The CNC hardware processing and manufacturing industry is not satisfied with the understanding of transformation and development, and is still waiting for ready-made products or solutions to be used directly, and the inertial thinking has not yet been turned around. "In the next 3-5 years, accelerating manufacturing innovation will be a major issue that can change the rules."

If you want to enter smart manufacturing, perception is the first step, and perception seems to be a forgotten step when people discuss big data. "If you want to enter smart manufacturing, interconnection and interoperability are absolutely important, but the first step is to perceive that information can be digitized before interconnection. What is behind big data is perception and sensors. First, there is data behind perception." "The development of sensors has played an important role in the important equipment of our new situation," Huai Jinpeng said. It will trigger a large-scale explosion of data and drive changes in the industrial structure. When the sensor device enters the production field, it will change all processes, bring new changes in artificial intelligence, and the digitization of matter, 3D with time tags, 5D to add ecological perception materials, such iterative changes, continuous updates, and social development. will be rare.
The production mode will change from rigid to flexible CNC hardware processing industrialization plus the intelligence brought about by digitization. The production technology that meets the customized needs of users transforms the traditional rigid production mode into a flexible production mode.
As far as China is concerned, when information technology develops its manufacturing industry, China stands on the same starting line as the world for the first time in the development of modern society. It is also necessary to supplement the course on the industrialization of CNC hardware processing." It is reported that the Ministry of Industry and Information Technology is also focusing on the goal of improving the capabilities of the CNC hardware processing industry to solve the missing middle ground in China.
In fact, the outside world is quite optimistic about China's achievements in the 4.0 era of CNC hardware processing industry. Li Jie, a consultant to the White House Information Physics System Expert Group and a professor at the University of Cincinnati, believes that the center of CNC hardware processing industry 4.0 in the future will be in China. " Because China is not only the world's largest manufacturing country, but also the world's largest user country, whether it is manufacturing equipment or end consumer goods, China has the largest usage data." However, if the data cannot be well discovered and utilized , there is no real competitiveness.

