Samsung develops a "smart sensor System" to improve semiconductor yield and productivity

The Smart Sensor system is a technology developed by Samsung to improve semiconductor yield and productivity. The system combines sensor technology and intelligent algorithms to monitor key parameters in the semiconductor production process in real time and make real-time adjustments and optimizations based on the monitoring results to improve yield and productivity.

In the semiconductor production process, yield and capacity are two very important indicators. Yield refers to the ratio of the number of good products produced to the total quantity produced, while capacity refers to the total quantity produced per unit time. Improving yield and capacity can reduce production costs and improve production efficiency, thereby increasing the competitiveness of enterprises.

In the traditional semiconductor production process, monitoring and adjustment are usually completed by manual operation, which has certain limitations and shortcomings. First of all, manual operation is prone to errors, affecting the accuracy and reliability of monitoring results. Secondly, manual operation requires a lot of time and energy, and the efficiency is low. Moreover, manual operation may not be able to detect and deal with some subtle changes or anomalies in time.

The appearance of intelligent sensor system solves these problems. Through sensors installed on the production line, the system can monitor key parameters in the production process in real time, such as temperature, humidity, pressure, etc. Sensors transmit the monitored data to intelligent algorithms for analysis and processing. Intelligent algorithms can be adjusted and optimized in real time according to the monitoring results to ensure the stability and consistency of semiconductor production.

Intelligent sensor systems have the following key features:

1. Real-time monitoring and analysis: The intelligent sensor system can monitor various parameters and data in the semiconductor production process in real time, and conduct real-time analysis through the built-in artificial intelligence algorithm. This allows engineers and operators to identify and resolve problems in the production process in a timely manner, improving the quality and yield of semiconductors.

2, multi-parameter acquisition: Intelligent sensor system can collect multiple parameters at the same time, such as temperature, humidity, pressure, etc. There may be complex interrelationships between these parameters, and by analyzing the changes and trends of these parameters, we can better understand the changes and anomalies in the semiconductor production process.

3, automatic control: Intelligent sensor system can communicate with semiconductor production equipment in real time, and automatically adjust the working parameters of the equipment according to the analysis results. This can minimize the impact of human factors on semiconductor production and improve the consistency and stability of production.

4, data storage and analysis: Intelligent sensor system can store the collected data in the cloud, and through the data analysis platform for further analysis. These data can be used to develop more efficient production plans and process parameters, optimize the production process, and improve the yield and productivity of semiconductors.

The application of intelligent sensor system can greatly improve the yield and productivity of semiconductor production. Through real-time monitoring and optimization, the generation of defective products can be reduced, and the quality and consistency of products can be improved. At the same time, through real-time adjustment and optimization, the efficiency and stability of the production process can be improved, and the production capacity can be increased. These advantages will help enterprises improve competitiveness, reduce production costs, and increase profits.

In short, the smart sensor system developed by Samsung is an advanced technology for improving semiconductor yield and productivity. The system combines sensor technology and intelligent algorithm, which can monitor and adjust the key parameters in the production process in real time, and improve the stability and efficiency of production. The application of intelligent sensor systems will help enterprises reduce production costs, improve competitiveness, and achieve sustainable development.