Optimal Distributed ADMM-Based control for Frequency Synchronization in Isolated AC Microgrids


报告主题:Optimal Distributed ADMM-Based control for Frequency Synchronization in Isolated AC Microgrids

报告人:Prof. Chia-Chi Chu

会议时间:1125周五) 16:00




Personal Profile:

Chia-Chi Chu received B.S. and M.S. degrees from National Taiwan University, in 1987 and 1989 respectively, and a Ph.D. from Cornell University, in 1996, all in electrical engineering. From 1995 to 1996, he was a member of the Technical Staff at Avant Corporation. From 1996 to 2006, he was а faculty member of electrical engineering at Chang Gung University. He was a visiting scholar at the University of California at Berkeley, and the University of Sydney, Nanyang Technological University in 1999, 2014, and 2019 respectively. Since 2006, he has been a faculty member of electrical engineering at National Tsing Hua University, and is currently a professor. His current research interests include power system stability and microgrid control.

Dr. Chu was the recipient of the Outstanding Research Award from the Ministry of Science and Technology (MOST), in 2020, Outstanding Professor of Electrical Engineering Award from the Chinese Institute of Electrical Engineering, 2021. He is currently a Senior Member of IEEE, director of IEEE Taipei Section, and an Associate Editor for IEEE Trans. On Power Systems, Int. Trans. Electrical Energy Systems, and Int. J. of Electrical Engineering.


To restrict transient dynamics of each distributed generator (DG) in isolated AC micro-grids (MGs), an optimal distributed alternating direction method of multiplier (ADMM)- based control scheme, will be explored for achieving frequency synchronization within a given finite horizon. By introducing the consensus variable, we re-phrase the frequency synchronization problem as a linear quadratic tracking problem under the framework of multi-agent systems. The objective function of each individual DG is defined as the accumulation of quadratic frequency errors and quadratic inputs. Since the consensus variable is also part of the decision variable, more flexibility can be gained in developing the optimal distributed ADMM-based algorithm within a finite horizon. Since the direct extension of ADMM for static optimization cannot be fully distributed, a fully distributed ADMM-based control is developed by exploring the optimal distributed control theory in each DG. To validate the performance of the proposed method, real-time simulations on OPAL-RT are conducted to validate the effectiveness of the proposed optimal distributed ADMM- based control strategy even under large load variations and plug- and-play operations of DGs.

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