2022 IEEE 17TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION, ICCA
|
2022年
关键词:
Energy management systems;
adjustable power;
distributed optimization;
mixed-integer linear programming;
D O I:
10.1109/ICCA54724.2022.9831969
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
This paper studies optimal scheduling of multiple microgrids using distributed coordination algorithms. Each microgrid is controlled by an individual agent using mixed-integer linear programming (MILP). The algorithm is designed towards a two-level microgrid community (MGC) structure, where the exchange power is adjusted several times through information communication between the upper-level agent and lower-level agents to minimize the operation cost. In the paper, an overview of the system model is first given, followed by a description of the distributed coordination algorithm in detail incorporating the mathematical modeling of the problem. A simulation study of the algorithm is performed based on a real MGC system. We found that the distributed coordination algorithm with multiple iterations can make the operation cost of the MGC system closer to the centralized result if appropriate parameter values are selected. Compared with other hierarchical energy management methods, our approach can achieve a lower cost.
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Du, Yigao
Wu, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Wu, Jing
Li, Shaoyuan
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Li, Shaoyuan
Long, Chengnian
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Long, Chengnian
Paschalidis, Ioannis Ch
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Boston Univ, Div Syst Engn, Boston, MA 02215 USAShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
机构:
Univ Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
Shi, Wenbo
Xie, Xiaorong
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
Xie, Xiaorong
Chu, Chi-Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
Chu, Chi-Cheng
Gadh, Rajit
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Tian, Peigen
Xiao, Xi
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Xiao, Xi
Wang, Kui
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Wang, Kui
Ding, Ruoxing
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
机构:
Northwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R ChinaNorthwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R China
Xing, Xiaowen
Xie, Lili
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R ChinaNorthwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R China
Xie, Lili
Meng, Hongmin
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Informat & Telecommun Grp Co Ltd, Beijing 102211, Peoples R China
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorthwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R China
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Du, Yigao
Wu, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Wu, Jing
Li, Shaoyuan
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Li, Shaoyuan
Long, Chengnian
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, Key Lab Syst Control & Informat Proc, Minist Educ, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
Long, Chengnian
Paschalidis, Ioannis Ch
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
Boston Univ, Div Syst Engn, Boston, MA 02215 USAShanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
机构:
Univ Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
Shi, Wenbo
Xie, Xiaorong
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
Xie, Xiaorong
Chu, Chi-Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
Chu, Chi-Cheng
Gadh, Rajit
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Smart Grid Energy Res Ctr, Los Angeles, CA 90095 USA
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Tian, Peigen
Xiao, Xi
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Xiao, Xi
Wang, Kui
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
Wang, Kui
Ding, Ruoxing
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
机构:
Northwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R ChinaNorthwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R China
Xing, Xiaowen
Xie, Lili
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R ChinaNorthwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R China
Xie, Lili
Meng, Hongmin
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Informat & Telecommun Grp Co Ltd, Beijing 102211, Peoples R China
North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorthwestern Polytech Univ, Dept Elect Engn, Xian 710072, Peoples R China