Intelligent workshop cutter resource prediction method and device, equipment and medium

• Main Authors: FU ZIQIANG, GONG HAONING, DING RUI, GUO GUOBIN, YANG YILAN, HUANG SONG, SHEN JUN
• Format: Patent
• Language: Chinese; English
• Published: 02.07.2024
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses an intelligent workshop tool resource prediction method and device, equipment and a medium, relates to the technical field of numerical control machining, and solves the technical problem that an existing tool resource prediction method cannot be suitable for various different production plans. The method comprises the steps of obtaining production plan information; obtaining a part processing information set based on the production plan information; wherein the part machining information set comprises multiple pieces of work step machining information; performing classification processing on the processing information of each working step to obtain matching information; on the basis of the matching information, the machining information of all the working steps is input into a corresponding preset neural network model, and the tool estimated machining time value of all the working steps is obtained; tool demand information is obtained based on the tool estimated machining time value o