Intelligent Control of Automated Microelectronic Production Lines Based on Artificial Intelligence
Han Zhang · 2023
Artificial intelligence is currently the most popular technology. With the advent of the era of big data, information technology based on artificial intelligence has become a new type of technology capable of most of the human labor force. Its scope of application is mainly in the comprehensive processing of improving efficiency, and those companies that need to improve efficiency do need corresponding technical support. Through artificial intelligence technology, the production line can analyze and predict the production process, so as to optimize and upgrade the production process. At the same time, intelligent production lines can also realize real-time monitoring and analysis of production data through big data analysis technology, thereby improving the reliability and stability of the production process. Automated control and optimization adjustments can also be realized in the production process. Through the intelligent control system, the production line can automatically complete the processing, assembly, testing and other work of the product, and the production process and process parameters can be automatically adjusted according to the production situation, so as to realize the autonomy and intelligence of the production process. This article first introduces the basic framework of artificial intelligence in detail, then applies artificial intelligence to the research of intelligent control of automated microelectronics production lines, conducts data tests on the overall efficiency, and finally uses questionnaires on the production personnel of the waterline and the overall efficiency of the company. It can be shown that artificial intelligence is of great help to improve the efficiency of production lines. Therefore, making good use of artificial intelligence is a very worthy topic for the research of intelligent control of automated microelectronics production lines.