Coordination of Electric Thermal Systems for Distributed Demand-Side Management: A Gossip-based Cooperative Approach

被引:0
作者
Franceschelli, Mauro [1 ]
Gasparri, Andrea [2 ]
Pisano, Alessandro [1 ]
机构
[1] Univ Cagliari, Dept Elect & Elect Engn, Piazza DArmi, I-09123 Cagliari, Italy
[2] Roma Tre Univ, Dept Engn, I-00146 Rome, Italy
来源
2016 EUROPEAN CONTROL CONFERENCE (ECC) | 2016年
关键词
DECENTRALIZED CONTROL; ALGORITHMS; LOADS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we propose a distributed and cooperative approach to address the problem of coordinating the electric power demand of electric thermal systems in an urban environment. We model the network of electric thermal systems as a multi-agent system where each agent has only access to local information and ignores any global data such as the state of the whole network or its topology. Furthermore, no central coordinator or aggregator of information is assumed to exist. The proposed method is based on the design of a randomized and asynchronous gossip-based local interaction policy among heterogeneous devices interconnected by a communication peer to-peer network over the internet. We provide preliminary formal results on the convergence properties of the approach and numerical simulations to validate the performance of the proposed method.
引用
收藏
页码:623 / 630
页数:8
相关论文
共 24 条
[1]  
Alizadeh M, 2012, IEEE DECIS CONTR P, P3666, DOI 10.1109/CDC.2012.6426122
[2]   Demand-Side Management in the Smart Grid [J].
Alizadeh, Mahnoosh ;
Li, Xiao ;
Wang, Zhifang ;
Scaglione, Anna ;
Melton, Ronald .
IEEE SIGNAL PROCESSING MAGAZINE, 2012, 29 (05) :55-67
[3]   A Game Theoretic Model for Smart Grids Demand Management [J].
Belhaiza, Slim ;
Baroudi, Uthman .
IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (03) :1386-1393
[4]   Randomized gossip algorithms [J].
Boyd, Stephen ;
Ghosh, Arpita ;
Prabhakar, Balaji ;
Shah, Devavrat .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (06) :2508-2530
[5]  
Braslavsky Julio H., 2013, 2013 IEEE 52nd Annual Conference on Decision and Control (CDC), P6274, DOI 10.1109/CDC.2013.6760881
[6]  
Diduch C., 2012, Proceedings of the 2012 IEEE 7th International Power Electronics and Motion Control Conference (ECCE 2012), P128, DOI 10.1109/IPEMC.2012.6258873
[7]   Fast discrete consensus based on gossip for makespan minimization in networked systems [J].
Franceschelli, Mauro ;
Giua, Alessandro ;
Seatzu, Carla .
AUTOMATICA, 2015, 56 :60-69
[8]   Gossip-Based Centroid and Common Reference Frame Estimation in Multiagent Systems [J].
Franceschelli, Mauro ;
Gasparri, Andrea .
IEEE TRANSACTIONS ON ROBOTICS, 2014, 30 (02) :524-531
[9]   Gossip algorithms for heterogeneous multi-vehicle routing problems [J].
Franceschelli, Mauro ;
Rosa, Daniele ;
Seatzu, Carla ;
Bullo, Francesco .
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2013, 10 :156-174
[10]   A Gossip-Based Algorithm for Discrete Consensus Over Heterogeneous Networks [J].
Franceschelli, Mauro ;
Giua, Alessandro ;
Seatzu, Carla .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (05) :1244-1249