Multi-Agent Simulation of Continental, Regional, and Micro Electricity Markets

被引:9
作者
Santos, Gabriel [1 ]
Pinto, Tiago [1 ]
Morais, Hugo [1 ]
Vale, Zita [1 ]
Praca, Isabel [1 ]
机构
[1] Polytech Porto ISEP IPP, Inst Engn, GECAD Knowledge Engn & Decis Support Res Grp, P-4200072 Oporto, Portugal
来源
2012 23RD INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA) | 2012年
关键词
Continental Electricity Markets; Micro Electricity Markets; Multi-Agent Simulation; Regional Electricity Markets; SYSTEM;
D O I
10.1109/DEXA.2012.78
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Renewable based power generation has significantly increased over the last years. However, this process has evolved separately from electricity markets, leading to an inadequacy of the present market models to cope with huge quantities of renewable energy resources, and to take full advantage of the presently existing and the increasing envisaged renewable based and distributed energy resources. This paper proposes the modelling of electricity markets at several levels (continental, regional and micro), taking into account the specific characteristics of the players and resources involved in each level and ensuring that the proposed models accommodate adequate business models able to support the contribution of all the resources in the system, from the largest to the smaller ones. The proposed market models are integrated in MASCEM (Multi-Agent Simulator of Competitive Electricity Markets), using the multi agent approach advantages for overcoming the current inadequacy and significant limitations of the presently existing electricity market simulators to deal with the complex electricity market models that must be adopted.
引用
收藏
页码:331 / 335
页数:5
相关论文
共 16 条
[1]   Day-ahead electricity price forecasting by modified relief algorithm and hybrid neural network [J].
Amjady, N. ;
Daraeepour, A. ;
Keynia, F. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2010, 4 (03) :432-444
[2]  
[Anonymous], 1982, Game theory
[3]  
Euroelectric, 2010, PATH REG EL MARK PAN
[4]   Status and perspectives of renewable energy policy and deployment in the European Union-What is needed to reach the 2020 targets? [J].
Klessmann, Corinna ;
Held, Anne ;
Rathmann, Max ;
Ragwitz, Mario .
ENERGY POLICY, 2011, 39 (12) :7637-7657
[5]  
Korb K. B., 2011, COM SCI DAT
[6]  
Koritarov V. S., 2004, IEEE Power & Energy Magazine, V2, P39, DOI 10.1109/MPAE.2004.1310872
[7]  
Li HY, 2009, J ENERGY MARKETS, V2, P111
[8]   A new approach for multi-agent coalition formation and management in the scope of electricity markets [J].
Pinto, T. ;
Morais, H. ;
Oliveira, P. ;
Vale, Z. ;
Praca, I. ;
Ramos, C. .
ENERGY, 2011, 36 (08) :5004-5015
[9]  
Pinto T., 2011, IEEE S SERIES COMPUT
[10]   MASCEM:: A multiagent system that simulates competitive electricity markets [J].
Praça, I ;
Ramos, C ;
Vale, Z ;
Cordeiro, M .
IEEE INTELLIGENT SYSTEMS, 2003, 18 (06) :54-60