Multi objective optimization of an evolutionary feedforward neural network for the automotive air conditioning system performance prediction

• Main Authors: Ng, Boon Chiang, Mat Darus, Intan Zaurah, Mohamed Kamar, Haslinda, Norazlan, Mohamed
• Format: Conference or Workshop Item
• Published: 2017
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/97313/; http://dx.doi.org/10.1109/ISIEA.2014.8049869

In this paper, a novel multi-objective evolutionary artificial neural network approach is proposed to predict the performance of an automotive air conditioning (AAC) system. A Feedforward Neural Network (FNN) was used to simulate the cooling capacity and compressor power under different combination...