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Use the quick filters to jump to relevant cases. Each card follows a standard format:
- Problem – Initial pain point and baseline KPI.
- Solution – Product line/configuration and process notes.
- Outcome – Measured KPIs and timeframe.
Standard Case Template
- Industry / Process stage
- Raw material / grade
- Baseline and target KPIs (energy, quality, uptime)
- Configuration (disc line, bar profile, slot pattern)
- Measurement window and sample size
- Result summary and validation method
- Download link (PDF)
All Case Studies
We report results against a documented baseline and a defined measurement window.
KPIs
• Energy: kWh/t at matched freeness or target property.
• Fiber Quality Index (FQI): composite of tensile, tear, bulk (normalized).
• Uptime & MTBF: hours between stoppages; changeover duration.
• Throughput: t/h at stable quality and motor load.
Method
• Baseline: 2–4 weeks of production prior to change.
• Window: 2–6 weeks post-commissioning, after stabilization.
• Sampling: shift averages; remove outliers with documented causes.
• Validation: joint sign-off with client; include raw logs in appendix.
Recommended Reading Paths
• Paper & Pulp: Start with “Selecting the Right Refining Set...” then see Tissue Energy −18%.
• MDF Panels: Review wear strategy, then MDF Throughput +7%.
• Food Processing: Begin with sanitary design overview, then Starch CpK improvement.
KPIs
• Energy: kWh/t at matched freeness or target property.
• Fiber Quality Index (FQI): composite of tensile, tear, bulk (normalized).
• Uptime & MTBF: hours between stoppages; changeover duration.
• Throughput: t/h at stable quality and motor load.
Method
• Baseline: 2–4 weeks of production prior to change.
• Window: 2–6 weeks post-commissioning, after stabilization.
• Sampling: shift averages; remove outliers with documented causes.
• Validation: joint sign-off with client; include raw logs in appendix.
Recommended Reading Paths
• Paper & Pulp: Start with “Selecting the Right Refining Set...” then see Tissue Energy −18%.
• MDF Panels: Review wear strategy, then MDF Throughput +7%.
• Food Processing: Begin with sanitary design overview, then Starch CpK improvement.
Deepen Your Understanding
Downloadable Resources
Get a Quote or Talk to an Engineer
Ready to quantify gains in your line?
Our team can model expected outcomes and configure the right refining set or solution for your process.
Our team can model expected outcomes and configure the right refining set or solution for your process.
Tip: Attach recent production logs for faster analysis.
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