Based on fuzzy entropy rule and sum-squared error rule, a fuzzy learning method was presented. According to this method, BP neural network was used to model the performance of air-conditioning units.

THCF marine water-cooled cabinet air-conditioner is a kind of unitary central air-conditioner.