A simulated annealing method for solving multi-area unit commitment problem in deregulated environment

K. Venkatesan, D. A. Rajan
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引用次数: 7

Abstract

This paper presents a new approach to solve the multi-area unit commitment problem (MAUC) in deregulated environment using a simulated annealing method. The objective of this paper is to maximizing or minimize the operating cost among generating companies (GENCO'S) in multiple areas that are interconnected via tie-lines. Joint operation of generation resources can result in significant operational cost savings. The simulated annealing method is used to solve multi area unit commitment problem, allocated generation for each area and find the operating cost of generation for each hour. Power transfer between the areas through tie lines depends upon the operating cost of generation at each hour and tie line transfer limits. The tie line transfer limits were considered as a set of constraints during the optimization process to ensure system security and reliability. The overall algorithm can be implemented on an IBM-PC, which can process a fairly large system in a reasonable period of time. Experimental results shows the application of this method have the potential to solve multi area power generation scheduling in deregulated electricity market.
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解禁环境下多区域机组承诺问题的模拟退火方法
本文提出了一种利用模拟退火方法求解非管制环境下多区域机组承诺问题的新方法。本文的目标是最大化或最小化发电公司(GENCO'S)之间的运营成本,在多个地区,通过联络线互联。发电资源的联合运行可以显著节省运行成本。采用模拟退火方法求解多区域机组承诺问题,为每个区域分配发电量,并求出每小时发电量的运行成本。区域间通过联络线的电力传输取决于每小时发电的运行成本和联络线的传输限制。在优化过程中,为了保证系统的安全性和可靠性,将联络线传输限制作为一组约束。整个算法可以在IBM-PC上实现,IBM-PC可以在合理的时间内处理相当大的系统。实验结果表明,该方法具有解决电力市场放松管制下多区域发电调度问题的潜力。
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