adjusting temperature set-point are modeled as virtual generators to compensate tie flow deviations in the day-ahead plan. Next, in minute-time scale, virtual batteries representing operating behaviors of inverter -based TCLs with frequency control are scheduled determined by the control of virtual generators in hour-time scale. The virtual batteries are scheduled to smooth out tie flow errors corresponding to day-ahead plan and hour-time scale schedules. The multi-time scale control methods are coordinated to employ the response potential of inverter-based TCLs and response curve-based methods are proposed to control inverter-based TCLs considering the customer privacy. The multi-time scale stochastic schedules which are based on response curves of inverter-based TCLs are coordinated to accommodate wind generation variability. Simulation results demonstrate that the microgrid tie flow errors are effectively mitigated by the proposed multi-time scale coordinated control and scheduling of inverter-based TCLs.
Published in: IEEE Transactions on Sustainable Energy ( Volume: 12, Issue: 1, January 2021)
Funding Agency:
Department of Electronics and Communication Engineering, University of Central Florida, Orlando, FL, USA
Meng Song received the B.S. degree from Southeast University, Nanjing, China, in 2012, the M.S. degree from the Harbin Institute of Technology, Harbin, China, in 2014, and the Ph.D. degree from Southeast University, in 2018. She was a Visiting Scholar with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA, from 2017 to 2018. Since November 2018, she has been with th...Show More
Meng Song received the B.S. degree from Southeast University, Nanjing, China, in 2012, the M.S. degree from the Harbin Institute of Technology, Harbin, China, in 2014, and the Ph.D. degree from Southeast University, in 2018. She was a Visiting Scholar with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA, from 2017 to 2018. Since November 2018, she has been with th...View more
Department of Electronics and Communication Engineering, University of Central Florida, Orlando, FL, USA
Wei Sun received the Ph.D. degree in electrical engineering from Iowa State University, Ames, IA, USA, in 2011. He is currently an Assistant Professor with the Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA. His research interests include power system restoration, smart grid operation and control, and cyber-physical system resilience and security.
Wei Sun received the Ph.D. degree in electrical engineering from Iowa State University, Ames, IA, USA, in 2011. He is currently an Assistant Professor with the Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA. His research interests include power system restoration, smart grid operation and control, and cyber-physical system resilience and security.View more
Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA
Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, Saudi Arabia
Mohammad Shahidehpour (Fellow, IEEE) received the Honorary Doctorate from the Polytechnic University of Bucharest, Bucharest, Romania. He is the Bodine Chair Professor and Director of the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. He was the recipient of the IEEE PES Ramakumar Family Renewable Energy Excellence Award, IEEE PES Douglas M. Staszesky Distribution A...Show More
Mohammad Shahidehpour (Fellow, IEEE) received the Honorary Doctorate from the Polytechnic University of Bucharest, Bucharest, Romania. He is the Bodine Chair Professor and Director of the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. He was the recipient of the IEEE PES Ramakumar Family Renewable Energy Excellence Award, IEEE PES Douglas M. Staszesky Distribution A...View more
Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA
Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, Saudi Arabia
Mingyu Yan (Student Member, IEEE) received the B.S. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2016 and the master's degree from the Huazhong University of Science and Technology, Wuhan, China, in 2018. He is currently working toward the Ph.D. degree with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. His research...Show More
Mingyu Yan (Student Member, IEEE) received the B.S. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2016 and the master's degree from the Huazhong University of Science and Technology, Wuhan, China, in 2018. He is currently working toward the Ph.D. degree with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. His research...View more
Electrical Engineering Department, Southeast University, Nanjing, Jiangsu Province, China
Ciwei Gao received the M.Eng. degree in electrical engineering from Wuhan University, Wuhan, China, in 2002. He received the Ph.D. degree in electrical engineering from Shanghai Jiaotong Univertisty, Shanghai, China, and Polytecnico di Torino, Torino, Italy, in 2006. He is currently a Professor with the School of Electrical Engineering, Southeast University, Nanjing, China. His research interests include electricity marke...Show More
Ciwei Gao received the M.Eng. degree in electrical engineering from Wuhan University, Wuhan, China, in 2002. He received the Ph.D. degree in electrical engineering from Shanghai Jiaotong Univertisty, Shanghai, China, and Polytecnico di Torino, Torino, Italy, in 2006. He is currently a Professor with the School of Electrical Engineering, Southeast University, Nanjing, China. His research interests include electricity marke...View more
Contents Department of Electronics and Communication Engineering, University of Central Florida, Orlando, FL, USA
Meng Song received the B.S. degree from Southeast University, Nanjing, China, in 2012, the M.S. degree from the Harbin Institute of Technology, Harbin, China, in 2014, and the Ph.D. degree from Southeast University, in 2018. She was a Visiting Scholar with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA, from 2017 to 2018. Since November 2018, she has been with the Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA as a Postdoctoral Researcher. Her research interests include demand side management, smart grid modeling and control, power system resilience.
Meng Song received the B.S. degree from Southeast University, Nanjing, China, in 2012, the M.S. degree from the Harbin Institute of Technology, Harbin, China, in 2014, and the Ph.D. degree from Southeast University, in 2018. She was a Visiting Scholar with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA, from 2017 to 2018. Since November 2018, she has been with the Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA as a Postdoctoral Researcher. Her research interests include demand side management, smart grid modeling and control, power system resilience.View more
Department of Electronics and Communication Engineering, University of Central Florida, Orlando, FL, USA
Wei Sun received the Ph.D. degree in electrical engineering from Iowa State University, Ames, IA, USA, in 2011. He is currently an Assistant Professor with the Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA. His research interests include power system restoration, smart grid operation and control, and cyber-physical system resilience and security.
Wei Sun received the Ph.D. degree in electrical engineering from Iowa State University, Ames, IA, USA, in 2011. He is currently an Assistant Professor with the Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA. His research interests include power system restoration, smart grid operation and control, and cyber-physical system resilience and security.View more
Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA
Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, Saudi Arabia
Mohammad Shahidehpour (Fellow, IEEE) received the Honorary Doctorate from the Polytechnic University of Bucharest, Bucharest, Romania. He is the Bodine Chair Professor and Director of the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. He was the recipient of the IEEE PES Ramakumar Family Renewable Energy Excellence Award, IEEE PES Douglas M. Staszesky Distribution Automation Award, IEEE PES Outstanding Power Engineering Educator Award, and IEEE PES T. Burke Hayes Faculty Recognition Award for his contributions to hydrokinetics. He is a member of the US National Academy of Engineering.
Mohammad Shahidehpour (Fellow, IEEE) received the Honorary Doctorate from the Polytechnic University of Bucharest, Bucharest, Romania. He is the Bodine Chair Professor and Director of the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. He was the recipient of the IEEE PES Ramakumar Family Renewable Energy Excellence Award, IEEE PES Douglas M. Staszesky Distribution Automation Award, IEEE PES Outstanding Power Engineering Educator Award, and IEEE PES T. Burke Hayes Faculty Recognition Award for his contributions to hydrokinetics. He is a member of the US National Academy of Engineering.View more
Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA
Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, Saudi Arabia
Mingyu Yan (Student Member, IEEE) received the B.S. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2016 and the master's degree from the Huazhong University of Science and Technology, Wuhan, China, in 2018. He is currently working toward the Ph.D. degree with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. His research interests include power system operation and planning, multiple energy system integration, and power system reliability.
Mingyu Yan (Student Member, IEEE) received the B.S. degree from the College of Electrical Engineering, Zhejiang University, Hangzhou, China, in 2016 and the master's degree from the Huazhong University of Science and Technology, Wuhan, China, in 2018. He is currently working toward the Ph.D. degree with the Robert W. Galvin Center for Electricity Innovation, Illinois Institute of Technology, Chicago, IL, USA. His research interests include power system operation and planning, multiple energy system integration, and power system reliability.View more
Electrical Engineering Department, Southeast University, Nanjing, Jiangsu Province, China
Ciwei Gao received the M.Eng. degree in electrical engineering from Wuhan University, Wuhan, China, in 2002. He received the Ph.D. degree in electrical engineering from Shanghai Jiaotong Univertisty, Shanghai, China, and Polytecnico di Torino, Torino, Italy, in 2006. He is currently a Professor with the School of Electrical Engineering, Southeast University, Nanjing, China. His research interests include electricity market, demand side management and power system planning.
Ciwei Gao received the M.Eng. degree in electrical engineering from Wuhan University, Wuhan, China, in 2002. He received the Ph.D. degree in electrical engineering from Shanghai Jiaotong Univertisty, Shanghai, China, and Polytecnico di Torino, Torino, Italy, in 2006. He is currently a Professor with the School of Electrical Engineering, Southeast University, Nanjing, China. His research interests include electricity market, demand side management and power system planning.View more
