Product component data monitoring method and device, electronic equipment and storage medium

• Main Authors: XIANG JIAMIN, ZHANG YING, CHU NA
• Format: Patent
• Language: Chinese; English
• Published: 01.11.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention provides a product component data monitoring method and device, electronic equipment and a storage medium, and the method comprises the steps: firstly, screening out an out-of-control component data sample set in a control chart sample set based on a preset condition; then, training an initial adaptive enhancement-based vector machine model according to the out-of-control component data sample set to obtain a corresponding abnormal offset mode; and finally, determining an abnormal offset mode of the to-be-tested product according to the completely trained adaptive enhancement-based vector machine model. Product component data is converted into a control chart sample set for judgment, so that the result is simple and clear, and tracing is facilitated; after the statistics of the out-of-control components are obtained, the abnormal offset mode can be determined based on the adaptive enhanced vector machine model, and therefore abnormal data can be automatically processed, and the abnormal mode of