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Beyond Compliance
Putting SPC to Work in Your
Manufacturing Plant
The Sponsor
✔
✔
✔
Plant Management Platform
BEYOND COMPLIANCE
Before we get started
BEYOND COMPLIANCE
Helpful tips
✔ Informal, conversational approach
✔ Ask Questions (Q&A at end)
✔ Only panelists are displayed/heard
✔ Recording link will be shared
✔ Slides will also be shared
✔ Audio issues? Use call-in number
About the Presenters
BEYOND COMPLIANCE
Shamonique Schrick
Solutions Architect
Eric Hansen
VP Technical Solutions
● Over 10 years of experience as an auditor, food
safety expert, and quality specialist
● Degrees in biochemistry and molecular biology
● Treehouse Foods, Cargill, MillerCoors, CSM
Bakery
● Over 20 years of experience across Healthcare,
Logistics, Manufacturing
● Expertise on safety, compliance, operations, and
quality programs
● 9 years at SafetyChain
Benefits of SPC
Reduce cost,
manage waste &
rework
Increase efficiency
& productivity
Comply with FDA,
FSMA, USDA, etc
High spec
conformance
BEYOND COMPLIANCE
Visibility into
process variability
for informed
decisions
What is SPC (Statistical Process Controls)?
✔ Uses statistics to:
○
○
○
○
BEYOND COMPLIANCE
✔ SPC tools provide process level
visibility:
○
○
○
○
Control Charts - Xbar-R & Xbar-S
✔ Periodic samples plotted over time
✔ Xbar (Mean Chart):
✔ XBar-R (Range Chart):
✔ XBar-S (Sigma Chart):
BEYOND COMPLIANCE
Control Limits & Run Rules
✔ Control Limits
○
✔ Run Rules
○
BEYOND COMPLIANCE
Histogram - Process Variation
✔ What is process variation?
○
○
BEYOND COMPLIANCE
✔ How do you account for process
variation?
○
○
Process Capability Measures - Cpk & Ppk
✔ Shows how well production conforms to specifications
✔ Cpk = 2 is 6 Sigma: Cpk < 1, not capable of meeting specification
✔ 1.33 Ppk = 99.99% of all materials are within specification
BEYOND COMPLIANCE
3 Cases of SPC
in Action
Case 1: Optimize Yield
Example: Cook Temp
Outcome: Optimize yield subject to
compliance requirement
BEYOND COMPLIANCE
Temperature Variability, Low Yield
Oven Baked Cookies or Bread
• Bread: Too Hot temperatures - baked
unevenly, misshaped product, Too Low -
raw product, dense loaves
• Cookies: Too Hot - cookies will spread
too much (melted), Too Low -
underbaked, pale and no spreading
BEYOND COMPLIANCE
Case 2: Minimizing Giveaway
Example: Package Weights
Outcome: Minimize give-away, subject
to compliance requirement
BEYOND COMPLIANCE
Case 3: Package Weight - Lotions
Shea Butter Lotion. It’s not easy.
• Too light? Too fluffy? Thin? This
can miss minimum weight
• Too dense? Too heavy? This can
mean overfill OR rework
• Specific gravity and overall
package weight are variables
BEYOND COMPLIANCE
Example: Real time operational
control: pH Viscosity
Outcome: Meet both ends of the
requirement.
BEYOND COMPLIANCE
Case 3: Multi-Attribute Control
Acidified Foods + Hot Fill Hold
Fruit Fillings: pH, Temp, and Viscosity
• pH <4.6
• Hot Fill - used to sterilize packaging
• Affect the quality of the product
BEYOND COMPLIANCE
Building an SPC Program in Your Plant
● How can we impact
performance?
● What are those data
points?
● Set improvement goal
BEYOND COMPLIANCE
● Where to find data
● How to deploy and
monitor - who?
● Tool setup and
maintenance
● List control charts
● Active monitoring
● Review with teams
● Visibility/shareability is
key
● Review goals - miss?
Hit? Rinse/repeat
● Troubleshoot off
quality issues
POLL
What best describes your use of SPC?
A few tips to leave you with...
✔ Risk/impact assessment of the operation (can just be a line) to identify key
processes and attributes
✔ Understand how those attributes affect overall performance and how weight, pH,
viscosity, cook temp affect margins, profit, yield, and compliance
✔ Ask around - has anyone in your plant done this before? Has another
plant/facility? Be curious!
BEYOND COMPLIANCE
Q&A
BEYOND COMPLIANCE
Resources
White Papers & Surveys
Webinars & Videos
Product & Partner Info
Solution Consolation
Learn more at SafetyChain.com
BEYOND COMPLIANCE

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Putting SPC to Work in Your Manufacturing Facility

  • 1. Beyond Compliance Putting SPC to Work in Your Manufacturing Plant
  • 2. The Sponsor ✔ ✔ ✔ Plant Management Platform BEYOND COMPLIANCE
  • 3. Before we get started BEYOND COMPLIANCE Helpful tips ✔ Informal, conversational approach ✔ Ask Questions (Q&A at end) ✔ Only panelists are displayed/heard ✔ Recording link will be shared ✔ Slides will also be shared ✔ Audio issues? Use call-in number
  • 4. About the Presenters BEYOND COMPLIANCE Shamonique Schrick Solutions Architect Eric Hansen VP Technical Solutions ● Over 10 years of experience as an auditor, food safety expert, and quality specialist ● Degrees in biochemistry and molecular biology ● Treehouse Foods, Cargill, MillerCoors, CSM Bakery ● Over 20 years of experience across Healthcare, Logistics, Manufacturing ● Expertise on safety, compliance, operations, and quality programs ● 9 years at SafetyChain
  • 5. Benefits of SPC Reduce cost, manage waste & rework Increase efficiency & productivity Comply with FDA, FSMA, USDA, etc High spec conformance BEYOND COMPLIANCE Visibility into process variability for informed decisions
  • 6. What is SPC (Statistical Process Controls)? ✔ Uses statistics to: ○ ○ ○ ○ BEYOND COMPLIANCE ✔ SPC tools provide process level visibility: ○ ○ ○ ○
  • 7. Control Charts - Xbar-R & Xbar-S ✔ Periodic samples plotted over time ✔ Xbar (Mean Chart): ✔ XBar-R (Range Chart): ✔ XBar-S (Sigma Chart): BEYOND COMPLIANCE
  • 8. Control Limits & Run Rules ✔ Control Limits ○ ✔ Run Rules ○ BEYOND COMPLIANCE
  • 9. Histogram - Process Variation ✔ What is process variation? ○ ○ BEYOND COMPLIANCE ✔ How do you account for process variation? ○ ○
  • 10. Process Capability Measures - Cpk & Ppk ✔ Shows how well production conforms to specifications ✔ Cpk = 2 is 6 Sigma: Cpk < 1, not capable of meeting specification ✔ 1.33 Ppk = 99.99% of all materials are within specification BEYOND COMPLIANCE
  • 11. 3 Cases of SPC in Action
  • 12. Case 1: Optimize Yield Example: Cook Temp Outcome: Optimize yield subject to compliance requirement BEYOND COMPLIANCE
  • 13.
  • 14. Temperature Variability, Low Yield Oven Baked Cookies or Bread • Bread: Too Hot temperatures - baked unevenly, misshaped product, Too Low - raw product, dense loaves • Cookies: Too Hot - cookies will spread too much (melted), Too Low - underbaked, pale and no spreading BEYOND COMPLIANCE
  • 15. Case 2: Minimizing Giveaway Example: Package Weights Outcome: Minimize give-away, subject to compliance requirement BEYOND COMPLIANCE
  • 16.
  • 17.
  • 18. Case 3: Package Weight - Lotions Shea Butter Lotion. It’s not easy. • Too light? Too fluffy? Thin? This can miss minimum weight • Too dense? Too heavy? This can mean overfill OR rework • Specific gravity and overall package weight are variables BEYOND COMPLIANCE
  • 19. Example: Real time operational control: pH Viscosity Outcome: Meet both ends of the requirement. BEYOND COMPLIANCE Case 3: Multi-Attribute Control
  • 20.
  • 21. Acidified Foods + Hot Fill Hold Fruit Fillings: pH, Temp, and Viscosity • pH <4.6 • Hot Fill - used to sterilize packaging • Affect the quality of the product BEYOND COMPLIANCE
  • 22.
  • 23. Building an SPC Program in Your Plant ● How can we impact performance? ● What are those data points? ● Set improvement goal BEYOND COMPLIANCE ● Where to find data ● How to deploy and monitor - who? ● Tool setup and maintenance ● List control charts ● Active monitoring ● Review with teams ● Visibility/shareability is key ● Review goals - miss? Hit? Rinse/repeat ● Troubleshoot off quality issues
  • 24. POLL What best describes your use of SPC?
  • 25. A few tips to leave you with... ✔ Risk/impact assessment of the operation (can just be a line) to identify key processes and attributes ✔ Understand how those attributes affect overall performance and how weight, pH, viscosity, cook temp affect margins, profit, yield, and compliance ✔ Ask around - has anyone in your plant done this before? Has another plant/facility? Be curious! BEYOND COMPLIANCE
  • 27. Resources White Papers & Surveys Webinars & Videos Product & Partner Info Solution Consolation Learn more at SafetyChain.com BEYOND COMPLIANCE