Will AI replace high-precision CNC machine tool maintenance?


Published Time:

2022-07-29

In the future, AI could solve the fault maintenance of high-precision CNC machine tools, and the work of high-precision CNC machine tool maintenance engineers will be replaced by robots, becoming cheap labor. With the rapid development of manufacturing, intelligent manufacturing has organically combined CNC equipment. Machining centers achieve overall efficient processing and production through tool changes, and then establish a flexible processing system with other CNC equipment...

  Today, with the advancement of the times and the development of science and technology, artificial intelligence is everywhere, and we have become accustomed to it. However, while enjoying the convenience, challenges and threats also come along. So High-precision CNC machine tools Will the repair of be replaced by artificial intelligence?

  It is undeniable that the widespread application of artificial intelligence has brought great convenience to human beings. In ordinary families, the sweeping robot moves flexibly, leaving everything spotless wherever it goes; in the car, intelligent navigation provides precise navigation, leading us to the world; inside and outside the factory, the mechanical arm operates flexibly, and dangerous operations are perfectly completed; in the kindergarten, the intelligent robot plays with you and gives you knowledge; at the entrance of the shopping mall, the robot maintains safety and harmony.

  Unknowingly, artificial intelligence has penetrated all aspects of personal life and the public domain, such as medical care, health, entertainment, safety, and education. They follow established procedures, repeat specific tasks, allowing humans to get rid of various troubles, eliminate many threats, and enjoy many conveniences.

  There are even rumors that in the future, the troubleshooting and repair of high-precision CNC machine tools can be solved by artificial intelligence, High-precision CNC machine tools The work of maintenance engineers will be replaced by robots, becoming cheap labor.


 Will the repair of high-precision CNC machine tools be replaced by artificial intelligence?


  With the rapid development of manufacturing, intelligent manufacturing has organically combined CNC equipment. The machining center achieves overall efficient processing and production through tool changing, and then establishes a flexible processing system with other CNC equipment, which has high requirements for the tool changing of the machining center. The reliability and speed of tool changing directly affect the productivity and working reliability of the machine tool.

  When machining car parts, the tool magazine got stuck due to improper operation. When changing the tool, the manipulator got stuck and the tool could not be changed. The position of the tool changer has shifted, and the tool has been changed. Although the operator detected the jamming area through the machine, the fault still could not be solved. Later, we found Jiangsu Niupai Group, and the engineers solved the problem and resumed production.

  The tool changing control logic of the machining center is complex, and the fault phenomenon may be caused by multiple fault points. Only by mastering the working principles of the mechanical structure of the relevant modules of the machine tool, understanding the operation methods and action sequence, and using effective intelligent detection methods can engineers find methods to troubleshoot the faults. After a thorough principle analysis of the fault phenomenon, it is gradually discovered, thus achieving the desired effect.

  This case tells us that AI intelligence has indeed replaced many High-precision CNC machine tools Fault detection work at the current stage, but it is mainly used to maintain the health of products in production, using machine vision recognition to quickly scan product quality and improve quality inspection efficiency.

  After determining the impact of manufacturing parameters on product quality, the production process parameters are found; the development of the artificial intelligence industry and the expansion of the international influence of the high-precision CNC machine tool manufacturing industry still require a large amount of intellectual support. Building an excellent talent team is the foundation for the development of artificial intelligence.


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