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Multiobjective-based optimal allocation scheme for load frequency control

机译:基于多目标的负荷频率控制最优分配方案

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摘要

Load frequency control (LFC) is essential for power system frequency stability. With the development of new technology, more components (eg, storage system) can be applied for frequency control. These components possess different characteristics, leading to varied performance for different allocation scheme (allocation coefficients). This paper deals with optimal allocation scheme for LFC considering both control performance and regulation cost. The optimal allocation scheme is modelled by a multiobjective optimization problem containing area control error index and regulation cost index. Nondominated sorting genetic algorithm II is used to calculate the Pareto optimal solutions. The optimal allocation scheme is thus obtained from the Pareto optimal solutions based on the rank of the load variation. The simulation results show that multiobjective�based optimal allocation scheme can sufficiently consider the LFC control performance and regulation cost and produce better overall performance under different operating circumstances compared with conventional allocation scheme.
机译:负载频率控制(LFC)对于电力系统频率稳定至关重要。随着新技术的发展,更多的组件(例如存储系统)可以应用于频率控制。这些组件具有不同的特性,从而导致不同分配方案(分配系数)的性能有所不同。本文考虑了控制性能和调节成本,提出了针对LFC的最优分配方案。最优分配方案通过包含区域控制误差指标和调节成本指标的多目标优化问题来建模。非支配排序遗传算法II用于计算帕累托最优解。因此,基于负荷变化的等级,从帕累托最优解中获得了最优分配方案。仿真结果表明,与传统的分配方案相比,基于多目标的最优分配方案可以充分考虑LFC控制性能和调节成本,并在不同的运行环境下产生更好的整体性能。

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  • 作者单位

    Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, No. 2, Sipailou, Nanjing, China;

    Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, No. 2, Sipailou, Nanjing, China;

    Power System Automation Department, State Grid Electric Power Research Institute, Nanjing 210003, China;

    Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, No. 2, Sipailou, Nanjing, China;

    Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, No. 2, Sipailou, Nanjing, China;

    Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, No. 2, Sipailou, Nanjing, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    allocation coefficients; load frequency control; multiobjective optimization; regulation cost; storage system;

    机译:分配系数;负载频率控制;多目标优化;监管成本;储存系统;

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