Waste Reduction In Hard Drive Manufacturing

Waste Reduction In Hard Drive Manufacturing

Our client for this project is an American data storage company. It is one of the largest providers of both Hard and Solid State Drives globally and have been operating for over 40 years.

HD/SSDWaste Reduction and Predictive Maintenance

One of the key components of these devices is a silicone wafer, which acts as a semiconductor within the drives. These wafers are highly sensitive to their environment: factors such as temperature, air quality and air moisture can all lead to the material being compromised and unfit for use.

The manufacturing process is extremely complex and involves hundreds of separate processes, it takes approximately 60 days to turn the raw materials into the finished product. Each silicone wafer costs between £20–£50, and in some cases failure rates can reach 10%.

For these reasons, our client monitors the manufacturing process using environmental sensors, to ensure it stays within the required parameters for production. The challenge it faces, is processing the volume of data these sensors collect. Their current systems often struggle to analyse the information efficiently, which can mean by the time an environmental abnormality is detected, it is too late and the silicon wafer is damaged.

// The outcome

What it delivered.

Reduced from 10%
Wafer failure rate
Real-time
Data processing
Automated
Predictive maintenance
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