A simulation system has been developed for the next-generation air conditioning system. The simulation system is a neural network air-conditioning system for individual comfort that satisfies individual needs for a comfortable thermal environment. The system was built based on a newly-developed neural network, the probabilistic energy neural network (PENN), which is capable of real-time learning and nonlinear pattern classification on noisy data. This paper describes the neural network air-conditioning system and PENN.
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