Use Cases / Case Studies

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%O2 Prediction in the Flue Gas in Furnace Operations AI
Use Case

%O2 Prediction in the Flue Gas in Furnace Operations AI

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Order fill projection AI
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Order fill projection AI

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Filter Membrane Predictive Maintenance AI
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Filter Membrane Predictive Maintenance AI

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Asset Utilization (OEE) Monitoring AI
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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
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Accelerate Biopharmaceutical Scale-Up AI

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Steam Consumption Optimization
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Steam Consumption Optimization

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Digital Transformation – Process Manufacturing Case Study food-and-beverages
Predicting Heat Exchanger Fouling with Machine Learning for Better Efficiency
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Predicting Heat Exchanger Fouling with Machine Learning for Better Efficiency

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Statistical Process Control
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Statistical Process Control

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Cooling Tower Health Monitoring
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Cooling Tower Health Monitoring

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Multi-Effective Evaporator (Steam)
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Multi-Effective Evaporator (Steam)

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Plant Wide Dashboard
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Plant Wide Dashboard

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Overall Equipment Effectiveness & Availability (OEE) Reporting
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Overall Equipment Effectiveness & Availability (OEE) Reporting

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Optimizing Distillery Operations with OEE and Predictive Maintenance
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Optimizing Distillery Operations with OEE and Predictive Maintenance

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Golden Batch for Distillery Industry
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Golden Batch for Distillery Industry

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Make Up Water Feed Optimization in Cooling Tower Operations
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Make Up Water Feed Optimization in Cooling Tower Operations

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Predictive Maintenance of Lyophilizers
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Predictive Maintenance of Lyophilizers

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Batch Alarm Analysis & Interpretation
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Batch Alarm Analysis & Interpretation

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Soft - Sensor for Yield Prediction
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Soft - Sensor for Yield Prediction

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Cycle Time Optimization
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Cycle Time Optimization

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Digital Transformation – Process Manufacturing
Heat Exchangers Performance Monitoring
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Heat Exchangers Performance Monitoring

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Predict Conveyer Belt Tensioning Date
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Predict Conveyer Belt Tensioning Date

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CO & Nox Prediction for Boiler - Energy Sustainability
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CO & Nox Prediction for Boiler - Energy Sustainability

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Cooling Tower Health Monitoring
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Cooling Tower Health Monitoring

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Energy Yield Prediction for Steam Turbine Operations
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Energy Yield Prediction for Steam Turbine Operations

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Chromatography and Transition Analysis
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Chromatography and Transition Analysis

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Aggregate and Analyze Alarms
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Aggregate and Analyze Alarms

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Continuous Process Verification
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Continuous Process Verification

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Shift Handover Report
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Shift Handover Report

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Overall Equipment Effectiveness (OEE) Reporting
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Overall Equipment Effectiveness (OEE) Reporting

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Batch Quality Prediction
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Batch Quality Prediction

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Leaching Rate Prediction in Manganese Ore Processing​
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Leaching Rate Prediction in Manganese Ore Processing​

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Bearing Failure Analysis​
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Bearing Failure Analysis​

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Identification of Internal cracks in Aluminium Billets​
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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​
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Chemical & Structural Properties Analysis of Coke & Pitch​

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Rolling Process Optimization for Electrical Steel​
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Rolling Process Optimization for Electrical Steel​

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Data Driven Root-Cause Analysis​
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Data Driven Root-Cause Analysis​

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Nozzle Clogging Prediction during Continuous Casting​
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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
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Hanging Prediction in Blast Furnace

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Predictive Maintenance of Heat Exchanger​
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Predictive Maintenance of Heat Exchanger​

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use-cases
Predict Conveyor Belt Tensioning Date​
Use Case

Predict Conveyor Belt Tensioning Date​

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Case Study
Iron Ore Quality during Mining Operations
Use Case

Iron Ore Quality during Mining Operations

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