直流电机系统中优化调谐 PID 控制器的建模和比较分析

Ravi Kumar, Veena Sharma, Vineet Kumar
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引用次数: 0

摘要

本研究对用于直流电机控制的优化调整 PID(比例积分微分)控制器进行了建模和比较分析。研究旨在找到一组理想的 PID 参数,使直流电机在速度控制和响应特性方面获得最佳性能。研究可能会探索各种 PID 控制器的调整方法,如齐格勒-尼科尔斯(Ziegler Nichols)、自动调整和粒子群优化(Particle SwarmOptimization),并评估它们在实现预期控制目标方面的有效性。通过对这些方法的比较分析,可以全面评估它们的优缺点,最终为工程专业学生和专业人士提供有价值的见解,帮助他们更好地理解和应用基于 PID 的工业过程控制系统。
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Modelling and Comparative Analysis of Optimally Tuned PID Controllers in DC Motor Systems
In this study, a modelling and comparative analysis of an optimally tuned PID (Proportional Integral Derivative) controller for DC motor control is conducted. The research aims to find the ideal set of PID parameters that yield optimal performance in terms of speed control and response characteristics for a DC motor. The study likely explores various methods for the tuning of PID controller, such as Ziegler Nichols, Auto-tuning, and Particle SwarmOptimization, and evaluates their effectiveness in achieving the desired control objectives. The comparative analysis of these methods allows for a comprehensive assessment of their advantages and disadvantages, ultimately providing valuable insights for engineering students and professionals seeking to enhance their understanding and application of PID-based control systems in industrial processes.
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