Seeq Summit Perth 2026 – Leveraging Tissue Paper Production Data Using Seeq – Nina Yu & Kathleen Kay De Regla (Kimberly-Clark).pdf.pptx

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Kimberly-Clark Overview Seeq Summit
Nina 2
1918 1920 1924 1989 153+ Years of Consumer-Centric Innovation We Are Inventors 3
Kathleen 3
4 We Compete in Large, Global Categories With Powerhouse Brands Source: Euromonitor 2023 Market Sizes & Internal Estimates
$56B $36B $13B
BABY & CHILD CARE FEMININE CARE ADULT CARE
$101B $37B FAMILY CARE PROFESSIONAL
Nina 4
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Millicent Mill
Kimberly-Clark’s Millicent Mill is in South Australia and is the home of our iconic Kleenex and Viva brands, as well as our Professional products.
K-C Internal Use Only
Kathleen 5
About Us Kathleen de Regla
Process Engineer
With K-C since June 2023
Dog Person
Prefers Summer Nina Yu
R&D (former Process Engineer)
With K-C since July 2022
Cat Person
Prefers Winter
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K-C Internal Use Only
Both 6
Leveraging Tissue Paper Production Data Using Seeq Kimberly-Clark IFP ANZ Pty. Limited Data shown is illustrative and has been simplified for presentation purposes
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K-C Internal Use Only
Use case #1: Monitoring of Paper Towel Converting Process A rolled converting asset transforms a large parent roll from the tissue machine into consumer-ready rolls we see in the market.
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K-C Internal Use Only
Use case #1: Monitoring of Paper Towel Converting Process Challenge: Reduced overall equipment efficiency due to diameter variations on specific products
Solution: Create signals to show upper and lower limits to visualize variability
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K-C Internal Use Only
Solution: Use ‘conditions’ and ‘capsule view’ to compare machine parameters for each product run.
10 Use case #1: Monitoring of Paper Towel Converting Process
K-C Internal Use Only
Result:
Easily compared good and bad runs Helped support troubleshooting using real-time data improved diameter control increased machine speed and reduced waste Improved product OEE by 10%
11 Use case #1: Monitoring of Paper Towel Converting Process
K-C Internal Use Only
Pulpers are used to process virgin, recycled, or broke bales into useable pulp for tissue manufacturing.
12 Use case #2: Monitoring Pulper Efficiency
K-C Internal Use Only
Challenge: Decreasing efficiency can cause longer pulping time increase batch process time higher energy consumption No readily available tags to measure efficiency Processing time / pulping time can vary on type of product 13 Use case #2: Monitoring Pulper Efficiency Relying on operator feedback for issue
No proper monitoring
Reactive vs Proactive
K-C Internal Use Only
Solution: Transform ‘raw’ signals into ‘conditions’ to isolate desired event
14 Use case #2: Monitoring Pulper Efficiency
K-C Internal Use Only
Solution: Create signals based on condition aggregations to establish KPI
15 Use case #2: Monitoring Pulper Efficiency
K-C Internal Use Only
Result: 10-years worth of historical data loaded in a few minutes vs 1-2 hours in excel. Used to identify periods of decline which triggers preventive maintenance Transformed the approach from reactive to predictive and avoid machine breakdowns.
16 Use case #2: Monitoring Pulper Efficiency
K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements Tissue Machine Background: Large loops of fabric => form and dewater pulp => tissue paper!
Fabric material and structure => conditioning requirements
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K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements Challenge: Fabric conditioning strategy => manual settings Fabric life => highly variable Significant replacement cost (USD XX,000) => how to prolong life?
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K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements Solution: Create a condition where a capsule = life of one fabric () OR (y > 20000 revs) OR (no data)
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Negligible dummy value to visually differentiate capsules Refresher from high school!
If a derivative is positive, its function is increasing No change in revolutions = Machine is shut
K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements Solution: Use ‘Capsule View’ => overlay other signals for comparison
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K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements
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K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements Results: Expedited comparison of settings vs. using Excel E.g., statistical analysis: obtain with just few clicks
Easily visualize and overlay signals atop each other, vs. creating and merging multiple charts
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vs Export from database Organise and collate data Practice data hygiene Type in formulae, etc. Use case can be set up within 10 minutes 1-2 hours to do equivalent study on Excel
K-C Internal Use Only
Use case #3: Comparing Tissue Machine Run Settings between Felt Fabric Replacements
Results: More optimal, consistent conditioning strategy => prolong life from 1 week (worst case) to >30 days Reduce spend (each fabric is USD XX,000)
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K-C Internal Use Only
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