| Title |
Development of Artificial Neural Network Model for the Prediction of Descending Time of Room Air Temperature |
| Keywords |
HVAC ; 공조설비 ; Predictive control ; 예측제어 ; ANN ; Artificial Neural Network ; 인공신경망 |
| Abstract |
The objective of this study is to develop an optimized Artificial Neural Network(ANN) model to predict the descending time of room air temperature. For this, program for predicting room air temperature and ANN program using generalized delta rule were developed, and learning data for 27 spaces using systems of experimental design were collected through simulation for predicting room air temperature. ANN was trained and the ANN model having the optimized values－ learning rate, moment, bias, number of hidden layer, and number of neuron of hidden layer was presented. |