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Industrial Heating Furnace Temperature Control System Design Through Fuzzy-PID Controller

机译:工业加热炉温度控制系统设计通过模糊PID控制器

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The industrial heating furnace (IHF) is a system that requires continuous monitoring and control over the temperature. A small deviation in the temperature may create a huge impact on the system. So, there is a need for proper control for IHF. The conventional way is using PID (Proportion + Integral + Derivative) controller as the process controller in industries. Many standard tuning algorithms are present to compute gain values for the PID controller. The drawback of these conventional controllers is poor disturbance rejection as these are tuned offline to the system so that they cannot address the disturbances that occur while the system is working. So, there is a need for an artificial intelligent controller that can rectify the disturbance that occurs while the system is running. This can be achieved by using Fuzzy logic based controller that feeds the gain values externally to the PID controller according to the disturbance. The entire system design is simulated with the help of MATLAB/Simulink software. The outcome depicts that the proposed fuzzy-based controller has the best dynamic performance, rapidity, and good robustness.
机译:工业加热炉(IHF)是一种需要连续监测和控制温度的系统。温度的小偏差可能会对系统产生巨大影响。因此,需要对IHF进行适当的控制。传统方式使用PID(比例+积分+衍生)控制器作为行业的过程控制器。存在许多标准调谐算法以计算PID控制器的增益值。这些传统控制器的缺点是扰动抑制不良,因为这些拒绝偏离系统,使得它们无法解决系统工作时发生的干扰。因此,需要一个人工智能控制器,可以纠正系统运行时发生的干扰。这可以通过使用基于模糊的基于逻辑的控制器来实现,该控制器根据干扰将增益值馈送到PID控制器。在Matlab / Simulink软件的帮助下模拟整个系统设计。结果描绘了所提出的模糊的控制器具有最佳动态性能,快速性和良好的鲁棒性。

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