The invention discloses a battery prefabricated cabin intelligent
refrigeration control method and
system based on data driving, and relates to the technical field of
battery energy storage
system thermal management, and the method comprises the steps: collecting the operation multi-
source data of a battery prefabricated cabin, and constructing the current thermal environment state expression; constructing a battery cabin short-term internal heat change
trend prediction model based on the operation multi-
source data of the battery prefabricated cabin; and according to the current thermal environment state expression and the thermal
trend prediction result of the battery compartment short-term internal thermal change
trend prediction model, an
optimal control strategy for an
air cooling, liquid cooling or composite
refrigeration mode is formulated. According to the method, a closed-loop
thermal management system driven by data is formed by constructing a
thermal state expression module, a thermal trend prediction module and an intelligent
refrigeration decision module, accurate recognition and active regulation and control of the thermal risk of the battery
prefabrication cabin are achieved, the
temperature control precision and the response efficiency are improved,
energy consumption and over-control risks are effectively reduced, and the method is suitable for popularization and application. And the
system has the advantages of remarkable
engineering practical value and system intellectualization.