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Design and Analysis of Temperature Control System using Conventional PI and Advanced ANN Controllers

机译:基于常规PI和高级ANN控制器的温度控制系统的设计与分析

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An efficient and cost effective room heating system using intelligent controller has been designed in this paper. The purpose of the proposed controller is to sense the temperature of a room and actuate the heater to hold the temperature to a fixed desired value in a well-organized way. Firstly conventional Proportional Integral (PI) controller has been used for the purpose and furthermore Artificial Neural Network (ANN) based PI controller has improved the whole system’s transient response. The project work has been carried out in MATLAB simulink tool and consequently the ANN based controller has been shown to be an enhanced control strategy than the conventional one due to its better transient performance.
机译:本文设计了一种使用智能控制器的高效,经济的房间供暖系统。所提出的控制器的目的是感测房间的温度并致动加热器以组织良好的方式将温度保持在固定的期望值。首先,常规的比例积分(PI)控制器已用于此目的,此外,基于人工神经网络(ANN)的PI控制器改善了整个系统的瞬态响应。该项目工作已经在MATLAB simulink工具中进行,因此基于ANN的控制器由于具有更好的瞬态性能,因此被证明是比传统控制器增强的控制策略。

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