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About Warehouse
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© 2011 Material Handling Industry®. Copyright claimed as to audiovisual works of seminar sessions and sound recordings of seminar sessions. All rights reserved.
Welcome to Session 205
Using Metrics to Drive Warehouse Performance Improvement
Sponsored by:Presented by:
John M. Hill
WE’VE HAD QUITE A RIDE!
2011 FORECAST: 11 to 12% GROWTH
READY FOR THE TURNAROUND?
NAVIGATING THE NAVIGATING THE SUPPLY CHAIN SUPPLY CHAIN
JUNGLEJUNGLE
WE’VE GOT THE TOOLS!
Supply Chain Execution Systems--- right time
Material Handling & Controls--- right condition
Network & Process Optimization--- right environment
Automatic ID & Data Capture--- right material
"Would you tell me please, which way I ought to go
from here?" "That depends a good deal on where you
want to get to," said the cat. "I don't much care
where," said Alice. "Then it doesn't matter which way
you go," said the cat.
HOW DO YOU GET THERE?
ROADMAP TO EXCELLENCE
Establish Target Performance MetricsProfile & Measure Current Performance
Map Processes, Material & Data Flows Define Trading Partner Needs
Identify Gaps & Opportunities
Launch InitiativePrepare Roadmap & Action PlanMatch Likely Costs & BenefitsPut a Value on Potential Incremental Gains
Define Structural & Functional NeedsExamine Alternatives to Close the Gaps
WHAT WOULD MOM SAY?
CONGESTIONDoes the facility resemble an LA freeway at rush hour? Are pickers delayed while waiting for others in the same area? How about slotting & activity scheduling? Spread the fast moversacross a wider pick front.CLEAN, WELL - LIGHTED SHIPAre work areas clean or cluttered? What about lighting?Are storage, staging & pick locations well & logically marked? What about the temperature? Too cold? Too hot?THE DIRTY FINGER TEST
While walking through the storage or picking areas closest to the shipping docks, drag a finger across the tops of the stored pallets, cases or items and check that finger every ten feet. The quicker it becomes dirty, the greater the problem with improper storage of slow moving materials.
WHAT WOULD MOM SAY?
GOLDEN ZONINGAre pick locations positioned at or near picker waist height? SKU profiling can help with deployment of fast movers in the “golden zone”. DOCKSDo you use proper dock plates, levelers, trailer wheel chocks & restraints that engage the impact guard on trailers to prevent movement? When lift trucks fall from docks, injuries can be serious & sometimes fatal. Don’t skimp on the busiest & most dangerous part of the warehouse! PEOPLEWhat’s the mood? Do managers know team members by name & greet them accordingly?Do workers receive regular feedback on targets & actual results?
WHAT WOULD MOM SAY?
HORSES FOR COURSESShould we go with an AS/RS or vertical or horizontal carousels?
Which conveyor / sortation systems should we consider?
What about robotic picking?
Can we use our ERP for warehouse management?
What about SaaS WMS?
Is RFID ready?
It’s critical that you take the time to describe the track & define performance requirements before picking the horses torun the race.
HORSES FOR COURSES
WHO PLAYS GOLF WITHOUT A SCORECARD?
PROFILINGFACILITY LAYOUT
• Size: Usable Sq. Feet, Height• Material & Data Flow Diagrams
MOVEMENT• Lift Trucks, Pallet Jacks• Conveyor, AGVs, Other
STORAGE LOCATIONS• Bulk, Pallet Rack & Flow Rack• Bins/Shelving• AS/RS, Mini-Load, Carousels
SYSTEMS• Types, Applications, Interfaces
PRODUCT PROFILE•Number of SKU’s•Classifications; e.g., Hazardous•ABC Percentages
CONSIDERATIONS•Shelf Life, Lot & Date Codes •Serial Numbers•Seasonal Issues, Other
DATA COLLECTION•Radio Data Terminals•Bar Code Scanners, RFID, Voice•Other Terminals
ACTIVITIESRECEIPTS / HOUR / DAY
• Trucks/Railcar/Other• Orders/Lines/Items• Pallets/Cartons/Rolls/Other
PICKS / HOUR / DAY• Orders/Lines/Items• Cartons/Pallets/Other
SHIPMENTS• Trucks/Rail/Courier/Other
RESOURCES• Supervisory• Receiving Operators• Pickers / Packers / Checkers• Replenishment Operators• Shipping Personnel• Inventory Control• Expeditors• Data Entry / Indirect• Other
PROFILING
Collect receipt, order & item history
Profile transaction volume by task type• Receipts by handling unit, material type• Orders by handling unit, ship method, client• SKU volume & daily activity by handling unit
Profile transaction volume by labor expended
Audit and validate results with users
PROFILING
CATEGORY # OF SKU’S TOTAL PIECES % OF SKU’S % PIECES SHIPPED
A+ 36 58,665 0.9% 10.1%A 822 397,758 20.7% 68.8%B 867 80,594 21.8% 13.9%C 869 31,973 21.9% 5.5%D 1381 9,021 34.7% 1.6%
TOTALS 3,975 578,011 100% 100%
ABC ANALYSIS
SKU’s (%)
A68%
B 14%
C 16% A+ 10%A+ 2%
Pieces (%)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0% 5% 11% 16% 21% 27% 32% 37% 43% 48% 53% 59% 64% 69% 75% 80% 85% 91% 96%
% of SKU's
% o
f Pie
ces
– Cum % Pieces
90% of Picking / 37% of SKUs
80% of Picking Activity / 22% of SKUs
Velocity Curve - Total PiecesACTIVITY PROFILE
10
20
30
40
50
60
1,000
2,000
3,000
4,000
5,000
6,000
7,000
8,000
LaborOrdersLines/Person/Hr
OrdersLines
Order Picking Productivity
January Through November
ACTIVITY PROFILE
Order Fill RatesOrder Cycle TimesLines & Orders/Person/HourErrorsDamageInventory AccuracyDays on HandCost / OrderCost as % of Saleses
ESTABLISH KPI’S
• Perfect Orders• On-Time Deliveries• Inventory Accuracy• Inventory Carrying Cost• Inventory Turns• Order Cycle Time• Order Entry Accuracy• Workforce Utilization• Shipping Accuracy• Order Fill Rate• Customer Satisfaction
• Perfect Orders• On-Time Deliveries• Inventory Accuracy• Inventory Carrying Cost• Inventory Turns• Order Cycle Time• Order Entry Accuracy• Workforce Utilization• Shipping Accuracy• Order Fill Rate• Customer Satisfaction
INTERNAL KPI'sINTERNAL KPI's• Profitability• Sales Volume• Growth Potential• Credit / Payment History• Shared Strategic Vision• Return Rate• Customer Viability• Order Frequency• Loyalty• Cost to Serve• Competitive Pressure• Hassle to Serve
• Profitability• Sales Volume• Growth Potential• Credit / Payment History• Shared Strategic Vision• Return Rate• Customer Viability• Order Frequency• Loyalty• Cost to Serve• Competitive Pressure• Hassle to Serve
CUSTOMER KPI's CUSTOMER KPI's
ESTABLISH KPI’S
ORDER FULFILLMENT
On-Time Delivery Orders On-Time Total Orders Shipped % % $
Orders Filled CompleteTotal Orders ShippedOrder Fill Rate % % $
Error-Free Orders Total Orders ShippedOrder Accuracy % % $
Error-Free Lines Total Lines ShippedLine Accuracy % % $
Actual Ship Date MinusCustomer Order DateOrder Cycle Time Hrs Hrs $
Perfect Deliveries Total Orders Shipped
Perfect Order Completion % % $
MEASUREMEASURE CALCULATIONCALCULATION TODAYTODAY FUTUREFUTURE VALUEVALUE
Inventory AccuracyActual Qty per SKU
System Reported Qty % % $
Total Damage $$$Inventory Value (Cost)Damaged Inventory % % $
Avg. Occupied Sq. Ft. Total Storage CapacityStorage Utilization % % $
Total Dock to Stock HrsTotal ReceiptsDock to Stock Time Hrs Hrs $
Receipt Entry Time -Physical Receipt TimeInventory Visibility Hrs Hrs $
Avg. Month Inventory $Avg. Daily Sales/MonthDays On Hand Days Days $
MEASUREMEASURE CALCULATIONCALCULATION TODAYTODAY FUTUREFUTURE VALUEVALUE
INVENTORY MANAGEMENT
WAREHOUSE PERFORMANCE
Orders per Hour Orders Picked/PackedTotal Whse Labor Hrs
Total Warehouse CostTotal Orders Shipped
Lines per Hour
Items per Hour
Cost per Order
Cost as % of Sales
Ord/Hr
$/Order
% %
$
$
$
$
$
Ord/Hr
Lines/Hr
Items/HrItems/Hr
Lines/HrLines Picked/PackedTotal Whse Labor Hrs
Items Picked/PackedTotal Whse Labor Hrs
Total Warehouse CostTotal Orders Shipped
$/Order
MEASUREMEASURE CALCULATIONCALCULATION TODAYTODAY FUTUREFUTURE VALUEVALUE
METRICS TRADE-OFF’SMETRIC / IMPACT
Orders /Hour
On Time Delivery
Order Cycle Time
Order Accuracy Damage
Orders / Hour
On Time Delivery
Order Cycle Time
Order Accuracy
Damage
BENCHMARKING RESOURCES
The Extended Warehouse Benchmark Report
www.aberdeen.com
www2.isye.gatech.edu/ideas/System-Based Self-Assessment of Warehouse Operations
Multiple Process Standards & Metrics Reports, Annual State of Logistics Report
www.cscmp.org
www.establishinc.comCost, Service, Transportation Rate & 3PL Benchmarks
www.supplychainmetric.com
www.supplychainconsortium.comBenchmarking Services for Manufacturers, Distributors & Retailers
Improving Order Execution Performance: A Holistic View of Metrics Across Plant & Warehouse
www.mhia.org/search/Holistic+Metrics
A Comprehensive Look at Performance Metrics, Definitions & Calculations
Supply Chain Metric
Supply-Chain Benchmarking with SCOR and SCORmark
www.supply-chain.org
www.werc.orgMultiple Reports, Publications & Tools including Warehouse Manager’s Guide to Benchmarking
BENCHMARKING RESOURCES
MEASURE CALCULATION CURRENT TARGETOn-Time Delivery Total Orders On Time /
Total Orders Shipped 87% 95%
Order Accuracy Errorless Orders /Total Orders Shipped 92% 98%
Order Cycle Time Actual Ship Date -Customer Order Date 12 Hrs 8 Hrs
Inventory Accuracy Actual Qty. by SKU /Reported Qty. by SKU 96% 99%
Damaged Inventory Total Damage $$$ / Total Inventory Value .75% .50%
Days on Hand Avg. Inventory Value ($) /Average Daily Sales $ 50 Days 42 Days
Storage Utilization Avg. Inventory Sq. Ft. /Storage Capacity Sq. Ft. 78% 85%
Orders per Hour Orders Picked & Packed /Total Whse. Labor Hrs 15/Hr 20/Hr
Lines per Hour Total Lines Picked /Total Whse. Labor Hrs 40/Hr 54/Hr
Cost per Order Total Warehouse Costs / Total Orders $4.26 $3.62
Cost % of Sales Total Warehouse Costs / Total Revenue 3.1% 2.7%
ESTABLISH KPI TARGETS
YOU HAVE THE METRICS, NOW WHAT?
YOU HAVE THE METRICS, NOW WHAT?
THE BEST TECHNOLOGY INSTALLED IN
OPERATIONS WITH ILL-CONCEIVED MATERIAL FLOWS & PROCESSES
WILL ONLY ENABLE USERS TO DO THINGS
THE BEST TECHNOLOGY INSTALLED IN
OPERATIONS WITH ILL-CONCEIVED MATERIAL FLOWS & PROCESSES
WILL ONLY ENABLE USERS TO DO THINGSBADLY - - - FASTER!
MATERIAL
DATA
Receiving FlowReceiving Flow
Improve Space UtilizationReduce Travel TimesIncrease Pick Rates & ThroughputOptimize Replenishment ActivityReduce DamageImprove SafetySimplify Retail Restocking
Use order & SKU activity profiles to deploy or ‘slot’ inventory based upon
historical & anticipated volume.
Use order & SKU activity profiles to deploy or ‘slot’ inventory based upon
historical & anticipated volume.
01 0402 0301 0402 03
{GoldenZone
REFINE INFRASTRUCTURE
SOLUTIONSBring location to operatorBring location to operatorUse WMS, lights, RFID or voiceUse WMS, lights, RFID or voiceSequence via WMSSequence via WMSAssess alternate storage modesAssess alternate storage modesBar code, voice or RFIDBar code, voice or RFIDPrepackage or weighPrepackage or weighDynamic via WMSDynamic via WMSSpread fast moversSpread fast moversWMS task management WMS task management
ISSUESTravel between locationsLocation searchingPick tour set-upCase & item pickingChecking & verifyingCountingReplenishmentCongestionOperator idle time
INFORMATION SYSTEMSREFINE INFRASTRUCTURE
SYNCHRONIZE MATERIAL & DATA FLOW
WE’VE GOT THE TOOLS!MULTI-MODAL SOLUTIONS
WE’VE GOT THE TOOLS!WMS manage
inventory, space, equipment & labor in
real time to optimize the flow of materials & data
from receiving & putaway to light assembly, order
picking, value-added processing & shipment.
MeasureMeasure CalculationCalculation CurrentCurrent TargetTarget ValueValueOn-Time Delivery Total Orders On Time /
Total Orders Shipped 87% 95% $250,000
Order Accuracy Errorless Orders /Total Orders Shipped 92% 98% See above
Order Cycle Time Actual Ship Date -Customer Order Date 12 Hrs 8 Hrs $100,000
Inventory Accuracy Actual Qty. by SKU /Reported Qty. by SKU 96% 99% See above
Damaged Inventory Total Damage $$$ / Total Inventory Value .75% .50% $100,000
Days on Hand Avg. Inventory Value ($) /Average Daily Sales $ 50 Days 42 Days $1 Million
Storage Utilization Avg. Inventory Sq. Ft. /Storage Capacity Sq. Ft. 78% 85% $100,000
Orders per Hour Orders Picked & Packed /Total Whse. Labor Hrs 15/Hr 20/Hr $864,000
Lines per Hour Total Lines Picked /Total Whse. Labor Hrs 40/Hr 54/Hr See above
Cost per Order Total Warehouse Costs / Total Orders 4.26 $3.62 See above
Cost % of Sales Total Warehouse Costs / Total Revenue 3.1% 2.7% See above
Annual SavingsAnnual Savings $2.4 Million$2.4 MillionProbable CostProbable Cost $1.8 Million$1.8 Million
USE KPI’S TO DEVELOP YOUR ROI
RETURN ON ASSETS IMPACT
3535
4545100100
1515
2020
1515
88
22
2525
5555 55
100100
100100
5050
5%5%
22
10%10%
2525
Return onAssets
Sales
COGS
Variable Expense
Fixed Expense
Inventory
Receivables
Other
50%50%
2525
Gross Margin
Expenses
Taxes
Current Assets
Fixed Assets
Net Profit /
Sales
Sales /
Total Assets
Asset Turnover
Net ProfitMargin
X
Improved fill, increased sales
10% cut in transportation & outside warehousing costs
7% Inventory reduction
46.3546.35100 + 3100 + 3
56.6556.65
103103
103103
5.6755.6755.6755.5%5.5%5.5%
11.3%11.3%
2.062.06
35351515
33.533.513.513.5
6.4256.4256.24%6.24%
12.5%12.5%
+45%14.5%14.5%
7.17.17.16.9%6.9%6.9%
18.6
1424
33.533.533.5
49
2.1
6.436.436.436.24%6.24%6.24%
32.1
7.1257.1256.9%6.9%
Warehousing is like riding a bicycle –
keep moving forward or you’ll fall
down!
Warehousing is like riding a bicycle –
keep moving forward or you’ll fall
down!
© 2010 TranSystems. All rights reserved.
For More Information:
Speaker: [email protected]
Home Page: www.transystems.com
PROMAT Booth 2043
HAVE A GREAT SHOW!HAVE A GREAT SHOW!HAVE A GREAT SHOW!