Unit Commitment Considering Generator Outages Through A Mixed-Integer Particle Swarm Optimization Algorithm Conference Paper uri icon

abstract

  • The optimum economic operation and planning of electric power generation systems occupies a crucial position in the electric power industry. Unit commitment (UC) is an important function in generation resource management. Moreover, it is nowadays critical to incorporate reliability analysis of the power system into its design of operation strategy. For this purpose, equipment malfunction or failure should be considered in unit commitment. In this paper, first the model for UC considering generator outages is formulated, where the reliability requirement is incorporated into the spinning reserve constraint in the optimization design. Then, a mixed binary- and real-coded particle swarm optimization (PSO) is developed to locate the optimum generation combination. A 10-generator test power system is used to verify the effectiveness of the proposed approach along the 24-hour planning horizon. A comparative study is also conducted to examine the impact of reliability constraint on the optimal solution obtained. 2006 IEEE.

name of conference

  • 2006 IEEE Region 5 Conference

published proceedings

  • 2006 IEEE Region 5 Conference

author list (cited authors)

  • Wang, L., & Singh, C.

citation count

  • 2

complete list of authors

  • Wang, Lingfeng||Singh, Chanan

publication date

  • April 2006