Application of adaptive neural predictive control for an automotive air conditioning system

• Main Authors: Ng, Boon Chiang, Mat Daud, Intan Zaurah, Jamaluddin, Hishamuddin, Mohamed Kamar, Haslinda
• Format: Article
• Published: Elsevier Ltd. 2014
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/51885/; http://dx.doi.org/10.1016/j.applthermaleng.2014.08.044

In this paper, a Model Predictive Controller (MPC) using an online trained artificial neural network (ANN) as the nonlinear plant model is implemented for an automotive air conditioning (AAC) system equipped with a variable speed compressor (VSC). The training scheme using Levenberg - Marquardt algo...