肉类干燥过程的系统建模与智能控制

Hong Ma, Wei Zhang, Simon X. Yang
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引用次数: 6

摘要

本研究的目的是建立一个肉类干燥过程的系统模型和智能控制器,使其比目前用于肉类制造的PID控制系统具有更好的控制精度。在肉类干燥室内,温度和相对湿度是非线性热力学规律耦合的。这种耦合导致了相对湿度的非线性波动。传统的PID控制方法不能有效地控制相对湿度。本文研究的肉类干燥室温度和相对湿度系统的模型包括装置模型、耦合模型、控制器模型和整个肉类干燥室控制系统。本文提出的智能控制采用模糊PID控制器的方法来限制肉类干燥系统的波动。结果表明,本文提出的模糊PID控制系统在相对湿度控制方面的性能优于目前用于肉类干燥室控制系统的经典PID控制方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Systems modeling and intelligent control of meat drying process
The objective of this research is to develop a system model and an intelligent controller for the meat drying process, which will lead to better control accuracy than the current PID control system used in meat manufacturing. In meat drying rooms, temperature and relative humidity are coupled by nonlinear thermodynamic laws. The coupling results in nonlinear fluctuations in relative humidity. The classical PID control method is not able to effectively control the relative humidity. The models of the systems of temperature and relative humidity for a meat drying room in this paper include the model of the plant, the model of the coupling, the controller, and the complete control system of the meat drying room. The proposed intelligent control uses the methods of a fuzzy PID controller to limit the fluctuations in the meat drying system. Results show that the performance of the proposed fuzzy PID control systems is superior in terms of relative humidity control to the classical PID control method used in the current control systems for the meat drying rooms.
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