The invention belongs to the technical field of air conditioners, and discloses
air conditioning equipment, a fault diagnosis method and device of the
air conditioning equipment and a computer readable storage medium. The fault diagnosis method for the
air conditioning equipment comprises the steps that a fault-free
time sequence prediction model of the air
conditioning equipment, operation parameters of the air
conditioning equipment at all moments within a first preset duration, corresponding actual state parameters of the air
conditioning equipment under the operation parameters and the change trend of the actual state parameters are obtained, and all the moments comprise the current moment; inputting the operation parameters into a fault-free
time sequence prediction model to obtain prediction
state parameter distribution information of the air conditioning equipment; determining a fault diagnosis threshold range of the air conditioning equipment according to the predicted
state parameter distribution information; and performing fault diagnosis on the air conditioning equipment according to the actual
state parameter at the current moment, the fault diagnosis threshold range and the change trend. According to the method, dynamic self-adaptive generation of the diagnosis threshold can be realized, the diagnosis accuracy and the working condition robustness are improved, and the early warning capability for early-stage slowly-changing faults is remarkably enhanced.