基于遗传神经网络的冰蓄冷空调系统负荷预测研究

Load Forecasting of Ice Storage Air-conditioning System Based on GA-BP

针对现阶段冰蓄冷中央空调系统负荷预测的BP(Back Propagation)模型收敛速度慢和容易陷入局部极小点等缺点,结合遗传算法GA(Genetic Algorithm)和BP神经网络,提出了一种GA-BP算法,并在冰蓄冷中央空调负荷预测系统中应用。

Considering the slow convergence and easily falling into local minima of BP （ Back Propagation） model for the ice storage air-conditioning system,the GA-BP algorithm which having GA （Genetic Algorithm） integrated with neural network（BP） was proposed for the system load forecasting.