TY - GEN
T1 - Distributed Convex Optimization-Based Control for Distribution Power Loss Minimization of Islanded Three-Phase AC Microgrids
AU - Jiang, Yajie
AU - Yang, Yun
AU - Tan, Siew Chong
AU - Hui, Shu Yuen Ron
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/5/24
Y1 - 2021/5/24
N2 - In this paper, the distribution power loss of islanded three-phase AC microgrids comprising both line loss and power converter loss is modelled as a quadratic function of current allocation coefficients, which is a convex function with constraints. Using the on-line convex optimization theory, a distributed gradient descent algorithm is adopted for searching the optimal current allocation coefficients of distributed energy resources (DERs) for distribution loss minimization. By adopting the average reactive power sharing scheme, the proposed control strategy is can obtain the optimal power allocation coefficients for minimizing the distribution power loss of AC microgrids in real time. Then, an improved adaptive droop control strategy is proposed to allocate output active power and reactive power of DERs for achieving the given current-sharing rate. In this way, the real-time efficiency optimization control of AC microgrid can be realized, regardless of line resistance and load variations. The effectiveness of the proposed control strategy is validated by simulation-based case studies.
AB - In this paper, the distribution power loss of islanded three-phase AC microgrids comprising both line loss and power converter loss is modelled as a quadratic function of current allocation coefficients, which is a convex function with constraints. Using the on-line convex optimization theory, a distributed gradient descent algorithm is adopted for searching the optimal current allocation coefficients of distributed energy resources (DERs) for distribution loss minimization. By adopting the average reactive power sharing scheme, the proposed control strategy is can obtain the optimal power allocation coefficients for minimizing the distribution power loss of AC microgrids in real time. Then, an improved adaptive droop control strategy is proposed to allocate output active power and reactive power of DERs for achieving the given current-sharing rate. In this way, the real-time efficiency optimization control of AC microgrid can be realized, regardless of line resistance and load variations. The effectiveness of the proposed control strategy is validated by simulation-based case studies.
KW - AC microgrid
KW - Convex optimization
KW - distributed energy resource (DER)
KW - distribution loss
KW - Lagrange multiplier
UR - http://www.scopus.com/inward/record.url?scp=85114208944&partnerID=8YFLogxK
U2 - 10.1109/ECCE-Asia49820.2021.9479325
DO - 10.1109/ECCE-Asia49820.2021.9479325
M3 - Conference article published in proceeding or book
AN - SCOPUS:85114208944
T3 - Proceedings of the Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021
SP - 515
EP - 520
BT - Proceedings of the Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE Energy Conversion Congress and Exposition - Asia, ECCE Asia 2021
Y2 - 24 May 2021 through 27 May 2021
ER -