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Use Case Jun 11, 2025 6:13:06 PM

Grinding Mill KPI Monitoring

Effective monitoring of key performance indicators (KPIs) in grinding mills is crucial for preventing prolonged shutdowns, revenue loss, and potential environmental or safety hazards. This initiative ...

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Digital Transformation – Process Manufacturing Metals, Mining & Cement Case Study
Use Case 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 ...

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Chemicals & Petrochemicals Oil and gas Digital Transformation – Process Manufacturing Case Study
Use Case Jun 1, 2025 7:16:18 PM

%O2 Prediction in the Flue Gas in Furnace Operations AI

In the domain of fired heater operations, accurate monitoring and prediction of oxygen levels in flue gases play a critical role in ensuring operational efficiency and safety. This project focuses on ...

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Digital Transformation – Process Manufacturing Case Study Power Generation
Use Case Jun 1, 2025 7:10:45 PM

Order fill projection 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 imple...

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Digital Transformation – Process Manufacturing Case Study Other Manufacturing
Use Case Jun 1, 2025 7:03:49 PM

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 pot...

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Digital Transformation – Process Manufacturing Metals, Mining & Cement Case Study
Use Case Jun 1, 2025 7:02:24 PM

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 ...

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Digital Transformation – Process Manufacturing Metals, Mining & Cement Case Study Solution
Use Case Jun 1, 2025 6:57:20 PM

Pump Health Monitoring​​ AI

Inability to detect and anticipate pump performance issues can result in prolonged shutdowns, revenue loss, and potential environmental or safety hazards.

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Life Sciences/Pharma Digital Transformation – Process Manufacturing Case Study
Use Case Jun 1, 2025 6:54:39 PM

Filter Membrane Predictive Maintenance AI

Ineffective Clean-In-Place (CIP) procedures or fouling of filter membranes can lead to various operational challenges, including increased cycle times, lost yield, or poor product quality. Additionall...

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Life Sciences/Pharma Digital Transformation – Process Manufacturing Case Study
Use Case Jun 1, 2025 6:19:53 PM

Batch Tracking and Cycle Time Analysis AI

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, pinpointin...

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Life Sciences/Pharma Digital Transformation – Process Manufacturing Case Study Other Manufacturing
Use Case Jun 1, 2025 6:17:54 PM

Asset Utilization (OEE) Monitoring AI

Asset Utilization (OEE) Monitoring aims to analyze the performance of batch processes by identifying time spent in various phases. This analysis helps reduce unproductive process time, such as during ...

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Life Sciences/Pharma Digital Transformation – Process Manufacturing Case Study Solution