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Industrial Use Cases

Welcome to your go-to resource for factories to learn how to optimize more efficiently using AI. Tailored for Engineers, Metallurgists, and Plant Managers in Steel, Chemicals, and Oil & Gas industries, our technical AI Playbooks provide tactical steps to maximize profits and sustainability at the same time.

Industrial Use Cases
Use Case: Caster Optimization for Surface Defect Reduction
Steel

Use Case: Caster Optimization for Surface Defect Reduction
Use Case: Electric Arc Furnace Temperature and Oxygen Forecasting
Steel

Use Case: Electric Arc Furnace Temperature and Oxygen Forecasting
Use Case: Proactive Herbicide Quality Stabilization
Chemicals

Use Case: Proactive Herbicide Quality Stabilization
Use Case: Pesticide Batch Yield Maximization
Chemicals

Use Case: Pesticide Batch Yield Maximization
Use Case: Vinyl Chloride Monomer Purity Forecasting
Chemicals

Use Case: Vinyl Chloride Monomer Purity Forecasting
Use Case: Polyethylene Production Optimization
Chemicals

Use Case: Polyethylene Production Optimization
Use Case: Batch Release Testing
Chemicals

Use Case: Batch Release Testing
Use Case: Ammonia Process Energy Minimization
Chemicals

Use Case: Ammonia Process Energy Minimization
Use Case: Flare Emissions Minimization
Chemicals

Use Case: Flare Emissions Minimization
Use Case: Cutter Stock Additive Minimization
Chemicals

Use Case: Cutter Stock Additive Minimization
Use Case: Induced Draft Cooling Tower Energy and Water Minimization
Chemicals

Use Case: Induced Draft Cooling Tower Energy and Water Minimization
Use Case: Heat Exchanger Maintenance Optimization
Chemicals

Use Case: Heat Exchanger Maintenance Optimization
Use Case: Catalyst Lifecycle Optimization
Chemicals

Use Case: Catalyst Lifecycle Optimization
Use Case: Golden Batch Analysis
Chemicals

Use Case: Golden Batch Analysis
Use Case: Continuous Process Soft Sensor
Chemicals

Use Case: Continuous Process Soft Sensor
Use Case: Fracture and Energy Minimization for Wire Drawing
Steel

Use Case: Fracture and Energy Minimization for Wire Drawing
Use Case: Fuel Rate Minimization
Steel

Use Case: Fuel Rate Minimization
Use Case: Ferroalloy Additive Minimization
Steel

Use Case: Ferroalloy Additive Minimization
How to Pick the Right Use Case for Machine Learning
Digitalization

How to Pick the Right Use Case for Machine Learning