Control of Air Conditioning Systems Using Neural Network
Mithilesh K. Yadav and Dinesh Chandra
Electrical Engineering Department, Motilal Nehru National Institute of Technology, Allahabad, India
Abstract—Nowadays air conditioning system is the necessity part of human life. The different controllers used for controlling air conditioning system like on-off controllers or PID controllers. But these controllers cannot give the sufficient response and consume high power. This paper aims to control the air conditioning system such that the output temperature of air conditioning systems are getting as required by the operator with fast response and low consuming power. For this purpose neural network controllers are designed which is feedback to the air conditioning system. We designed such neural network control system that speculates its own control law. The advantage of using neural networks are this controller is self-learning system and give the faster and better response with comparison to another controllers and give the zero overshoot output.
Index Terms—air conditioning system, neural network controller, simulink model
Cite: Mithilesh K. Yadav and Dinesh Chandra, "Control of Air Conditioning Systems Using Neural Network," International Journal of Electronics and Electrical Engineering, Vol. 3, No. 5, pp. 406-410, October 2015. doi: 10.12720/ijeee.3.5.406-410
Cite: Mithilesh K. Yadav and Dinesh Chandra, "Control of Air Conditioning Systems Using Neural Network," International Journal of Electronics and Electrical Engineering, Vol. 3, No. 5, pp. 406-410, October 2015. doi: 10.12720/ijeee.3.5.406-410
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