Supply Chain Management
Lecture 18
Outline
• Today
– Chapter 10
• 3e: Sections 1, 2 (up to page 273), 6
• 4e: Sections 1, 2, 3 (up to page 260)
• Thursday
– Finish Chapter 10
– Start with Chapter 11
Staples Visit
• Date
– Friday April 2
• Location
– Staples fulfillment Center
– Brighton, CO
• Subject
– Lunch and Learn
Guest Lecture
• Date
– Tuesday April 20
• Speaker
– Paul Dodge (Senior Vice President – Supply Chain)
• Subject
– Today’s Supply Chain
The Importance of Inventory
• Firms can reduce costs by reducing inventory, but
customers become dissatisfied when an item is
out of stock
The objective of inventory management is to
strike a balance between inventory investment
and customer service
Inventory Decisions
• How much to order?
– Order quantity or lot size (Q)
• When to order?
– Order frequency (n)
Find an inventory policy that is optimal with
respect to some criteria (usually cost)
Inventory Profile
Inventory
Time
Q
Q/2
0
Cycle
Lot
size
Q
Average demand D
Average
inventory
due
to
cycle
inventory
Q/2
Average inventory
Average demand
Average flow time = = Q/2D
The Role of Cycle Inventory in a Supply
Chain
• What is cycle inventory?
– Cycle inventory is the average inventory in a supply
chain due to either production or purchases in lot sizes
that are larger than those demanded by customers
• What is lot size or batch size?
– Lot or batch size is the quantity that a stage of a supply
chain either produces of purchases at a time
Inventory Profile
Q/2
Q/2
Inventory
Time
Q
0
Inventory
Time
Q
0
Why Order in Large/Small Lots?
• Fixed ordering cost: S (cost incurred per order/lot)
– Increase the lot size to decrease the fixed ordering cost per unit
• Holding cost: H (cost of carrying one unit in inventory)
– Decrease the lot size to decrease holding cost
• Material cost: C (cost per unit)
Lot size Q is chosen by trading off holding
costs against fixed ordering costs
Fixed cost Material cost
Convenience store Low High
Sam's Club High Low
Cost Influenced by Lot Size
Order Quantity
Annual Cost
Holding Cost
Holding Cost
Ordering Cost
Ordering Cost Material Cost
Material Cost
Material Cost (C)
• Material cost ($/unit)
– The average price paid per unit
Supply Chain Cost Influenced by Lot
Size
Order Quantity
Order Quantity
Annual Cost
Annual Cost
Material Cost
Material Cost
CD
Holding Cost (H)
• Holding cost ($/unit/year)
– Cost of carrying one unit in inventory for a specified
period of time
Warehousing/occupancy cost
6%
Handling costs
3%
Obsolescence cost
% of
% of
Category
Category Inventory Value
Inventory Value
Supply Chain Cost Influenced by Lot
Size
Order Quantity
Order Quantity
Annual Cost
Annual Cost
Holding Cost
Holding Cost
Material Cost
Material Cost
(Q/2)H
Ordering Cost (S)
• Ordering cost ($/lot)
– Fixed cost incurred each time an order is placed
(does not vary with the size of the order)
• Buyer time (order placement)
• Transportation cost
• Receiving cost
Purchase Order
Description Qty.
Microwave 1
Purchase Order
Description Qty.
Microwave 1
Purchase Order
Description Qty.
Microwave 1
Purchase Order
Description Qty.
Microwave 1
1 Order = $ 400
1 Order = $ 400
1000 Orders = $400,000
1000 Orders = $400,000
Order
Order
quantity
quantity
Purchase Order
Description Qty.
Microwave 1000
Supply Chain Cost Influenced by Lot
Size
Order Quantity
Order Quantity
Annual Cost
Annual Cost
Holding Cost
Holding Cost
Ordering Cost
Ordering Cost Material Cost
Material Cost
(D/Q)S
Supply Chain Cost Influenced by Lot
Size
Order Quantity
Order Quantity
Annual Cost
Annual Cost
Holding Cost
Holding Cost
Total Cost Curve
Total Cost Curve
Ordering Cost
Ordering Cost Material Cost
Material Cost
Optimal
Optimal
Order Quantity (Q*)
Order Quantity (Q*)
CD + (D/Q)S + (Q/2)H
Economic Order Quantity (EOQ)
• Optimal order quantity
H
S
D
EOQ



2
hC
Q*
Example: Economic Order Quantity
• Example 10-1
– Demand for the Deskpro computer at Best Buy is 1,000
units per month. Best Buy incurs a fixed order
placement, transportation, and receiving cost of $4,000
each time an order is placed. Each computer costs
Best Buy $500 and the retailer has an annual holding
cost of 20 percent.
= 1,000 x 12 = 12,000
D
S
C
h
= $4,000
= $500
= 0.2
Example: Economic Order Quantity
• Example 10-1
D = 12,000
S = 4,000
C = 500
h = 0.2
Q* = sqrt((2DS)/(hC))
= sqrt((2 x 12,000 x 4,000)/(0.2 x 500))
= 980
H
S
D
EOQ



2
hC
Q*
Example: Economic Order Quantity
• Example 10-1
D = 12,000
S = 4,000
C = 500
h = 0.2
Q* = 980
Order frequency
Cycle inventory
Average flow time
= D/Q
= 12,000 / 980 = 12.24
= Q/2
= 980 / 2 = 490
= Q/(2D)
= 980 / (2 x 12,000) = 0.041
Example: Economic Order Quantity
• Example 10-1
D = 12,000
S = 4,000
C = 500
h = 0.2
Q* = 980
Annual ordering and holding cost
= (D/Q*)S + (Q*/2)hC
What if Q = 1,000
What if Q = 900
What if Q = 200
cost = $98,000
cost = $98,333
cost = $250,000
= $48,990 + $48,990
= $97,980
Summary
Description Formula
Optimal order quantity Q* sqrt((2DS)/H)
Order frequency n D/Q
Cycle inventory Q/2
Average flow time (Avg inventory)/(Avg demand)
Order cost (D/Q)S
Holding cost (Q/2)H
Material cost CD
Key Points from EOQ Model
1. Total ordering and holding costs are relatively
stable around the economic order quantity
2. If demand increases by a factor k, the optimal lot
size increases by a factor k
3. To reduce the optimal lot size by a factor of k,
the fixed order cost S must be reduced by a
factor k2
H
S
D
EOQ



2
hC
Q*
Example: Economic Order Quantity
• Example 10-2
– The store manager at Best Buy would like to reduce the
optimal lot size from 980 to 200. For this lot size
reduction to be optimal, the store manager wants to
evaluate how much the order cost per lot should be
reduced (currently $4,000)
Q* = sqrt((2DS)/(hC))
200 = sqrt((2 x 12,000 x S)/(0.2 x 500))
S = (hC(Q*)2
)/2D
= (0.2 x 500 x 2002
)/(2 x 12,000) = $166.7
Example: Economic Order Quantity
• How can the store manager reduce the fixed
ordering cost?
– Aggregate multiple products in a single order
• Can possibly combine shipments of different products
from the same supplier
• Can also have a single delivery coming from multiple
suppliers
Aggregating Multiple Products in a
Single Order
• Example 10-1 (continued)
– Assume Best Buy sells 4 different models of Deskpro
each with demand of 1,000 units per month (all costs
are same)
– 4 single orders
• Q* for each model equals 980
• Annual order and holding cost equal 97,980 x 4 = $391,920
– 1 aggregate order
• D = 12,000 x 4 = 48,000
• Q* = sqrt((2 x 48,000 x 4,000)/(0.2 x 500))
= 1,960 (= 490 for each model)
• Annual order and holding cost = (D/Q)S + (Q/2)hC
= ((48,000/1,960) x 4,000) + (1,960/2) x 0.2 x 500
= $244,918
Lot Sizing with Multiple Products or
Customers
• Ordering cost has two components
– Common (to all products)
– Individual (to each product)
• Example
– It is cheaper for Wal-Mart to receive a truck containing
a single product than a truck containing many different
products
• Inventory and restocking effort is much less for a single
product
Lot Sizing with Multiple Products or
Customers
• Multiple products
– Independent orders
• No aggregation: Each product ordered separately
– Joint order of all products
• Complete aggregation: All products delivered on each truck
– Joint order of a subset of products
• Tailored aggregation: Selected subsets of products on each
truck
1 2 3
1 2 3
1 1 1
1 2 3 1 2 3
2 3
2
Which option will likely have the lowest cost?

Role of Cycle Inventory in a Supply Chain.ppt

  • 1.
  • 2.
    Outline • Today – Chapter10 • 3e: Sections 1, 2 (up to page 273), 6 • 4e: Sections 1, 2, 3 (up to page 260) • Thursday – Finish Chapter 10 – Start with Chapter 11
  • 3.
    Staples Visit • Date –Friday April 2 • Location – Staples fulfillment Center – Brighton, CO • Subject – Lunch and Learn
  • 4.
    Guest Lecture • Date –Tuesday April 20 • Speaker – Paul Dodge (Senior Vice President – Supply Chain) • Subject – Today’s Supply Chain
  • 5.
    The Importance ofInventory • Firms can reduce costs by reducing inventory, but customers become dissatisfied when an item is out of stock The objective of inventory management is to strike a balance between inventory investment and customer service
  • 6.
    Inventory Decisions • Howmuch to order? – Order quantity or lot size (Q) • When to order? – Order frequency (n) Find an inventory policy that is optimal with respect to some criteria (usually cost)
  • 7.
    Inventory Profile Inventory Time Q Q/2 0 Cycle Lot size Q Average demandD Average inventory due to cycle inventory Q/2 Average inventory Average demand Average flow time = = Q/2D
  • 8.
    The Role ofCycle Inventory in a Supply Chain • What is cycle inventory? – Cycle inventory is the average inventory in a supply chain due to either production or purchases in lot sizes that are larger than those demanded by customers • What is lot size or batch size? – Lot or batch size is the quantity that a stage of a supply chain either produces of purchases at a time
  • 9.
  • 10.
    Why Order inLarge/Small Lots? • Fixed ordering cost: S (cost incurred per order/lot) – Increase the lot size to decrease the fixed ordering cost per unit • Holding cost: H (cost of carrying one unit in inventory) – Decrease the lot size to decrease holding cost • Material cost: C (cost per unit) Lot size Q is chosen by trading off holding costs against fixed ordering costs Fixed cost Material cost Convenience store Low High Sam's Club High Low
  • 11.
    Cost Influenced byLot Size Order Quantity Annual Cost Holding Cost Holding Cost Ordering Cost Ordering Cost Material Cost Material Cost
  • 12.
    Material Cost (C) •Material cost ($/unit) – The average price paid per unit
  • 13.
    Supply Chain CostInfluenced by Lot Size Order Quantity Order Quantity Annual Cost Annual Cost Material Cost Material Cost CD
  • 14.
    Holding Cost (H) •Holding cost ($/unit/year) – Cost of carrying one unit in inventory for a specified period of time Warehousing/occupancy cost 6% Handling costs 3% Obsolescence cost % of % of Category Category Inventory Value Inventory Value
  • 15.
    Supply Chain CostInfluenced by Lot Size Order Quantity Order Quantity Annual Cost Annual Cost Holding Cost Holding Cost Material Cost Material Cost (Q/2)H
  • 16.
    Ordering Cost (S) •Ordering cost ($/lot) – Fixed cost incurred each time an order is placed (does not vary with the size of the order) • Buyer time (order placement) • Transportation cost • Receiving cost Purchase Order Description Qty. Microwave 1 Purchase Order Description Qty. Microwave 1 Purchase Order Description Qty. Microwave 1 Purchase Order Description Qty. Microwave 1 1 Order = $ 400 1 Order = $ 400 1000 Orders = $400,000 1000 Orders = $400,000 Order Order quantity quantity Purchase Order Description Qty. Microwave 1000
  • 17.
    Supply Chain CostInfluenced by Lot Size Order Quantity Order Quantity Annual Cost Annual Cost Holding Cost Holding Cost Ordering Cost Ordering Cost Material Cost Material Cost (D/Q)S
  • 18.
    Supply Chain CostInfluenced by Lot Size Order Quantity Order Quantity Annual Cost Annual Cost Holding Cost Holding Cost Total Cost Curve Total Cost Curve Ordering Cost Ordering Cost Material Cost Material Cost Optimal Optimal Order Quantity (Q*) Order Quantity (Q*) CD + (D/Q)S + (Q/2)H
  • 19.
    Economic Order Quantity(EOQ) • Optimal order quantity H S D EOQ    2 hC Q*
  • 20.
    Example: Economic OrderQuantity • Example 10-1 – Demand for the Deskpro computer at Best Buy is 1,000 units per month. Best Buy incurs a fixed order placement, transportation, and receiving cost of $4,000 each time an order is placed. Each computer costs Best Buy $500 and the retailer has an annual holding cost of 20 percent. = 1,000 x 12 = 12,000 D S C h = $4,000 = $500 = 0.2
  • 21.
    Example: Economic OrderQuantity • Example 10-1 D = 12,000 S = 4,000 C = 500 h = 0.2 Q* = sqrt((2DS)/(hC)) = sqrt((2 x 12,000 x 4,000)/(0.2 x 500)) = 980 H S D EOQ    2 hC Q*
  • 22.
    Example: Economic OrderQuantity • Example 10-1 D = 12,000 S = 4,000 C = 500 h = 0.2 Q* = 980 Order frequency Cycle inventory Average flow time = D/Q = 12,000 / 980 = 12.24 = Q/2 = 980 / 2 = 490 = Q/(2D) = 980 / (2 x 12,000) = 0.041
  • 23.
    Example: Economic OrderQuantity • Example 10-1 D = 12,000 S = 4,000 C = 500 h = 0.2 Q* = 980 Annual ordering and holding cost = (D/Q*)S + (Q*/2)hC What if Q = 1,000 What if Q = 900 What if Q = 200 cost = $98,000 cost = $98,333 cost = $250,000 = $48,990 + $48,990 = $97,980
  • 24.
    Summary Description Formula Optimal orderquantity Q* sqrt((2DS)/H) Order frequency n D/Q Cycle inventory Q/2 Average flow time (Avg inventory)/(Avg demand) Order cost (D/Q)S Holding cost (Q/2)H Material cost CD
  • 25.
    Key Points fromEOQ Model 1. Total ordering and holding costs are relatively stable around the economic order quantity 2. If demand increases by a factor k, the optimal lot size increases by a factor k 3. To reduce the optimal lot size by a factor of k, the fixed order cost S must be reduced by a factor k2 H S D EOQ    2 hC Q*
  • 26.
    Example: Economic OrderQuantity • Example 10-2 – The store manager at Best Buy would like to reduce the optimal lot size from 980 to 200. For this lot size reduction to be optimal, the store manager wants to evaluate how much the order cost per lot should be reduced (currently $4,000) Q* = sqrt((2DS)/(hC)) 200 = sqrt((2 x 12,000 x S)/(0.2 x 500)) S = (hC(Q*)2 )/2D = (0.2 x 500 x 2002 )/(2 x 12,000) = $166.7
  • 27.
    Example: Economic OrderQuantity • How can the store manager reduce the fixed ordering cost? – Aggregate multiple products in a single order • Can possibly combine shipments of different products from the same supplier • Can also have a single delivery coming from multiple suppliers
  • 28.
    Aggregating Multiple Productsin a Single Order • Example 10-1 (continued) – Assume Best Buy sells 4 different models of Deskpro each with demand of 1,000 units per month (all costs are same) – 4 single orders • Q* for each model equals 980 • Annual order and holding cost equal 97,980 x 4 = $391,920 – 1 aggregate order • D = 12,000 x 4 = 48,000 • Q* = sqrt((2 x 48,000 x 4,000)/(0.2 x 500)) = 1,960 (= 490 for each model) • Annual order and holding cost = (D/Q)S + (Q/2)hC = ((48,000/1,960) x 4,000) + (1,960/2) x 0.2 x 500 = $244,918
  • 29.
    Lot Sizing withMultiple Products or Customers • Ordering cost has two components – Common (to all products) – Individual (to each product) • Example – It is cheaper for Wal-Mart to receive a truck containing a single product than a truck containing many different products • Inventory and restocking effort is much less for a single product
  • 30.
    Lot Sizing withMultiple Products or Customers • Multiple products – Independent orders • No aggregation: Each product ordered separately – Joint order of all products • Complete aggregation: All products delivered on each truck – Joint order of a subset of products • Tailored aggregation: Selected subsets of products on each truck 1 2 3 1 2 3 1 1 1 1 2 3 1 2 3 2 3 2 Which option will likely have the lowest cost?

Editor's Notes

  • #14 Cost of capital is the opportunity cost of foregone returns on the amount invested in inventory that could have been invested in other projects. Obsolescence cost estimates the rate at which the value of the stored product drops because its market value of quality falls Handling cost includes incremental receiving and storage costs that vary with the quantity of product received Occupancy cost reflects the incremental change in space costs due to changing cycle inventory Miscellaneous cost These costs include theft, security, damage, tax, and additional insurance charges that are incurred
  • #16 Cost is spread over more units Example: You need 1000 microwave ovens Order cost Buyer time Transportation costs Receiving costs Other costs Buyer time is the incremental time of the buyer placing the extra order (should only be included if the buyer is fully utilized) Transportation cost a fixed transportation cost is often incurred regardless the size of the order. The fixed component should be included in the order cost Receiving cost some receiving costs are incurred regardless of the size of the order. Receiving costs that are quantity dependent should not be included here