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- W2355008002 abstract "Unit commitment is a typical non-linear hybrid integer programming problem. In this article, existing unit commitment optimization methods are analyzed. To solve current problems such as over use of penalty functions, poor global searching ability and slow convergence speed, a scale combination algorithm applied to unit commitment is put forward. Based on the scale concept, the algorithm first transforms the discrete start-stop matrix into a continuous one to solve the discrete variable serialization problem. Then the use of penalty function is reduced by limiting value range to meet the generating unit output size constraint and unit climbing speed constraint, and the algorithm convergence speed is improved. Finally, through the delay preferred and weakening global learning, the algorithm achieves better global searching ability and improved accuracy. Results of calculation examples show that the solution of the presented algorithm presents higher convergence speed and better global optimizing ability, draws better unit combination plan, and can solve the unit commitment problem better." @default.
- W2355008002 created "2016-06-24" @default.
- W2355008002 creator A5025549197 @default.
- W2355008002 date "2013-01-01" @default.
- W2355008002 modified "2023-09-26" @default.
- W2355008002 title "A Scale Combination Algorithm for Power System Unit Commitment" @default.
- W2355008002 hasPublicationYear "2013" @default.
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