•Decoupling of a heating, ventilation, and air conditioning system is presented.•RBF models were identified by Epsilon constraint method for temperature and humidity.•Control settings derived from optimization of the decoupled model.•Epsilon constraint-RBF based on PID controller was implemented to keep thermal comfort and minimize energy.•Enhancements of controller parameters of the HVAC system are desired.
Applied Thermal Engineering – Elsevier
Published: Apr 25, 2016
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