The invention relates to the technical field of manufacturing of
electrical element assemblies, and discloses a cold and heat exchange
system of a liquid cooling cabinet and a use method of the cold and heat exchange
system. The cold and heat exchange method of the liquid cooling cabinet comprises the steps that a complex
thermodynamic model of the liquid cooling cabinet is processed through a hierarchical model
distillation algorithm, and an ultra-lightweight thermodynamic digital twin model is obtained;
processing the operation state of the liquid cooling cabinet through a multi-mode micro-sensor network to obtain a lightweight environment and load
feature vector;
processing the lightweight environment and load
feature vector and the ultra-lightweight thermodynamic digital twin model through a micro
predictive controller to obtain an adaptive liquid cooling control strategy;
processing the self-adaptive liquid cooling control strategy through an ultra-low
power consumption execution unit to obtain an accurately executed physical
cooling effect; according to the invention, through an optimization
algorithm, efficient control of the liquid cooling cabinet
system is realized in a resource limited environment, the precision, the response speed and the energy efficiency are improved, the environmental adaptability and reliability are enhanced, and the
bottleneck of a traditional system is broken through.