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Hybrid DE-SQP Method for Solving Combined Heat and Power Dynamic Economic Dispatch Problem

机译:混合DE-SQP方法求解热电联产动态经济调度问题

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摘要

Combined heat and power dynamic economic dispatch (CHPDED) plays a key role in economic operation of power systems. CHPDED determines the optimal heat and power schedule of committed generating units by minimizing the fuel cost under ramp rate constraints and other constraints. Due to complex characteristics, heuristic and evolutionary based optimization approaches have became effective tools to solve the CHPDED problem. This paper proposes hybrid differential evolution (DE) and sequential quadratic programming (SQP) to solve the CHPDED problem with nonsmooth and nonconvex cost function due to valve point effects. DE is used as a global optimizer and SQP is used as a fine tuning to determine the optimal solution at the final. The proposed hybrid DE-SQP method has been tested and compared to demonstrate its effectiveness.
机译:热电联产动态经济调度(CHPDED)在电力系统的经济运行中起着关键作用。 CHPDED通过在斜坡率约束和其他约束条件下将燃料成本降至最低,来确定已承诺发电机组的最佳热力和功率计划。由于特性复杂,基于启发式和进化的优化方法已成为解决CHPDED问题的有效工具。本文提出了混合差分演化(DE)和顺序二次规划(SQP)来解决由于阀点效应而具有非光滑和非凸成本函数的CHPDED问题。 DE用作全局优化器,SQP用作微调,以最终确定最佳解决方案。提议的混合DE-SQP方法已经过测试和比较,以证明其有效性。

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  • 来源
    《Mathematical Problems in Engineering》 |2013年第10期|982305.1-982305.7|共7页
  • 作者单位

    Department of Mathematics, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah 21589, Saudi Arabia,Department of Mathematics, Faculty of Science, Al-Azhar University, Assiut 71511, Egypt;

    Centre of New Energy Systems, Department of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria 0002, South Africa;

    Department of Mathematics, Faculty of Science, Al-Azhar University, Assiut 71511, Egypt;

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