采用遗传算法设计双曲正切加权误差函数的PID控制器

Bharat Verma, P. Padhy
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引用次数: 3

摘要

误差平方函数,如积分平方误差(ISE)和积分时间平方误差(ITSE),是控制器设计中常用的目标函数。本文提出了一种新的Tan双曲函数加权性能指标,用于PID控制器的优化设计。所提出的目标函数比积分平方误差具有更好的鲁棒性。通过两个遗传算法的MATLAB仿真算例验证了所提方法的有效性。
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PID controller design with Hyperbolic Tangent weighted error function using GA
The square-of-error functions, such as Integral Square Error (ISE) and Integral Time Square Error (ITSE), are mostly used objective functions for controller design. In this paper, a new Tan Hyperbolic function weighted performance index is proposed for optimal PID controller design. The proposed objective function gives better PID controller design with improved robustness level than the Integral Square Error. The proposed method is validated with the help of two MATLAB Simulation examples with Genetic Algorithm.
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