Distributed algorithms;
Games;
Energy management;
Resistance heating;
Turbines;
Optimization;
Nash equilibrium;
Distributed algorithm;
energy hub;
generalized Nash equilibrium (GNE);
integrated energy system (IES);
variational inequality (VI);
DEMAND RESPONSE;
POWER;
SIDE;
GAME;
OPTIMIZATION;
COMPUTATION;
STORAGE;
MODEL;
REAL;
D O I:
10.1109/TII.2019.2907714
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
The development of the cutting-edge technologies in cogeneration and trigeneration has led to a rapid transition toward integrated energy systems and the mushrooming of energy hubs, calling for effective energy management schemes. This paper proposes a distributed algorithm for autonomous energy management (AEM) of a cluster of residential energy hubs. Given the interactive behaviors of energy purchasing at the supply side, we treat each hub as a self-interested agent, and formulate the AEM problem of these hubs as a monotone generalized Nash game (MON-GNG). On one hand, there are global coupling constraints representing the supply limits of the input energy systems, which are imposed by the limited capacities of electrical feeders and natural gas pipelines, thus making it a GNG. On the other hand, the cost function of each hub is merely convex in its actions considering the input-to-output energy transformation inside and the impacts of the energy storage devices, which leads to an MON game. The existence of the generalized Nash equilibria (GNEs) of this MON-GNG can be theoretically guaranteed. Then, by reformulating the MON-GNG as a variational inequality problem with special decomposition structure, an efficient and single-loop distributed algorithm is then proposed for computing a GNE with clear economic interpretation based on an improved Tikhonov regularization technique. Principles of parameter selection that will guarantee convergence are suggested. Numeric simulations validate the convergence performance and effectiveness of the proposed algorithm.
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Atzeni, Italo
Ordonez, Luis G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Ordonez, Luis G.
Scutari, Gesualdo
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Elect Engn, Buffalo, NY 14260 USAUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Scutari, Gesualdo
Palomar, Daniel P.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R China
Hong Kong Univ Sci & Technol, Inst Adv Study, Kowloon, Hong Kong, Peoples R ChinaUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Palomar, Daniel P.
Fonollosa, Javier R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
机构:
Hong Kong Univ Sci & Technol, Elect & Comp Engn Dept, Hong Kong, Hong Kong, Peoples R ChinaUniv Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Deng, Ruilong
Xiao, Gaoxi
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Xiao, Gaoxi
Lu, Rongxing
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Lu, Rongxing
Chen, Jiming
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Atzeni, Italo
Ordonez, Luis G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Ordonez, Luis G.
Scutari, Gesualdo
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Elect Engn, Buffalo, NY 14260 USAUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Scutari, Gesualdo
Palomar, Daniel P.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R China
Hong Kong Univ Sci & Technol, Inst Adv Study, Kowloon, Hong Kong, Peoples R ChinaUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
Palomar, Daniel P.
Fonollosa, Javier R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, SpainUniv Politecn Catalunya Barcelona Tech, Signal Proc & Commun Grp, Barcelona 08034, Spain
机构:
Hong Kong Univ Sci & Technol, Elect & Comp Engn Dept, Hong Kong, Hong Kong, Peoples R ChinaUniv Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Deng, Ruilong
Xiao, Gaoxi
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Xiao, Gaoxi
Lu, Rongxing
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
Lu, Rongxing
Chen, Jiming
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R ChinaZhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China