Real-time data intelligent management method for portable sterile surgical instrument set storage equipment

The invention relates to the technical field of medical information, in particular to a real-time data intelligent management method for portable sterile surgical instrument set storage equipment. According to the method, the matching degree is determined based on the similarity between the obtained environment state sequence of the surgical instrument set at the current moment and the historical environment state sequence and the stability of the historical environment state sequence, part of the historical environment state sequence is selected from the historical environment state sequence, the environment state sequence is predicted, and the stability of the environment state sequence is improved. Obtaining a predicted environment state sequence; splicing the environment state sequence and the prediction environment state sequence to obtain a complete prediction sequence; inputting the complete prediction sequence into a regression device weighted by the matching degree to obtain a prediction abnormal coe