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Samsung Paves the Way for AI-Driven, Human-Free Production by 2030

This innovative technology aims to revolutionize the operation of its semiconductor fabs by improving yields and ultimately achieving fully unmanned facilities by 2030.
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Introduction:

In a groundbreaking move towards the future of semiconductor manufacturing, Samsung Electronics has embarked on the development of its “Smart Sensing System.” to enabled Human Free production.

This innovative technology by Samsung aims to revolutionize the operation of its semiconductor fabs by improving yields and ultimately achieving fully Human Free Production by 2030.

Additionally,this ambitious undertaking involves real-time monitoring, data analysis, and automated optimization of the production process, with an initial focus on plasma uniformity.

In this blog post, we delve into the details of Samsung’s Smart Sensing System, its significance in the semiconductor industry, and the company’s broader vision for unmanned fabs.

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Smart Sensing System Overview:

The Smart Sensing System is designed to monitor and analyze semiconductor production processes in real time.

Currently, it has the capability to automatically manage plasma uniformity, a critical factor in processes such as etching, deposition, and cleaning.

Samsung envisions this system as a key component in the transition toward fully automated fabs, free of human labor, by the year 2030.

How Samsung Smart Sensor Enables Human Free Production

The Smart Sensing System developed by Samsung plays a pivotal role in the company’s vision of achieving fully unmanned semiconductor production facilities by 2030. The implementation of these smart sensors brings several key features and functionalities that contribute to the goal of human-free production:

Real-Time Monitoring and Analysis:

  • The smart sensors are designed to monitor semiconductor production processes in real-time. This capability allows for continuous surveillance and instant detection of variations or abnormalities in the production line.

Automated Plasma Uniformity Management:

  • The initial focus of the Smart Sensing System is on plasma uniformity. The sensors can automatically handle and manage the uniformity of plasma on wafers, a critical factor in processes such as etching, deposition, and cleaning. By automating this aspect, the system reduces the need for human intervention in adjusting and optimizing these processes.

Data-Driven Decision Making:

  • The smart sensors generate and analyze vast amounts of data related to the semiconductor manufacturing processes. This data-driven approach enables the system to make informed decisions on the fly, optimizing equipment performance and ensuring consistent product quality without requiring human oversight.

Optimization of Equipment Performance:

  • Through real-time data analysis, the Smart Sensing System can optimize the performance of manufacturing equipment. This includes adjusting parameters, fine-tuning processes, and identifying areas for improvement, all of which traditionally required human expertise.

Adaptability to Changing Conditions:

  • The smart sensors are equipped with the ability to adapt to changing conditions on the production floor. Whether it’s variations in raw materials, environmental factors, or equipment wear and tear, the system can dynamically adjust settings to maintain optimal manufacturing conditions.

Integration with Intelligent Systems:

  • As part of Samsung’s broader vision, the Smart Sensing System is likely to be integrated with other intelligent systems, such as artificial intelligence (AI) and machine learning (ML) algorithms. This integration enables the system to continuously learn and improve its decision-making capabilities over time, further reducing the need for human intervention.

Compact Design for Cleanroom Integration:

  • The tiny size of the smart sensors is a crucial design feature. This allows them to fit seamlessly into existing semiconductor fabs without requiring additional space. In cleanroom environments where space is at a premium, this compact design facilitates easy integration.

By combining these features, the Smart Sensing System aims to create a highly automated and intelligent production environment. This transition to human-free production is driven by the system’s ability to adapt, analyze, and optimize semiconductor manufacturing processes in real-time, ensuring efficiency, precision, and consistency without the need for constant human oversight.

Samsung Human Free Production: Development and Collaboration

The development of the Smart Sensing System was a collaborative effort involving partnerships with both industry and academic institutions. Additionally, Samsung invested tens of millions of won into projects focused on smart sensors. This demonstrates its commitment to advancing semiconductor manufacturing.

Moreover, the tiny size of these sensors is a noteworthy feature, allowing them to seamlessly integrate into existing fabs without requiring additional space. This becomes a precious commodity in cleanroom environments.

Read More: The Fall of Intel: How an MBA CEO’s Short term thinking destroyed a semiconductor giant – techovedas

Plasma Uniformity Measurement:

One of the primary functions of the smart sensors is to measure the uniformity of plasma on wafers.

Given the significant impact of plasma uniformity on crucial semiconductor manufacturing processes, accurate measurement and management are paramount.

The Smart Sensing System addresses this challenge, providing a solution that enhances the precision and efficiency of these processes.

Samsung Human Free Production: Reducing Reliance on Foreign Tools

Traditionally, South Korean chipmakers, including Samsung, have heavily relied on foreign tools for advanced semiconductor manufacturing processes.

However, the development and manufacturing of the Smart Sensing System in South Korea mark a significant shift.

While Samsung continues to source the majority of its tools from outside the country, this move represents a step toward reducing dependence on foreign technologies, showcasing the company’s commitment to self-reliance and innovation.

Read More: Samsung 1.4 nm to Feature 4 Nanosheets, Competitive Edge Over TSMC and Intel – techovedas

Samsung Human Free Production: Future Implications:

Additionally,Samsung’s ultimate goal of achieving fully unmanned semiconductor production facilities by 2030 is an ambitious vision that requires the integration of intelligent systems capable of managing vast amounts of data and optimizing equipment performance automatically.

The success of the Smart Sensing System is expected to play a crucial role in realizing this futuristic goal.

Conclusion:

Samsung’s Smart Sensing System represents a significant leap into the future of semiconductor manufacturing. Additionally,By addressing critical challenges in plasma uniformity and laying the foundation for fully unmanned fabs, Samsung is at the forefront of innovation in the industry.

Reference: Digitimes, ET news

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