Resources Listing AI

Use Cases

Induced-Draft Fan Predictive Maintenance AI

In industrial settings, ensuring the uninterrupted operation of induced-draft fans is essential for maintaining profitability. However, relying solely on routine maintenance schedules can overlook potential failures and incur unnecessary expenses. Additionally, visualizing maintenance trends, particularly concerning fan vibration, becomes challenging due to dust scale build-up. This initiative foc...

Use Cases

Free Lime Modeling AI

Balancing lime addition to minimize both NOx emissions and free lime in clinker poses a significant challenge. With lab samples typically providing feedback with delays of 1-2 hours, operators face difficulties in timely adjustments. Excessive lime addition results in fuel wastage, while inadequate addition leads to poor-quality clinker. This initiative focuses on developing a predictive modeling ...

Use Cases

Burning Zone Temperature Prediction AI

In the quest for quality production, controlling temperature variations within the kiln's burning zone is paramount. The challenge lies in the diverse temperature ranges across the kiln, complicating monitoring and regulation. Low temperatures risk excess free lime, while excessive heat can compromise product quality and refractory lining integrity. This initiative focuses on predictive temperatur...