高压直流系统控制器整定目标函数与单纯形算法的兼容性

Haaris Rasool, A. Rasool, A. Ikram, Urfa Rasool, Mohsin Jamil, Haaziq Rasool
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引用次数: 9

摘要

本工作旨在利用基于自生成(SG)仿真的优化技术,同时对高压直流系统的多个控制器进行调谐。在线优化是提高系统性能的有力工具。采用时间仿真设计(TSD)中的目标函数评价方法对多馈入高压直流系统的比例积分(PI)控制器进行了优化。在PSCAD软件中设计了基于模型的仿真装置,用于快速选择最优PI控制参数。构建了积分绝对误差(IAE)、积分平方误差(ISE)、积分时间绝对误差(ITAE)、积分时间平方误差(ITSE)、积分时间平方误差(ISTE)等多目标函数,用于测试OFs与非线性自生成单纯形算法(SS-SA)的兼容性。经过多次迭代,得到了改进的控制参数。所有OFs均产生最优响应,并通过其最小值对结果进行比较。并提出了抗干扰准则来评估所设计控制器的性能和系统的鲁棒性。本文以图形和表格的形式显示了结果。
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Compatibility of objective functions with simplex algorithm for controller tuning of HVDC system
This work aims to tune multiple controllers at the same time for a HVDC system by using a self-generated (SG) simulation-based optimization technique. Online optimization is a powerful tool to improve performance of the system. Proportion integral (PI) controllers of Multi-infeed HVDC systems are optimized by the evaluation of objective functions in time simulation design (TSD). Model based simulation setup is applied for rapid selection of optimal PI control parameters, designed in PSCAD software. A multiple objective function (OF), i.e. Integral absolute error (IAE), integral square error (ISE), integral time absolute error (ITAE), integral time square error (ITSE), and integral square time error (ISTE), is assembled for testing the compatibility of OFs with nonlinear self-generated simplex algorithm (SS-SA). Improved control parameters are achieved after multiple iterations. All OFs generate optimum responses and their results are compared with each other by their minimized numerical values. Disturbance rejection criteria are also proposed to assess the designed controller performance along with robustness of system. Results are displayed in form of graphs and tables in this paper.
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