Challenge

Efficient production of anode-grade coke for the aluminum industry requires optimizing the coke calcination process.

Solution

Utilizing an AI architecture comprising sensors and machine learning algorithms, the coke calcination units operations are improved.

• Historical data is used to train the AI models, enabling them to identify patterns and anomalies in the calcination process.
• Real-time optimization is achieved by adjusting variables like temperature and air flow based on the AIs analysis.
• The AI models maximize efficiency, reduce waste, and enhance output quality.

AI technology used

Machine learning

Clustering & Segmentation

Challenge

Efficient production of anode-grade coke for the aluminum industry requires optimizing the coke calcination process.

Solution

With machine learning and artificial intelligence incorporated in the loop, we built AI models that could significantly reduce human error in inspecting manufacturing lines with less effort and time.

AI technology used

Computer vision

Machine learning

Challenge

Energy & utility companies face the challenge of manual energy meter readings and ensuring engineer safety during substation servicing.

Solution

Leveraging AI models for meter reading automation and safety gear analysis addresses these challenges effectively.

• Leveraging AI models for meter reading automation and safety gear analysis addresses these challenges effectively. Our AI models automate energy meter readings, reducing manual labor and improving accuracy.
• Images of engineers before substation servicing are analyzed by AI models to ensure the correct safety gear is worn, enhancing engineer safety.

AI technology used

Computer vision

Deep Learning

Challenge

Analyzing road images and videos for road segmentation, distress detection, rutting segmentation, and pothole detection

Solution

Utilizing an AI architecture comprising sensors and machine learning algorithms, the coke calcination units operations are improved.

AI technology used

Computer vision

Machine learning