Transmission Expansion Planning using Goal Attainment & GA

Power system restructuring and deregulation introduces new functions the so-called open access to transmission network for transmission system providers. Transmission system operators are dealing with facilitating more room for electric power transfer. Transmission expansion is a crucial issue especially it can help competition under new scheme of power system reform. There is only a very limited capability in controlling this natural tendency of power flows, while transmission expansion is a major task in terms of long-term planning to meet load demand growth. There are some researches in the filed of transmission expansion planning, while in this paper a hybridization of real GA associated with goal attainment method (CORGA) is developed as a constrained multi-objective optimization problem. Case studies and results analysis show the effectiveness of the proposed methodology.

[1]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[2]  D. J. Hill,et al.  A New Strategy for Transmission Expansion in Competitive Electricity Markets , 2002, IEEE Power Engineering Review.

[3]  Li-Xin Wang,et al.  A Course In Fuzzy Systems and Control , 1996 .

[4]  M.J. Rider,et al.  Transmission Network Expansion Planning Considering Uncertainty in Demand , 2006, IEEE Transactions on Power Systems.

[5]  Fushuan Wen,et al.  Transmission investment and expansion planning in a restructured electricity market , 2006 .

[6]  R. C. G. Teive,et al.  A cooperative expert system for transmission expansion planning of electrical power systems , 1998 .

[7]  A. Monticelli,et al.  Test systems and mathematical models for transmission network expansion planning , 2002 .

[8]  R.A. Gallego,et al.  Multistage and coordinated planning of the expansion of transmission systems , 2004, IEEE Transactions on Power Systems.

[9]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[10]  Ruben Romero,et al.  Transmission system expansion planning by an extended genetic algorithm , 1998 .

[11]  A. El-Keib,et al.  A fuzzy branch and bound-based transmission system expansion planning for the highest satisfaction level of the decision maker , 2005, IEEE Transactions on Power Systems.

[12]  M. A. Laughton,et al.  Expert system applications in power systems , 1990 .