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Enhance gearbox lubrication and calculate churning losses
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Enhance gearbox lubrication and calculate churning losses
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Improve accuracy and safety of dosing and filling processes
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Improve cooling efficiency and manufacturing processes
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Save energy and water with improved washing system performance
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Combustion Engine
Dispensing System
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Gearbox
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Washing System
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ML Model
Enablement
Reduced Order Model trained with Synthetic Data predicts defects in pumps
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Electronics & Electrical Equipment
Other
Other
Scientific Paper
98%
Accuracy Validated
Oil distribution and Churning loss validation
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Automotive
Industrial Machinery
Gearbox
Presentation
140x
Faster TTR
140 water plant simulations in 2 days
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Other
Other
Presentation
750%
Faster TTR w/o Extra cost
At least 5x Faster TaT in peak load scenarios compared to On-premise
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Automotive
Gearbox
Scientific Paper
New
Application
Only available solver that accurately captures water flow and wetting of laundry in washing machines.
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Processing
Electronics & Electrical Equipment
Washing System
Scientific Paper
32x
Faster Time to Result
Non-Newtonian (shear rate dependent) materials simulated in industrial cases.
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Electronics & Electrical Equipment
Processing
Industrial Machinery
Other
Scientific Paper
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