Application of multiplayer perceptron and radial basis funtion neural network IN steady state modeling of automotive air conditioning system

• Main Authors: Boon, Chiang Ng, Mat Darus, Intan Zaurah, Mohamed Kamar, Haslinda, Norazlan, Mohamed
• Format: Conference or Workshop Item
• Published: 2012
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/34003/; http://ieeexplore.ieee.org/document/6487219/

In this paper, steady-state models of an automotive air conditioning (ACC) are identified based on two different artificial neural networks (ANN) architectures: Multilayer Perceptron Neural Networks (MLPNN) and Radial Basis Function Neural Networks (RBFNN). The ANN models are developed with a four-i...