Modeling of HVAC based on Fuzzy RBF Neural Network

The paper proposed an improved algorithm of building the structure of fuzzy RBF neural network (RBFNN) for modelling of heating, ventilation and air-condition (HVAC). Combining the fuzzy clustering and neural network identified the model. Experiments showed the fuzzy RBFNN could accurately identify the model of HVAC even if having strong disturbance and coupling. The results demonstrated that the model outputs could approach actual outputs