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Use Cases

Pollutant Dispersion in Car Parking

Evaluating the ventilation rate and predicting the distribution of temperature and exhaust gas

Use Cases

Office Space Ventilation

Thermal comfort analysis is done using CFD, considering factors like temperature, Heat and humidity

Use Cases

Predict Conveyer Belt Tensioning Date

In industrial operations, the gradual decline in conveyor belt tension poses a persistent challenge, often resulting in tracking issues and frequent belt failures. With a fleet of 100 belts, such failures can disrupt production schedules, leading to substantial costs and operational downtime.

Use Cases

Order fill projection

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 ...

Use Cases

Batch Tracking and Cycle Time Analysis

Reducing cycle time in batch manufacturing is challenging due to the complexity of defining and analyzing process phases to identify variations and idle times between batches. Additionally, pinpointing areas for process and capital improvements requires detailed understanding and analysis. Effective batch tracking and cycle time analysis are essential to uncover inefficiencies, minimize idle times...

Use Cases

Optimizing Flash Evaporator Performance with Predictive Maintenance

In the chemical industry, flash evaporators are crucial assets that require careful monitoring and maintenance to minimize runtime failures and downtime. However, the operations plant team faces numerous operational challenges due to frequent failures of critical assets like evaporators. This use case focuses on implementing predictive maintenance strategies for flash evaporators to address these ...

Use Cases

Predictive Maintenance of Heat Exchanger

Fouling, the unwanted deposition of materials on heat transfer surfaces, poses a significant threat to the efficiency of heat exchangers in process heating and cooling applications. By insulating heat transfer surfaces and impeding heat exchange, fouling undermines overall efficiency. Predicting the end-of-cycle (EOC) for a heat exchanger due to fouling is a persistent challenge across industries....