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The Software of Auto-Tuning Parameters of PID Controller Based on Fuzzy Genetic Algorithm

机译:基于模糊遗传算法的PID控制器参数自整定软件。

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The software of auto-tuning parameters of PID control is developed for industrial controller. The output response curve of control system is recognized, and the scopes of the controller parameters are given to meet expected control index by fuzzy tuning rules based on pattern recognition. The PID parameters are optimized by means of genetic algorithm based on the optimization function of over-shoot, decay rate and the integrated time and absolute error indicators of the system response. The tuning software is used in the semi-physical simulation system of steam power plant, and the result of performance shows that the tuning algorithm is effective and the software can be use in industrial PID controller.
机译:开发了用于工业控制器的PID控制参数自动整定软件。识别控制系统的输出响应曲线,并通过基于模式识别的模糊调整规则,给出控制器参数的范围,以达到期望的控制指标。基于过冲,衰减率以及系统响应的积分时间和绝对误差指标的优化功能,通过遗传算法对PID参数进行优化。该整定软件在汽电厂半物理仿真系统中使用,性能结果表明该整定算法是有效的,可用于工业PID控制器。

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