用AI算法找到ITAE后的PID参数表来控制超调系统

Büchi Roland
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引用次数: 0

摘要

嵌入式控制器在许多应用中使用。通常情况下,这些不提供任何设置控制器参数的可能性,因为它们被封装到外部。闭环系统是稳定的,但系统往往是弱阻尼和他们的阶跃响应表现出超调。在下文中,描述了一种方法,如何通过使用PID控制器的叠加反馈回路来控制这种嵌入式受控系统,从而使阶跃响应的系统偏差根据ITAE方法最小化。一种来自人工智能的爬山方法被用于这个目的。对于此类系统的控制,本文本质上提供了PID控制器参数,该参数可用于许多弱阻尼系统。通过对具有惯性质量的电机转速控制的实际应用,验证了参数的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PID parameter tables after ITAE to control overshooting systems found with AI algorithm
Embedded controllers are used in many applications. It often happens that these do not offer any possibilities to set the controller parameters, because they are capsulated to outside. The closed-loop systems are then stable, but the systems are often weakly damped and their step responses exhibit overshoot. In the following, a method is described, how such embedded controlled systems can be controlled via a superimposed feedback loop using PID controllers in such a way that the system deviation of the step response is minimized according to the ITAE method. A method from artificial intelligence, hill climbing, is used for this purpose. For the control of such systems, the paper essentially provides PID controller parameters, which are usable for many weakly damped systems. The parameters are verified in a practical application with a speed control of a motor with inertial mass.
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