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Use Cases / Case Studies

Oil, Gas & Energy Life Sciences/Pharma Metals, Mining & Cement Food & Beverages Chemicals & Petrochemicals
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Energy Prediction for Boiler Operations
Use Case

Energy Prediction for Boiler Operations

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Emission Monitoring in Gas Steam Turbines Using Advance Analytics
Use Case

Emission Monitoring in Gas Steam Turbines Using Advance Analytics

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Make Up Water Feed Optimization in Cooling Tower Operations
Use Case

Make Up Water Feed Optimization in Cooling Tower Operations

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% O₂ Predicition in the Flue Gas in Furnace Operations
Use Case

% O₂ Predicition in the Flue Gas in Furnace Operations

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AI-Driven Early Event Detection in VRU Compressors
Case Study

AI-Driven Early Event Detection in VRU Compressors

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AI-Driven Sulphur Prediction in Diesel Hydrotreating
Case Study

AI-Driven Sulphur Prediction in Diesel Hydrotreating

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Optimizing Pump Performance for Enhanced Operational Excellence
Use Case

Optimizing Pump Performance for Enhanced Operational Excellence

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Predictive Modeling Enhances Cement Fineness and Quality Control
Use Case

Predictive Modeling Enhances Cement Fineness and Quality Control

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Optimizing Grinding Mill Maintenance with Predictive Analytics
Use Case

Optimizing Grinding Mill Maintenance with Predictive Analytics

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Optimizing Flash Evaporator Performance with Predictive Maintenance AI
Use Case

Optimizing Flash Evaporator Performance with Predictive Maintenance AI

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Debutanizer Column (Distillation Column) monitoring
Use Case

Debutanizer Column (Distillation Column) monitoring

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Mitigating Kiln Stoppages: Innovative Solutions for Mining & Cement
Use Case

Mitigating Kiln Stoppages: Innovative Solutions for Mining & Cement

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Real-Time Quality Prediction in Fertilizer Manufacturing Using Hybrid Soft Sensors
Case Study

Real-Time Quality Prediction in Fertilizer Manufacturing Using Hybrid Soft Sensors

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Optimizing Batch Manufacturing with AI: Reducing Cycle Time and Inefficiencies
Use Case

Optimizing Batch Manufacturing with AI: Reducing Cycle Time and Inefficiencies

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Prediction of power output in natural gas-fired power generation plant AI
Use Case

Prediction of power output in natural gas-fired power generation plant AI

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Solar Inverter Anomaly Detection
Use Case

Solar Inverter Anomaly Detection

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Order fill projection AI
Use Case

Order fill projection AI

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Induced-Draft Fan Predictive Maintenance​ AI
Use Case

Induced-Draft Fan Predictive Maintenance​ AI

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Burning Zone Temperature Prediction​ AI
Use Case

Burning Zone Temperature Prediction​ AI

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Filter Membrane Predictive Maintenance AI
Use Case

Filter Membrane Predictive Maintenance AI

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Asset Utilization (OEE) Monitoring AI
Use Case

Asset Utilization (OEE) Monitoring AI

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Identification, Categorization, & Reporting of Performance Losses​ AI
Use Case

Identification, Categorization, & Reporting of Performance Losses​ AI

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Accelerate Biopharmaceutical Scale-Up AI
Use Case

Accelerate Biopharmaceutical Scale-Up AI

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Continuous Drug Product Quality by Design (QbD) Model AI
Use Case

Continuous Drug Product Quality by Design (QbD) Model AI

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Solid-liquid mixing in rotary drums
Use Case

Solid-liquid mixing in rotary drums

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Distillation Columns Efficiency
Use Case

Distillation Columns Efficiency

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Steam Consumption Optimization
Use Case

Steam Consumption Optimization

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Predicting Heat Exchanger Fouling with Machine Learning for Better Efficiency
Use Case

Predicting Heat Exchanger Fouling with Machine Learning for Better Efficiency

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Statistical Process Control
Use Case

Statistical Process Control

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Multi-Effective Evaporator (Steam)
Use Case

Multi-Effective Evaporator (Steam)

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Plant Wide Dashboard
Use Case

Plant Wide Dashboard

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Overall Equipment Effectiveness & Availability (OEE) Reporting
Use Case

Overall Equipment Effectiveness & Availability (OEE) Reporting

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Optimizing Distillery Operations with OEE and Predictive Maintenance
Use Case

Optimizing Distillery Operations with OEE and Predictive Maintenance

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Golden Batch for Distillery Industry
Use Case

Golden Batch for Distillery Industry

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Modernizing Maintenance Processes with Generative AI in the Manufacturing Industry
Use Case

Modernizing Maintenance Processes with Generative AI in the Manufacturing Industry

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Performance Optimization in Process Compressors
Use Case

Performance Optimization in Process Compressors

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Predictive Maintenance of Lyophilizers
Use Case

Predictive Maintenance of Lyophilizers

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Batch Alarm Analysis & Interpretation
Use Case

Batch Alarm Analysis & Interpretation

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Soft - Sensor for Yield Prediction
Use Case

Soft - Sensor for Yield Prediction

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Cycle Time Optimization
Use Case

Cycle Time Optimization

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Heat Exchangers Performance Monitoring
Use Case

Heat Exchangers Performance Monitoring

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Predict Conveyer Belt Tensioning Date
Use Case

Predict Conveyer Belt Tensioning Date

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CO & Nox Prediction for Boiler - Energy Sustainability
Use Case

CO & Nox Prediction for Boiler - Energy Sustainability

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Cooling Tower Health Monitoring
Use Case

Cooling Tower Health Monitoring

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Predicting CO and NOx emissions from turbines
Use Case

Predicting CO and NOx emissions from turbines

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Energy Yield Prediction for Steam Turbine Operations
Use Case

Energy Yield Prediction for Steam Turbine Operations

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Chromatography and Transition Analysis
Use Case

Chromatography and Transition Analysis

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Aggregate and Analyze Alarms
Use Case

Aggregate and Analyze Alarms

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Continuous Process Verification
Use Case

Continuous Process Verification

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Shift Handover Report
Use Case

Shift Handover Report

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Overall Equipment Effectiveness (OEE) Reporting
Use Case

Overall Equipment Effectiveness (OEE) Reporting

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Batch Quality Prediction
Use Case

Batch Quality Prediction

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Leaching Rate Prediction in Manganese Ore Processing​
Use Case

Leaching Rate Prediction in Manganese Ore Processing​

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Mineral Industry
Use Case

Mineral Industry

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Bearing Failure Analysis​
Use Case

Bearing Failure Analysis​

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Identification of Internal cracks in Aluminium Billets​
Use Case

Identification of Internal cracks in Aluminium Billets​

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Energy Analysis & Optimization of Kneader in Green Anode Plant​
Use Case

Energy Analysis & Optimization of Kneader in Green Anode Plant​

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Pitch Demand & Anode Density Prediction in Green Anode Plant​
Use Case

Pitch Demand & Anode Density Prediction in Green Anode Plant​

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Chemical & Structural Properties Analysis of Coke & Pitch​
Use Case

Chemical & Structural Properties Analysis of Coke & Pitch​

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Aluminum production – Optimized Feed Strategy for ALF3​
Use Case

Aluminum production – Optimized Feed Strategy for ALF3​

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Rolling Process Optimization for Electrical Steel​
Use Case

Rolling Process Optimization for Electrical Steel​

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Data Driven Root-Cause Analysis​
Use Case

Data Driven Root-Cause Analysis​

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Nozzle Clogging Prediction during Continuous Casting​
Use Case

Nozzle Clogging Prediction during Continuous Casting​

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Silicon Content Prediction of Hot Metal in Blast Furnace​
Use Case

Silicon Content Prediction of Hot Metal in Blast Furnace​

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Hanging Prediction in Blast Furnace
Use Case

Hanging Prediction in Blast Furnace

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Real-Time Deployment of BTP Prediction Model in Sinter Plant
Use Case

Real-Time Deployment of BTP Prediction Model in Sinter Plant

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Predictive Maintenance of Heat Exchanger​
Use Case

Predictive Maintenance of Heat Exchanger​

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Predict Conveyor Belt Tensioning Date​
Use Case

Predict Conveyor Belt Tensioning Date​

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Truck Fleet Maintenance Management​
Use Case

Truck Fleet Maintenance Management​

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Iron Ore Quality during Mining Operations
Use Case

Iron Ore Quality during Mining Operations

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Clinker Production Reports
Use Case

Clinker Production Reports

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Free Lime Modeling
Use Case

Free Lime Modeling

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