Thermal Unit Commitment using FLAC guided modified dynamic programming approach

S. Muralidharan, V. M. Kumar, A. Baalavignesh
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引用次数: 7

Abstract

This paper presents a modified form of Dynamic Programming for solving Unit Commitment problem which encompass pre-dispatch and economic dispatch sub problems. The predispatch sub problem in UC is solved by unit classification based on Full Load Average production Cost. Solution for second sub problem is obtained using the modified form of DP. Modified form of dynamic programming technique suggested by this paper provides the generation schedule of individual generators in an analytical form even for a large number of variables without the traditional Lagrangian form. 10-generator system is tested using this algorithm for 24-hour scheduling horizon and the test result is compared with various other techniques. The result analysis exhibit the superiority of the proposed method.
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使用FLAC指导的改进动态规划方法进行热单元承诺
本文提出了一种改进的动态规划形式,用于解决包含预调度和经济调度子问题的机组承诺问题。采用基于满负荷平均生产成本的单元分类方法解决了协同作业中的预调度子问题。利用改进的DP形式,得到了第二个子问题的解。本文提出的改进形式的动态规划技术,在没有传统拉格朗日形式的情况下,即使对于大量变量,也能以解析形式给出单个发生器的生成计划。利用该算法对10台发电机组进行了24小时调度水平的测试,并将测试结果与其他各种技术进行了比较。结果分析表明了该方法的优越性。
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