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Presentation Outline
• Background• Projects
– Air Leak Audit– Hand Washing Sink Audit– Water Trough Audit– Statistical Process Control
• Reflection
Andrew Sellers
• Born in Salina• B.S. – Industrial Engineering at KSU
– Grad Date: Dec. 2005
• Master’s – Business Admin. at KSU– Expected Grad. Date: May 2008
• Pollution Prevention Institute Intern• Career Interests
– Finance– Alternative Energy
Energy Reduction Projects
• Air Leak Audit
• Hand Washing Sink Audit
• Water Trough Audit
• Statistical Process Control – Analysis of Topping Weights
Air Leak Audit
• Identified 46 leaks costing Schwan’s $23,000+ in electricity
• Common locations: – Water Traps– Air Hoses– Air Hose Nozzles
• Created maintenance notifications to repair leaks
• Created Air Leak Audit Procedure for future audits
• Predictive Maintenance order will come up every 6 months in SAP
Water Audit – Information Gathered
• Created map of all sinks in the plant
• Flow Rates – Continuously Running Water
• Flow Rates - Water Troughs
• Costs associated with wasted water
Water Project Assumptions
• Water Cost – $1.97 per CCF
• Natural Gas Cost - $7.00 per DTH– Assumed incoming temp was 50oF– Assumed boiler operates @ 60% efficiency
• WWTP Cost – $2.97 per 1000 gallons– Conservative estimate without Fixed Costs
• Assumed 20% usage of hand washing sinks
Hand Washing Sink Audit
• 53 sinks in plant– 36 had continuously running water
• Why? - To keep water at 100oF• Average Annual Cost:
– Water/sink: $373.89– Energy/sink: $788.25– WWTP/sink: $421.66
• Average Total Cost of Continuously Running Water per sink: $1,583.80
Alternatives
• Grundfos Comfort System– Installed on sample sink– Could not guarantee 100oF– Could not overcome any pressure difference
• Stiebel Eltron Tempra 20– Instantaneous Electric Water Heater– Minimum Water Flow is 2.2 GPM– Can Handle 60oF Temperature
Rise at 2.2 GPM– Cold Water In, 100+oF Out
Tempra 20 Costs vs. Savings – Per Sink
• Initial Costs $2,500– Unit: $720– Installation: $780– Electrical: $1,000
• Annual Savings$654– Water $374– Energy $788– WWTP $422– Electric vs. Gas ($930)
Instantaneous Water Heater Cash Flows
Year 0 Year 1 Year 2 Year 3 Year 4 Year 5
Initial Investment
$-2,500
Net Savings
$654 $654 $654 $654 $654
Net Cash Flow
$-2,500 $654 $654 $654 $654 $654
Cost of Capital: 12%Payback Period: 3 years 9.9 monthsNPV (5 years only): -143
Recommended
Water Trough Study
• Performed time study for 30 minutes @ West Entrance – North Trough
• 59 gallons were wasted• Assume same waste every 30 minutes for
18 hours a day…– Water Cost: $2,054– Energy Cost: $4,351– WWTP Cost: $2,316– Total Cost: $8,721
Recommendations
• Remove water troughs at West Entrance and replace each with freestanding sinks
• Superior Plumbing quotes:– 4 sinks: $5,800– 8 sinks: $11,300
• Payback Period < 1 year
Recommended
Statistical Process Control
• Blast 2– Canadian Bacon – Veggies– Pepperoni– Mushroom– Sausage
• Blast 7– Cheese– Pepperoni– Sauce
• Blast 3– Line 1
• Cheese– Line 2
• Cheese
Method
• Collect Data– Measure topping weights on all lines– 5 Trays at a time– Collect 40 samples (Blast 7 – 20 samples)
• Analyze Data– Minitab
• Control Charts• Normality Tests• Process Capability
What We Found
• Machines are not applying toppings evenly – Need to balance!
• Excess Toppings totaling $276,000/year– $200,000 from Blast 3 Line 1 Cheese
• Quality Issues– Under applying toppings amounts to
$365,000/year– Cuts costs, but could lead to unsatisfied
customers
Blast 2 – Canadian Bacon
South LineMiddle LineNorth Line
3.6
3.4
3.2
3.0
2.8
2.6
2.4
2.2
Data Target = 2.94
Boxplot of North Line, Middle Line, South Line
5.14.84.54.23.9
LSL Target USL
LSL 4.05Target 4.35USL 4.65Sample Mean 4.42375Sample N 40StDev(Within) 0.291437StDev(Overall) 0.296349
Process Data
Cp 0.34CPL 0.43CPU 0.26Cpk 0.26
Pp 0.34PPL 0.42PPU 0.25Ppk 0.25Cpm 0.33
Overall Capability
Potential (Within) Capability
% < LSL 7.50% > USL 27.50% Total 35.00
Observed Performance% < LSL 9.98% > USL 21.88% Total 31.86
Exp. Within Performance% < LSL 10.36% > USL 22.26% Total 32.62
Exp. Overall Performance
WithinOverall
Process Capability of West
5.45.25.04.84.64.44.24.0
LSL Target USL
LSL 4.05Target 4.35USL 4.65Sample Mean 4.7175Sample N 40StDev(Within) 0.20714StDev(Overall) 0.311578
Process Data
Cp 0.48CPL 1.07CPU -0.11Cpk -0.11
Pp 0.32PPL 0.71PPU -0.07Ppk -0.07Cpm 0.21
Overall Capability
Potential (Within) Capability
% < LSL 2.50% > USL 62.50% Total 65.00
Observed Performance% < LSL 0.06% > USL 62.77% Total 62.84
Exp. Within Performance% < LSL 1.61% > USL 58.58% Total 60.18
Exp. Overall Performance
WithinOverall
Process Capability of East
Blast 3 – Line 1 Cheese
Mean = Target
Mean >> Target
7.26.96.66.36.0
LSL Target USL
LSL 6.3923Target 6.6923USL 6.9923Sample Mean 6.70337Sample N 40StDev(Within) 0.254441StDev(Overall) 0.301097
Process Data
Cp 0.39CPL 0.41CPU 0.38Cpk 0.38
Pp 0.33PPL 0.34PPU 0.32Ppk 0.32Cpm 0.33
Overall Capability
Potential (Within) Capability
% < LSL 20.00% > USL 17.50% Total 37.50
Observed Performance% < LSL 11.07% > USL 12.81% Total 23.88
Exp. Within Performance% < LSL 15.08% > USL 16.86% Total 31.94
Exp. Overall Performance
WithinOverall
Process Capability of West
7.26.96.66.36.0
LSL Target USL
LSL 6.3923Target 6.6923USL 6.9923Sample Mean 6.58975Sample N 40StDev(Within) 0.222079StDev(Overall) 0.257707
Process Data
Cp 0.45CPL 0.30CPU 0.60Cpk 0.30
Pp 0.39PPL 0.26PPU 0.52Ppk 0.26Cpm 0.36
Overall Capability
Potential (Within) Capability
% < LSL 22.50% > USL 5.00% Total 27.50
Observed Performance% < LSL 18.70% > USL 3.49% Total 22.19
Exp. Within Performance% < LSL 22.18% > USL 5.91% Total 28.09
Exp. Overall Performance
WithinOverall
Process Capability of East
Blast 3 – Line 2 Cheese
Mean = Target
Mean < Target
Recommendations - SPC
• Continue to collect topping data – it is extremely useful in locating sources of waste
• Standardize measuring trays – We noticed a ¼” difference in diameter of trays being used for the same pizza size
• Make machine adjustments to balance lines – Could save lots of $$$
Summary of Energy Reduction Projects
Project Description
Environmental Impact
Annual Cost
Status
Plant Air Audit Reduce 458,338 kWh of energy/year
$23,000 In Progress
Handwashing Sink Audit
7.5 million gallons/year
$77,000 Recommend Electric Heaters
Water Trough Study
4.4 million gallons/year
$55,000 Recommend Replacing with Individual Sinks
Statistical Process Control
517,000 lbs/year of excess toppings
$276,000 Information Collected; Needs Further Research
Reflection
• What I have learned– Network
• Determine who to turn to for questions ASAP within Schwan’s and outside of Schwan’s
– Communication• Learning to be assertive
– Project Management• Manage time to ensure completion of projects
– Information Gathering• Takes time, but necessary to justify projects
Acknowledgements
• People who have provided me with valuable info:– Jon Robertson– Chris Sharpe– Jay Reimer– Chris Harapat (Superior Plumbing)– Randy Simmons– Cathy Raymer– Garry Waldren– Chuck Thornberg– Brian Beier– Phillip Richardson– Bryan Downie