TY - JOUR
T1 - Distributed Optimal Control of Energy Hubs for Micro-Integrated Energy Systems
AU - Qu, Ming
AU - DIng, Tao
AU - Jia, Wenhao
AU - Zhu, Shanying
AU - Yang, Yongheng
AU - Blaabjerg, Frede
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2021/4
Y1 - 2021/4
N2 - Integrated energy systems become more and more important to realize the energy complementary property. Micro-integrated energy system, served as the terminal integrated energy system, will have the electricity delivered directly to the local customers by energy hubs (EHs). Here, the data and information of the EHs during the operation are confidential and should be kept by each owner. Therefore, this article designs a dual-decomposition-based distributed algorithm to address this problem, where the optimal consensus problem is used for the dual problem to update the multipliers. The primary and dual problems are alternatively solved until the Karush-Kuhn-Tucher condition is satisfied. For the proposed distributed algorithm, the feasibility can be strictly guaranteed during the iteration process. Moreover, theorems and lemmas are proved for the linear convergence rate. The numerical results verify the effectiveness of the proposed algorithm.
AB - Integrated energy systems become more and more important to realize the energy complementary property. Micro-integrated energy system, served as the terminal integrated energy system, will have the electricity delivered directly to the local customers by energy hubs (EHs). Here, the data and information of the EHs during the operation are confidential and should be kept by each owner. Therefore, this article designs a dual-decomposition-based distributed algorithm to address this problem, where the optimal consensus problem is used for the dual problem to update the multipliers. The primary and dual problems are alternatively solved until the Karush-Kuhn-Tucher condition is satisfied. For the proposed distributed algorithm, the feasibility can be strictly guaranteed during the iteration process. Moreover, theorems and lemmas are proved for the linear convergence rate. The numerical results verify the effectiveness of the proposed algorithm.
KW - Distributed optimal control
KW - dual decomposition (DD)
KW - energy hubs (EHs)
KW - micro-integrated energy systems (m-IESs)
UR - https://www.scopus.com/pages/publications/85103179201
U2 - 10.1109/TSMC.2020.3012113
DO - 10.1109/TSMC.2020.3012113
M3 - 文章
AN - SCOPUS:85103179201
SN - 2168-2216
VL - 51
SP - 2145
EP - 2158
JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems
JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems
IS - 4
M1 - 9165936
ER -