![Use Case: Caster Optimization for Surface Defect Reduction](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_258340961_2024-04-29-222335_eppr.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1714429415&s=bc94e8cb6c98fc90461d0758af0265cb 800w)
Steel
Use Case: Caster Optimization for Surface Defect Reduction
![Use Case: Electric Arc Furnace Temperature and Oxygen Forecasting](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_284967263_2024-04-29-224013_sjys.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1714430413&s=8b81cc2e18f49113265ad3200fc55750 800w)
Steel
Use Case: Electric Arc Furnace Temperature and Oxygen Forecasting
![Use Case: Proactive Herbicide Quality Stabilization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_480952773_2024-03-27-005852_ihdf.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711501132&s=21372037cddd12a1814e64ba3f6de2dc 800w)
Chemicals
Use Case: Proactive Herbicide Quality Stabilization
![Use Case: Pesticide Batch Yield Maximization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_119443055_2024-03-27-004647_rwwh.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711500408&s=53f9c822b8ce69f0145e232b89005550 800w)
Chemicals
Use Case: Pesticide Batch Yield Maximization
![Use Case: Vinyl Chloride Monomer Purity Forecasting](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_762421107_2024-03-26-235343_ftwd.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711497223&s=7e1529286ad2d225af1aceb7c05a39b6 800w)
Chemicals
Use Case: Vinyl Chloride Monomer Purity Forecasting
![Use Case: Polyethylene Production Optimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_656098118_2024-03-22-161057_mqzp.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711123857&s=010eb632b144da4387c0d4a5a87e8b42 800w)
Chemicals
Use Case: Polyethylene Production Optimization
![Use Case: Batch Release Testing](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_231698694_2024-03-19-182757_ifve.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1710872877&s=61c664b6448fc4da836a7cbead9fee2e 800w)
Chemicals
Use Case: Batch Release Testing
![Use Case: Ammonia Process Energy Minimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_523127495_2024-03-22-140516_jaaz.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711116316&s=03ea8df6876d9b55fa5deb2114992000 800w)
Chemicals
Use Case: Ammonia Process Energy Minimization
![Use Case: Flare Emissions Minimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_630767616_2024-03-27-001212_nbax.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711498332&s=f94a63431fb9ef7dc09c10f14d0fa15f 800w)
Chemicals
Use Case: Flare Emissions Minimization
![Use Case: Cutter Stock Additive Minimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_717143703_2024-03-27-002730_ghwv.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711499250&s=175279eaabed9517208efebf07ef9c8a 800w)
Chemicals
Use Case: Cutter Stock Additive Minimization
![Use Case: Induced Draft Cooling Tower Energy and Water Minimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_660597308_2024-03-26-231301_bewc.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1711494783&s=71324c1d7b14bc0f9d5fe55286421c67 800w)
Chemicals
Use Case: Induced Draft Cooling Tower Energy and Water Minimization
![Use Case: Heat Exchanger Maintenance Optimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_488384626_2024-03-19-180408_njxr.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1710871448&s=54b6566f437c41495041236c2d722bbd 800w)
Chemicals
Use Case: Heat Exchanger Maintenance Optimization
![Use Case: Catalyst Lifecycle Optimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_740924005.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1708728028&s=77ec65e51bb57ce4611b45ea547e430f 800w)
Chemicals
Use Case: Catalyst Lifecycle Optimization
![Use Case: Golden Batch Analysis](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_708366784_2024-02-23-220304_pdkj.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1708725784&s=07af9ce8ed2ccdf4aba8e52c4fca4f87 800w)
Chemicals
Use Case: Golden Batch Analysis
![Use Case: Continuous Process Soft Sensor](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_418976085_2024-02-23-213605_xake.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1708724166&s=04387de73d80b6334ae70cebb0e46b6f 800w)
Chemicals
Use Case: Continuous Process Soft Sensor
![Use Case: Fracture and Energy Minimization for Wire Drawing](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_686013972_2024-02-12-221958_fzpo.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1707776398&s=0a2e7589c8d700f6be7d98f0ecfc20ad 800w)
Steel
Use Case: Fracture and Energy Minimization for Wire Drawing
![Use Case: Fuel Rate Minimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_270545372.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1707432273&s=3d24d08a36e9ad80c36317aa2e4a35dd 800w)
Steel
Use Case: Fuel Rate Minimization
![Use Case: Ferroalloy Additive Minimization](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_490420175_2024-02-08-210635_nxzt.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1707432275&s=fca23bfb6da4641099b36c59b0b235ab 800w)
Steel
Use Case: Ferroalloy Additive Minimization
![How to Pick the Right Use Case for Machine Learning](https://craft-ferolabs.transforms.svdcdn.com/production/AdobeStock_433354824_2023-10-24-210616_lvon.jpeg?w=800&h=600&q=80&fm=webp&fit=crop&crop=focalpoint&fp-x=0.5&fp-y=0.5&dm=1707432274&s=a387bdbbfe899287b0a1545d4fdaa1ab 800w)
Digitalization