Effective monitoring of a debutanizer column is essential for maximizing the LPG content in the top ...
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Use Cases
Jun 1, 2025 7:17:15 PM
Debutanizer Column (Distillation Column) monitoring AI
Effective monitoring of a debutanizer column is essential for maximizing the LPG content in the top product and optimizing overall distillation performance. Continuous monitoring of the C4 fraction in the bottom products ensures process efficiency and quality control. Implementing a predictive model to estimate the butane fraction in the bottoms enhances performance by allowing for real-time adjus...
Use Cases
Jun 1, 2025 7:17:01 PM
Prediction of power output in natural gas-fired power generation plant AI
Predicting power output in natural gas-fired peaker power plants is critical due to their intermittent operation and high economic significance. These plants, which supply power sporadically and at a premium price, pose a unique challenge for grid operators. We aim to forecast power output based on environmental conditions, enabling more informed decisions about plant activation and power purchasi...
Use Cases
Jun 1, 2025 6:08:52 PM
Heat Exchangers Performance Monitoring AI
Predicting the end-of-cycle (EOC) for a heat exchanger due to fouling is a persistent challenge for refineries. By proactively forecasting when a heat exchanger requires cleaning, refineries can implement risk-based maintenance planning, optimizing processing rates, and reducing operating and maintenance costs. Historically, engineers had to manually combine data entries in spreadsheets, spending ...
Predicting power output in natural gas-fired peaker power plants is critical due to their intermitte...
Predicting the end-of-cycle (EOC) for a heat exchanger due to fouling is a persistent challenge for ...