Design and Research on Intelligent Insertion Processing Unit for Precision Coupled Parts
Design and construct an intelligent machining unit for needle valve fittings in response to the demand for intelligent machi-ning of needle valve fittings.Analyze the machining dimension data and improve the machining method for matching the clearance be-tween needle valve components;Construct a mathematical model for gap pairing problem and solve it using an improved genetic algo-rithm to achieve optimal gap pairing of needle valve components.The model has been validated on site with a success rate of approxi-mately 85%;Based on transfer learning,an OCR model is trained to recognize the production sequence number of needle valve bodies with an accuracy rate of 95% .The data of the needle valve fitting process is associated with it to achieve automatic data recording and facilitate quality traceability.
万方数据
维普
