Stringent quality control and intelligent upgrading
The quality control of precision machining has entered the digital era. Enterprises through the construction of the whole process quality control system, from the selection and maintenance of high-precision machine tools to the optimization of process parameters, and then to the synergistic control of environmental factors, each link reflects the ultimate pursuit of precision. For example, the constant temperature workshop (20±0.5℃) effectively reduces the dimensional drift caused by thermal expansion and contraction of materials, while the MES system tracks the processing history of each product and realizes real-time collection and analysis of quality data. What's more amazing is that the tool life prediction model based on LSTM neural network, with an accuracy rate as high as 92%, can proactively replace the tool in advance to avoid machining overruns, and this intelligent quality control model has set a new benchmark for the industry.