Modeling Bilateral Electricity Markets: A Complex Network Approach

In electricity markets, a pool trading model with a power exchange pool is a typical market organization that attracts much more attention than a bilateral trading model. To date, quite a few papers have focused on bilateral trading models, particularly those under network constraints. This trend is due to the model's complexity in terms of the various trading patterns, reflecting the self-interested behavior of the market participants striving to find potentially profitable transactions. In this paper, we propose a new approach based on complex networks suitable for assessing different aspects of bilateral market. This work strives to analyze the bilateral trading patterns in the electricity markets where physical network constraints need to be considered for the feasible and secure operation of the power systems. The goal of the work is to find the stable network structures that can be used to anticipate possible bilateral transactions in the real market place and to provide a novel and applicable approach to studying the bilateral model in electricity markets. The proposed approach has been tested on several test systems in which the transmission network structure of the market that accommodates the transactions is considered. The proposed model is illustrated with examples using a four-bus test system, the IEEE 30-bus, and the IEEE 118-bus test systems.

[1]  Pascale Roux,et al.  A strategic model of complex networks formation , 2006 .

[2]  Leigh Tesfatsion,et al.  Agent-Based Computational Economics: Growing Economies From the Bottom Up , 2002, Artificial Life.

[3]  E. Bompard,et al.  Network constraint impacts on the competitive electricity markets under supply-side strategic bidding , 2006, IEEE Transactions on Power Systems.

[4]  Y. H. Song,et al.  A Coordinated Real-Time Optimal Dispatch Method for Unbundled Electricity Markets , 2002, IEEE Power Engineering Review.

[5]  Zuyi Li,et al.  Market Operations in Electric Power Systems : Forecasting, Scheduling, and Risk Management , 2002 .

[6]  S. Stoft Power System Economics: Designing Markets for Electricity , 2002 .

[7]  H. Happ Cost of wheeling methodologies , 1994 .

[8]  F. Galiana,et al.  Studies of bilateral contracts with respect to steady-state security in a deregulated environment , 1997, Proceedings of the 20th International Conference on Power Industry Computer Applications.

[9]  B. Gorenstin,et al.  Some fundamental, technical concepts about cost based transmission pricing , 1996 .

[10]  Jiuping Pan,et al.  Review of usage-based transmission cost allocation methods under open access , 2000 .

[11]  W. Arthur,et al.  Complexity and the economy , 2014, Science.

[12]  R. Axelrod,et al.  The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration , 1998 .

[13]  H. Singh,et al.  Introduction to game theory and its application in electric power markets , 1999 .

[14]  W. Arthur,et al.  The Economy as an Evolving Complex System II , 1988 .

[15]  J. H. Malinowski,et al.  Evaluation of Transmission Network Capacity Use for Wheeling Transactions , 1989, IEEE Power Engineering Review.

[16]  Derek W. Bunn,et al.  Model-Based Comparisons of Pool and Bilateral Markets for Electricity , 2000 .

[17]  S. Stoft Power System Economics: Designing Markets for Electricity , 2002 .

[18]  Fushuan Wen,et al.  Bilateral transaction bargaining between independent utilities under incomplete information , 2001 .

[19]  Benjamin F. Hobbs,et al.  Understanding how market power can arise in network competition: a game theoretic approach , 1999 .

[20]  P. Sotkiewicz,et al.  Allocation of fixed costs in distribution networks with distributed generation , 2006, IEEE Transactions on Power Systems.

[21]  M. Jackson,et al.  A Strategic Model of Social and Economic Networks , 1996 .

[22]  Jiuping Pan,et al.  An interval-based MADM approach to the identification of candidate alternatives in strategic resource planning , 2000 .

[23]  Haili Song,et al.  Nash Equilibrium Bidding Strategies in a Bilateral Electricity Market , 2002, IEEE Power Engineering Review.

[24]  E. Bompard,et al.  Congestion-management schemes: a comparative analysis under a unified framework , 2003 .

[25]  F. Galiana,et al.  Studies of bilateral contracts with respect to steady-state security in a deregulated environment [of electricity supply] , 1998 .

[26]  E. Bompard,et al.  The Demand Elasticity Impacts on the Strategic Bidding Behavior of the Electricity Producers , 2007, IEEE Transactions on Power Systems.

[27]  Loi Lei Lai,et al.  Power System Restructuring and Deregulation , 2001 .