The invention provides a multifunctional heating ventilation air conditioner
waste heat utilization method and
system, and the method comprises the following steps: 1, obtaining multi-
source data of an air conditioner
system and an external heat source, carrying out the preprocessing, carrying out the grading collection and preliminary integration of the multi-source
waste heat, and dividing the multi-source
waste heat into high-temperature waste heat, medium-temperature waste heat and low-temperature waste heat; multi-
source data of an
air conditioning system and an external heat source are collected, condensation heat of a compressor,
industrial waste heat and other multiple types of waste heat are integrated and subjected to staged treatment, and a high-temperature power generation-medium-temperature
heat supply-low-temperature heat storage gradient utilization system is constructed; an LSTM neural network
thermal load prediction model and an intelligent
algorithm are combined to dynamically adjust a waste
heat distribution path so as to realize self-
adaptive switching of a
refrigeration mode, a heating mode and a hot water mode, and meanwhile, a
cascade system, photovoltaic energy,
geothermal energy and the like are coupled through a direct-current micro-grid to construct a
hybrid energy supply system. The problems that in the prior art, waste heat sources are single, energy efficiency is low due to the fact that gradient utilization is lacked, dynamic regulation and control are insufficient, and cooperation with
renewable energy sources is not achieved are sequentially solved.