© 2005 guide & van wassenhove1 closed-loop supply chains: practice and potential v. daniel r....
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© 2005 Guide & Van Wassenhove 1
Closed-Loop Supply Chains: Practice and Potential
V. Daniel R. Guide, Jr. Luk N. Van WassenhovePennsylvania State University INSEAD
© 2005 Guide & Van Wassenhove 2
Migrant child from Hunan province sits atop one of countless piles of unrecyclable computer waste imported from around the world. Guiyu, China. December 2001. Copyright Basel Action Network.
© 2005 Guide & Van Wassenhove 3
Presentation outline Definition and examples
Business process approach
Economic attractiveness
Time value
Roadmap for reverse supply chain
redesign
© 2005 Guide & Van Wassenhove 4
Definition
Closed-loop supply chains: are designed and managed to
explicitly consider the reverse and forward supply chain activities over the entire life cycle of the product.
© 2005 Guide & Van Wassenhove 5
A closed-loop supply chain
Distribution Reseller orCustomer
Sales
ManufacturingRawMatls
Overstocks
Refurbished product (Secondary Market)
Return Stream
ReturnsEvaluation
SpareComponents
Spares Recovery
Scrap
© 2005 Guide & Van Wassenhove 6
Types of returns
Commercial returns 30 to 90 day free returns policy in US HP: total costs: 2% of gross $ sales annually
Repair / warranty returns Leasing End-of-use returns
Cell phones: 80% replaced after first year of use End-of-life returns
Mandatory take-back in EU (WEEE)
© 2005 Guide & Van Wassenhove 7
Closed-loop supply chains for containers
Supplier
Manufacturer
Retailers
CustomersPre-paid mailers
Supplier
Manufacturer
Retailers
Customers
Cash for return
Cartridge reuse Single-use cameras
Characteristics: commodity goods, simple products, high volumes, low variance, non-distinguishable products, OEM controlled, short lead times
Forward Flows
Reverse Flows
© 2005 Guide & Van Wassenhove 8
A closed-loop supply chain for photocopiers
Forward Flows
Reverse Flows
Remanufactured Flows
Supplier
Manufacturer
Retailer
OEM Customers(new technology)
RemanufacturerSpareParts
Remanufactured Customers
(older technology)
Deposits, leasing,and financial incentives
Deposits, leasing, and financial incentives
Characteristics: high variances, stable production technology, limited volumes, modular design, imbalances in supply and demand, cannibalization
© 2005 Guide & Van Wassenhove 9
A closed-loop supply chain for commercial tire retreading
Forward Flows
Reverse Flows
Remanufactured Flows
Characteristics: low variance in returns timing, low variance in quality, easy to sell, intermediate logistics costs
Supplier
Manufacturer
Retailers
RetreaderCustomers
Trucking Fleets
© 2005 Guide & Van Wassenhove 10
Key activities Product returns management
Product acquisition Reverse logistics Test, sort, grade, and disposition
Remanufacturing/reconditioning operational issues Repair Remanufacture Recycle
Remarketing Distribution Sales Reuse
© 2005 Guide & Van Wassenhove 11
How hard are these key activities? Product
Acquisition Reverse Logistics
Test Sort
Grade
Remanufacture/ refurbish
Remarketing
Product Life Extension Jet engines
Easy Easy Hard Hard
Easy
Refillable Containers Toner cartridges
Easy Easy Easy Easy
Easy
Tire Retreading Commercial
Easy Intermediate Intermediate Intermediate
Easy
Consumer Electronics Reuse Cellular Phones
Hard Easy Easy Easy
Intermediate
Industrial Remanufacturing Copiers
Intermediate Intermediate Hard Hard
Hard
Tire Retreading Passenger
Easy Hard Intermediate Intermediate
Hard
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OR research on closed loop supply chains focus on single cells of the matrix, optimising
only part of the process a cost minimisation perspective intricate models for a given sector
e.g.: minimum cost disassembly scheduling algorithms for car engines
© 2005 Guide & Van Wassenhove 13
Presentation outline
Definition and examples
Business process approach
Economic attractiveness
Time value
Roadmap for reverse supply chain
redesign
© 2005 Guide & Van Wassenhove 14
A business process approach
Need to remove bottlenecks (acquisition, remanufacturing, remarketing)
Need to optimise as a global process with a view on maximising value recovery (as opposed to cost minimisation)
Need to consider time value of the product over its lifecycle
© 2005 Guide & Van Wassenhove 15
A business process approach
Product acquisition is a major driver of success
Creating effective remarketing channels is another major driver
Research emphasis has largely been on reverse logistics, disassembly and remanufacturing operations
© 2005 Guide & Van Wassenhove 16
A business process approach
Product Returns
Management
RemanufacturingOperational
Issues
Remanufactured Products MarketDevelopment
© 2005 Guide & Van Wassenhove 17
Presentation outline
Definition and examples
Business process approach
Economic attractiveness
Time value
Roadmap for reverse supply chain
redesign
© 2005 Guide & Van Wassenhove 18
Product returns represent a value stream, not just a waste stream
© 2005 Guide & Van Wassenhove 19
A simple view on the impact of acquisition price
Quality distribution
Expected quantity to be acquired
Total acquisition cost
Disposalcost
OPERATINGCOSTS
OPERATINGCOSTS
Average inventory
Replacementmaterials
Laborcosts
Machines& buildings
CURRENTASSETS
FIXED ASSETS
OPERATINGCOSTS
A given acquisition price
© 2005 Guide & Van Wassenhove 20
EVA calculation
Fixed SP ·Volume
Revenue
Materials, Labor, Acquisition Price ,
Disposal
Oper Costs
Inventory, PrepaidRent and Insurance
Current assets
Trade Payables,Accrued Expenses(e.g. unpaid salaries)
Current liabilities
PBIT
Fixed
Cash taxes
Machines & Bldg
Fixed assets
Working capitalrequirement
NOPAT
Capital employed WACC
Fixed
EVA
Capital Charge
+__
x
__
__
Revenue - Costs
PBIT - Cash taxes
Fixed assets + Working capital
Average assets· WACC
PBIT = Profit before income taxesNOPAT = Net operating profit after taxesWACC = Weighted average cost of capital
x
© 2005 Guide & Van Wassenhove 21
Example of a simple acquisition model
Determine quantities to be acquired of different quality classes of used phones
Within a given quality class prices increase with quantity
Lower quality phones require higher refurbishment costs
The quantity of refurbished phones sold decreases with the sales price
© 2005 Guide & Van Wassenhove 22
Presentation outline
Definition and examples
Business process approach
Economic attractiveness
Time value
Roadmap for reverse supply chain
redesign
© 2005 Guide & Van Wassenhove 23
Time-sensitive product return streams Short life-cycles; high obsolescence risk Returned products losing value rapidly “Value of time” a key parameter Examples:
PCs Printers and Computer PeripheralsMobile PhonesTelecommunications Equipment
© 2005 Guide & Van Wassenhove 24
How to maximize value recovery?
The longer it takes to put a returned product back on the market, the lower the likelihood that there are economically viable reuse options.
Cost minimisation typically leads to slow and centralized returns handling and high product value erosion.
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Two types of optimisation model opportunities
Optimise across the key activities for a given type of returns
Optimise across types of returns over the lifecycle of the product
The latter is more important for short life cycle products
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Example: operational management for rapid response
Notebooks returns management at HP Europe Returned notebooks refurbished by ODM Fragmented process designed to minimise
refurbishment costs Management did not take into account time
value
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Example: price erosion notebooksAverage price erosion laptops
all channels
0 10 20 30 40
Age (months)
Avera
ge p
rice
Quality 1
Quality 2
Price erosion: quality 1: $25 per month
quality 2: $40 per month
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Cumulative shipments to and from the ODM over a 10 month period
0
2000
4000
6000
8000
10000A
pr-0
2
May
-02
Jun-
02
Jul-0
2
Aug
-02
Sep
-02
Oct
-02
Nov
-02
Dec
-02
Jan-
03
Vol
ume
(cum
ul.)
Sent
Received
LEAD TIME
INVENTORYTHROUGHPUT
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Flow diagram for notebook computers
DispositionLow-touch
EMRWarehouse(Refurbished)
High-touchODM
2000 2000
2600
LT = 1.4 m
LT = 1 m
1000
Warehouse(Un-refurbished)
1000
1000
1000
1000
1000
2800
LT = 2.6 m
© 2005 Guide & Van Wassenhove 30
High-touch refurbishment by the ODM,
assuming the ODM lead time is two months
Supply S1,1 S1,2 S1,3
...
S2,1 S2,2 S2,3
...
S3,1 S3,2 S3,3
...
Month 1 Month 3Month 2
Demand(Quality 1)
D1 D2 D3
ODM
3 4
...
3 4
...
3 4
...
P3
CH
1 2 3
...
1 2 3 1 2 3 ...Un-refurbished
Refurbished
CH
CHT
flows =< Cap
P4 P3 P3P4 P4
IO(i,j)
X(i,j)
O(i,j)
IE(i,j)
R(i,j)
......
© 2005 Guide & Van Wassenhove 31
The effect of better disposition
INPUT(used products)
ODMrefurbishment
TEST
Low touchrefurbishment
SALES
POLICY TEST a
a-1
Price erosion 1 (same price)
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
alpha
prof
it
ODM LT = 3 m
ODM LT = 2 m
ODM LT = 1 m`
© 2005 Guide & Van Wassenhove 32
Example: design for rapid response
When should one design product return processes for minimum cost as opposed to minimum time value decay?
What are the major drivers? Queuing model to maximise profit over the
lifecycle of the product
© 2005 Guide & Van Wassenhove 33
Centralized, “Efficient” Returns Process Design
Re-stock
Remanufacture
PartsRecovery
Scrap
ProductReturns
Retailers &Resellers
Centralized Evaluation & Test Facility
© 2005 Guide & Van Wassenhove 34
% Loss in Value
Time-sensitiveProduct (High MVT)
Time-insensitive Product (Low MVT)
Time
Differences in Marginal Value of Time for Returns
e.g. PowerTools
e.g. Printers& mobile phones
© 2005 Guide & Van Wassenhove 35
The value of lead time reduction HP printers (US):
One day reduction between evaluation and remanufacturing $72k
One day reduction between remanufacturing and the secondary market $79k
Bosch Power Tools: One day reduction between evaluation and remanufacturing $11k One day reduction between remanufacturing and the secondary
market $12k
© 2005 Guide & Van Wassenhove 36
0.0010.002
0.0030.004
value_decay0
5
10
15
return_rate0
100000200000300000
Value
0.0010.002
0.0030.004
value_decay
0.0010.002
0.0030.004
value_decay 50000
100000
150000
200000
250000
P00
200000400000600000
Value
0.0010.002
0.0030.004
value_decay
Value ($) of One–Day Reduction Between Evaluating Facility and Remanufacturing Completion as a Function of
Value Decay Parameter, Return Rate (left), and Product Value (right)
© 2005 Guide & Van Wassenhove 37
Decentralized reverse supply chain with pre-ponement for fast clock speed industries
Returns
Reseller
Reseller
Reseller
Reseller
Reseller
Scrap
Restock
Test & RepairFacility
Refurbish
Parts Recovery
Evaluation of product at retailer or reseller
© 2005 Guide & Van Wassenhove 38
f dr
m c
s
2
Factory Distributor Retailer
Customer
ConsumptionScrapSales: secondary market
Returns
Remanufacturing
+(1-p)r
r
pr
+(1-p)r
sr
(1-p-s)r
(1-p-s)r
e
Sales
Preponement Eval.
Process Flow: Decentralized Network with “Preponement”
+r
As p increases
Increased value of “preponement”
Decreased congestion, lower delay cost
© 2005 Guide & Van Wassenhove 39
Presentation outline
Definition and examples
Business process approach
Economic attractiveness
Time value
Roadmap for reverse supply chain
redesign
© 2005 Guide & Van Wassenhove 40
Roadmap for reverse supply chain redesign
1. Treat returns as a value stream, as opposed to a waste stream.
2. Consider the reverse supply chain from end-to-end. Any sub-process can become a system bottleneck.
3. Identify and develop the right performance metrics and track them systematically.
© 2005 Guide & Van Wassenhove 41
Roadmap for reverse supply chain redesign
4. Start by constructing simple models based on the right information. Pay particular attention to the economic impact of
time. 5. Use the insights obtained from the models to
fully understand the economic impact of alternative designs and operational policies.
6. Align the organizational structure and the incentives/reward systems.
© 2005 Guide & Van Wassenhove 42
Where do we go from here? Additional empirical research
Case studies Laboratory and field experiments
Commercial product returns projects Models that take into account the time-value of
product returns (e.g.: demo reuse) Product acquisition models Marketing models (e.g.: cannibalisation) Installed base management
©
© 2005 Guide & Van Wassenhove 43
For further reading Guide & Van Wassenhove (Eds.), 2003. Business Aspects of
Closed-Loop Supply Chains. Carnegie Mellon University Press Dekker, Fleischmann, Inderfurth & Van Wassenhove (Eds.), 2004.
Reverse Logistics: Quantitative Models for Closed-Loop Supply Chains. Springer-Verlag
Flapper, van Nunen & Van Wassenhove (Eds.), 2005. Managing Closed-Loop Supply Chains. Springer-Verlag
Guide & Van Wassenhove (Eds.), California Management Review Vol. 46 Nr. 2, Winter 2004
Guide & Van Wassenhove (Eds.), Interfaces Vol. 33 Nr. 6, Nov.-Dec. 2003
Guide & Van Wassenhove (Eds.), Production and Operations Management, in-progress.