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Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Chapter 9
Sales and Operations Planning:
Planning Supply and Demand in a
Supply Chain
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Learning Objectives
• Manage supply to improve synchronization in a supply chain in
the face of predictable variability.
• Manage demand to improve synchronization in a supply chain in
the face of predictable variability.
• Use sales and operations planning to maximize profitability when
faced with predictable variability in a supply chain.
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Responding to Predictable Variability in a
Supply Chain
• Predictable variability is change in demand that can be forecasted
• Can cause increased costs and decreased responsiveness in the
supply chain
• Two broad approaches
Manage supply using capacity, inventory, subcontracting, and
backlogs
Manage demand using short-term price discounts and trade
promotions
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Managing Supply
• Managing capacity
Time flexibility from workforce
Use of seasonal workforce
Use of subcontracting
Use of dual facilities – specialized and flexible
Designing product flexibility into production processes
• Managing inventory
Using common components across multiple products
Build inventory of high demand or predictable demand products
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Inventory/Capacity Trade-off
• Leveling capacity forces inventory to build up in anticipation of
seasonal variation in demand
• Carrying low levels of inventory requires capacity to vary with
seasonal variation in demand or enough capacity to cover peak
demand during season
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Managing Demand
• Promotion at Red Tomato and Green Thumb
Item Cost
Material cost $10/unit
Inventory holding cost $2/unit/month
Marginal cost of stockout/backlog $5/unit/month
Hiring and training costs $300/worker
Layoff cost $500/worker
Labor hours required 4/unit
Regular time cost $4/hour
Overtime cost $6/hour
Cost of subcontracting $30/unit
Table 9-1
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Managing Demand
Figure 9-1
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Managing Demand
Total cost over planning horizon = $422,275
Revenue over planning horizon = $640,000
Profit over planning horizon = $217,725
=
(I0
+ I6
) / 2+ Itt=1
5
å( )
T
=
5,367
6
= 895
Average
seasonal
inventory
=
average inventory
average sales
=
895
2,667
= 0.34 months
Average
flow time
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
The Timing of a Promotion
• Impact of the promotion on demand
• Cost of holding inventory
• Cost of changing the level of capacity
• Product margins
• Increase in demand from
Market growth
Stealing share
Forward buying
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
When to Promote
• Is it more effective to promote during the peak period of off-
peak?
• Analyze the impact of a promotion on demand and the resulting
optimal aggregate plan
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Promotion in January
Figure 9-2
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Promotion in January
Total cost over planning horizon = $421,915
Revenue over planning horizon = $643,400
Profit over planning horizon = $221,485
• Lower seasonal inventory
• A somewhat lower total cost
• A higher total profit
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Promotion in April
Figure 9-3
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Promotion in April
Total cost over planning horizon = $438,857
Revenue over planning horizon = $650,140
Profit over planning horizon = $211,283
• Higher seasonal inventory
• A somewhat higher total cost
• A slightly smaller total profit
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Discount Leads to
Large Increase in Consumption
• Promotion in January
Figure 9-4
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Discount Leads to
Large Increase in Consumption
Total cost over planning horizon = $456,750
Revenue over planning horizon = $699,560
Profit over planning horizon = $242,810
• Higher total profit than base case
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Discount Leads to
Large Increase in Consumption
• Promotion in April
Figure 9-5
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Discount Leads to
Large Increase in Consumption
Total cost over planning horizon = $536,200
Revenue over planning horizon = $783,520
Profit over planning horizon = $247,320
• Much higher level of seasonal inventory
• Uses more stockouts and subcontracting
• Revenues increase
• Overall profits higher
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Supply Chain Performance
Regular
Price
Promotion
Price
Promotion
Period
Percentage
of Increase
in Demand
Percentage
of Forward
Buying Profit
Average
Inventory
$40 $40 NA NA NA $217,725 895
$40 $39 January 10% 20% $221,485 523
$40 $39 April 10% 20% $211,283 938
$40 $39 January 100% 20% $242,810 208
$40 $39 April 100% 20% $247,320 1,492
$31 $31 NA NA NA $ 73,725 895
$31 $30 January 100% 20% $ 84,410 208
$31 $30 April 100% 20% $ 69,120 1,492
Table 9-2
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Impact on Promotion Timing
Factor Impact on Timing of Promotion/Forward
Buy
High forward buying Favors promotion during low-demand periods
High ability to steal market share Favors promotion during peak-demand periods
High ability to increase overall market Favors promotion during peak-demand periods
High margin Favors promotion during peak-demand periods
Low margin Favors promotion during low-demand periods
High manufacturer holding costs Favors promotion during low-demand periods
High costs of changing capacity Favors promotion during low-demand periods
High retailer holding costs Decreases forward buying by retailer
High promotion elasticity of consumer Decreases forward buying by retailer
Table 9-3
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Conclusions on Promotion
• Average inventory increases if a promotion is run during the peak
period and decreases if the promotion is run during the off-peak
period
• Promoting during a peak-demand month may decrease overall
profitability if there is a small increase in consumption and a
significant fraction of the demand increase results from a forward
buy
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Conclusions on Promotion
• As consumption increase from discounting grows and forward
buying becomes a smaller fraction of the demand increase from a
promotion, it is more profitable to promote during the peak
period
• As the product margin declines, promoting during the peak-
demand period becomes less profitable
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Implementing Sales and Operations
Planning in Practice
• Coordinate planning across enterprises in the supply chain
• Take predictable variability into account when making strategic
decisions
• Design S&OP to understand and manage the drivers of demand
usage
• Ensure that the S&OP process modifies plans as the reality or
forecasts change
Copyright©2013DorlingKindersley(India)Pvt.Ltd.
Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra
Summary of Learning Objectives
• Manage supply to improve synchronization in a supply chain in
the face of predictable variability
• Manage demand to improve synchronization in a supply chain in
the face of predictable variability
• Use sales and operations planning to maximize profitability when
faced with predictable variability in a supply chain

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Supply Chain Chapter 09

  • 1. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Chapter 9 Sales and Operations Planning: Planning Supply and Demand in a Supply Chain
  • 2. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Learning Objectives • Manage supply to improve synchronization in a supply chain in the face of predictable variability. • Manage demand to improve synchronization in a supply chain in the face of predictable variability. • Use sales and operations planning to maximize profitability when faced with predictable variability in a supply chain.
  • 3. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Responding to Predictable Variability in a Supply Chain • Predictable variability is change in demand that can be forecasted • Can cause increased costs and decreased responsiveness in the supply chain • Two broad approaches Manage supply using capacity, inventory, subcontracting, and backlogs Manage demand using short-term price discounts and trade promotions
  • 4. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Managing Supply • Managing capacity Time flexibility from workforce Use of seasonal workforce Use of subcontracting Use of dual facilities – specialized and flexible Designing product flexibility into production processes • Managing inventory Using common components across multiple products Build inventory of high demand or predictable demand products
  • 5. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Inventory/Capacity Trade-off • Leveling capacity forces inventory to build up in anticipation of seasonal variation in demand • Carrying low levels of inventory requires capacity to vary with seasonal variation in demand or enough capacity to cover peak demand during season
  • 6. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Managing Demand • Promotion at Red Tomato and Green Thumb Item Cost Material cost $10/unit Inventory holding cost $2/unit/month Marginal cost of stockout/backlog $5/unit/month Hiring and training costs $300/worker Layoff cost $500/worker Labor hours required 4/unit Regular time cost $4/hour Overtime cost $6/hour Cost of subcontracting $30/unit Table 9-1
  • 7. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Managing Demand Figure 9-1
  • 8. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Managing Demand Total cost over planning horizon = $422,275 Revenue over planning horizon = $640,000 Profit over planning horizon = $217,725 = (I0 + I6 ) / 2+ Itt=1 5 å( ) T = 5,367 6 = 895 Average seasonal inventory = average inventory average sales = 895 2,667 = 0.34 months Average flow time
  • 9. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra The Timing of a Promotion • Impact of the promotion on demand • Cost of holding inventory • Cost of changing the level of capacity • Product margins • Increase in demand from Market growth Stealing share Forward buying
  • 10. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra When to Promote • Is it more effective to promote during the peak period of off- peak? • Analyze the impact of a promotion on demand and the resulting optimal aggregate plan
  • 11. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Promotion in January Figure 9-2
  • 12. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Promotion in January Total cost over planning horizon = $421,915 Revenue over planning horizon = $643,400 Profit over planning horizon = $221,485 • Lower seasonal inventory • A somewhat lower total cost • A higher total profit
  • 13. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Promotion in April Figure 9-3
  • 14. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Promotion in April Total cost over planning horizon = $438,857 Revenue over planning horizon = $650,140 Profit over planning horizon = $211,283 • Higher seasonal inventory • A somewhat higher total cost • A slightly smaller total profit
  • 15. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Discount Leads to Large Increase in Consumption • Promotion in January Figure 9-4
  • 16. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Discount Leads to Large Increase in Consumption Total cost over planning horizon = $456,750 Revenue over planning horizon = $699,560 Profit over planning horizon = $242,810 • Higher total profit than base case
  • 17. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Discount Leads to Large Increase in Consumption • Promotion in April Figure 9-5
  • 18. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Discount Leads to Large Increase in Consumption Total cost over planning horizon = $536,200 Revenue over planning horizon = $783,520 Profit over planning horizon = $247,320 • Much higher level of seasonal inventory • Uses more stockouts and subcontracting • Revenues increase • Overall profits higher
  • 19. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Supply Chain Performance Regular Price Promotion Price Promotion Period Percentage of Increase in Demand Percentage of Forward Buying Profit Average Inventory $40 $40 NA NA NA $217,725 895 $40 $39 January 10% 20% $221,485 523 $40 $39 April 10% 20% $211,283 938 $40 $39 January 100% 20% $242,810 208 $40 $39 April 100% 20% $247,320 1,492 $31 $31 NA NA NA $ 73,725 895 $31 $30 January 100% 20% $ 84,410 208 $31 $30 April 100% 20% $ 69,120 1,492 Table 9-2
  • 20. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Impact on Promotion Timing Factor Impact on Timing of Promotion/Forward Buy High forward buying Favors promotion during low-demand periods High ability to steal market share Favors promotion during peak-demand periods High ability to increase overall market Favors promotion during peak-demand periods High margin Favors promotion during peak-demand periods Low margin Favors promotion during low-demand periods High manufacturer holding costs Favors promotion during low-demand periods High costs of changing capacity Favors promotion during low-demand periods High retailer holding costs Decreases forward buying by retailer High promotion elasticity of consumer Decreases forward buying by retailer Table 9-3
  • 21. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Conclusions on Promotion • Average inventory increases if a promotion is run during the peak period and decreases if the promotion is run during the off-peak period • Promoting during a peak-demand month may decrease overall profitability if there is a small increase in consumption and a significant fraction of the demand increase results from a forward buy
  • 22. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Conclusions on Promotion • As consumption increase from discounting grows and forward buying becomes a smaller fraction of the demand increase from a promotion, it is more profitable to promote during the peak period • As the product margin declines, promoting during the peak- demand period becomes less profitable
  • 23. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Implementing Sales and Operations Planning in Practice • Coordinate planning across enterprises in the supply chain • Take predictable variability into account when making strategic decisions • Design S&OP to understand and manage the drivers of demand usage • Ensure that the S&OP process modifies plans as the reality or forecasts change
  • 24. Copyright©2013DorlingKindersley(India)Pvt.Ltd. Supply Chain Management: Strategy, Planning, and Operation, 5/e Authors: Sunil Chopra, Peter Meindl and D. V. Kalra Summary of Learning Objectives • Manage supply to improve synchronization in a supply chain in the face of predictable variability • Manage demand to improve synchronization in a supply chain in the face of predictable variability • Use sales and operations planning to maximize profitability when faced with predictable variability in a supply chain