Application of multilayer perceptron and radial basis function neural network in steady state modeling of automotive air conditioning system

• Main Authors: Ng, B. C., Darus, I. Z. M., Kamar, H. M., Norazlan, M.
• Format: Conference or Workshop Item
• Published: 2013
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/50910/; http://dx.doi.org/10.1109/ICCSCE.2012.6487219
• Institution: Universiti Teknologi Malaysia

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...