The Key Laboratory of Contemporary Design and Integrated Manufacturing
Technology Ministry of Education, Northwestern Polytechnical University,
Xi'an, 710072, China
Han Zhao
China Academy of Space Technology, Beijing, 100081, China
Mingwei Wang
The Key Laboratory of Contemporary Design and Integrated Manufacturing
Technology Ministry of Education, Northwestern Polytechnical University,
Xi'an, 710072, China
Bingbo Shi
The Key Laboratory of Contemporary Design and Integrated Manufacturing
Technology Ministry of Education, Northwestern Polytechnical University,
Xi'an, 710072, China
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Due to the time-consuming and inefficient traditional tool selection method based on the human experience, we apply transfer learning to CNC tool selection issue in the field of industrial manufacturing. A unified expression of expert experience and process case is given in a more complex environment and then we improve the algorithm. The results show that the method we proposed can facilitate tool selection.
Due to the time-consuming and inefficient traditional tool selection method based on the human...
