fee-based business growing - skf
TRANSCRIPT
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Fee-based businessgrowing• Currently SEK 1 billion / annum
• Growing quickly
• Customer wins across allregions
• Process industries in focus
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A World of ReliableRotation -Gearing up competences and rebalancing footprint
R&D engineers /experts since 2017:
• +45% in China
• +60% in USA/Canada
• Flat in Europe
From 5 to 56 data scientists
50% increase in Digital Twin /Software Development experts
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The air compressor and the drive e-motor
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Rotation as a Service – components and enablers
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SKF静音深沟球轴承
2
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Ball bearings for e-motors: SKF in Xinchang
AEM静音产品型号系统 – AEM silent bearing range
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Reconditioned oil – a key part of Rotation as a Service
• Reduced oil consumption and CO2 footprint
• Reduced maintenance – fewer (no) oil changes• Increased machine uptime
• Oil cleanliness = lower friction, longer life• Reduced oxidation = longer use of same oil
Treating the oil…
New oil Used oil RecondOilParticle Count
(ISO 4406) 17/16/10 18/16/13 17/15/12
Resistance to Oxidation(RBOT, in min) 15% better ref 15% better
Air compressor
…leads to less wear and friction
New oil Used oil RecondOil
SKF Wear method 70% less ref 60% less
Friction coefficient 20% lower 0.045 20 % lower
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“Automated Machine Modeling”:
• SW selects its own algorithms• Generates digital models of machines• Continuously validates and maintains models
Dozens ofalgorithms?
?
?
Artificial Intelligence
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Prognosing drivelinehealth at pulp mill inBrazil• Pulp bleaching system
• 15 motor – pump drivelines
• Bearing monitoring- andprocess data
• SKF AI (Presenso) algorithmanalytics
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Pump B – prognosing an unexpected machine failure
AI Center of Excellence
First Prediction17-Dec
Anomaly Detected29-Dec
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Refrigerant flow in compressor bearing
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Leading the development of hybrid bearings
• Rolling elements made of bearinggrade silicon nitride (Si3N4)
• Rings made of steel
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Using hybrid bearings in a compressor upgrades performance
Bearing Description L10hyb (h) L10ISO (h)
SKF7310BE-HC5
Load Light / Moderate P=4,6kN (C/P = 21)
420 100 4 200Speed 9 600 rpm
Lubrication Poor (high contamination with refrigerant) 0.2=ߢ-
Contamination moderate solid particle contamination, ߟ = 0.4
GBLM ISO 281
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Rotation as a Service – the Circular Economy, made real
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