The invention relates to an indoor full-cable power distribution
station house dehumidification and condensation prevention method and
system, and the method comprises the steps: collecting temperature and
humidity data in a power distribution
station house, predicting the temperature and
humidity change trend in the
station house based on a
deep learning model, and building a dynamic temperature and
humidity change model; establishing a self-adaptive thermal regulation
phase change material anti-condensation unit; according to the easily-condensed area information identified in the dynamic temperature and humidity
change model and the operation state data of the ventilation
system, the phase-change material anti-condensation unit is arranged at the anti-condensation position of the power distribution station house, and an anti-condensation network and corresponding anti-condensation effect data are obtained; according to the dynamic temperature and humidity
change model and the anti-condensation effect data, an active anti-condensation guarantee
mechanism based on the PTC
heating element is established; and a comprehensive
control system is established through a multi-objective optimization
algorithm, and dehumidification and condensation prevention are carried out on the power distribution station house through the comprehensive
control system. Through dynamic temperature and humidity prediction,
phase change material anti-condensation and active heating technologies, the
energy consumption is reduced, and the anti-condensation effect is improved.