Equipment operation early warning method and device, equipment tool monitoring system and storage medium

• Main Authors: WAN ZANGXIN, WU SHUXU, CHEN ZHIFENG, HUANG ZHAN, WU BIN, NI WEILI
• Format: Patent
• Language: Chinese; English
• Published: 23.02.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention relates to the technical field of monitoring, and discloses an equipment operation early warning method and device, an equipment tool monitoring system and a storage medium, and the method comprises the steps: obtaining historical equipment parameter data of each piece of inspection equipment; according to the equipment identifier, the inspection item information and the recording time, extracting an inspection record corresponding to the equipment parameter record from a historical production database; determining an inspection result of the equipment parameter record based on the inspection qualification rate of the inspection record; constructing a training data set by taking the test result as a label of historical equipment parameter data; training the initial early warning model by using the training data set to obtain an equipment operation early warning model; and inputting the current inspection item information and the equipment precision information, the actual parameters and the set