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Inventory Management
Chapter 13






Elements of Inventory Management
Inventory Control Systems
Economic Order Quantity Models
Quantity Discounts
Reorder Point
Order Quantity
System
for a Periodic Inventory
Copyright 2006 John Wiley & Sons, Inc. 12-2
Lecture Outline
 Stock of items kept to meet future
demand
Purpose of inventory management

how many units to order

when to order

Copyright 2006 John Wiley & Sons, Inc. 12-3
What Is Inventory?



Raw materials
Purchased parts and supplies
Work-in-process (partially
products (WIP)
Items being transported
Tools and equipment
completed)


Copyright 2006 John Wiley & Sons, Inc. 12-4
Types of Inventory
Inventory and Supply Chain
 Bullwhip effect
demand information is distorted
from the end-use customer
as it moves away

higher safety stock inventories to are stored
compensate
Seasonal or cyclical demand
to





Inventory provides independence from vendors
Take advantage of price discounts
Inventory provides independence between
stages and avoids work stop-pages
Copyright 2006 John Wiley & Sons, Inc. 12-5
Inventory and Supply
Management
 Customers usually perceive quality
service as availability of goods they want
when they want them
Inventory must be sufficient to provide

high-quality customer service in TQM
Copyright 2006 John Wiley & Sons, Inc. 12-7
Inventory and Quality
Management
 Carrying cost
 cost of holding an item in inventory
 Ordering cost
 cost of replenishing inventory
 Shortage cost
 temporary or permanent loss of
when demand cannot be met
sales
Copyright 2006 John Wiley & Sons, Inc. 12-8
Inventory Costs
Inventory Control Systems
 Continuous system (fixed-
order-quantity)
 constant amount ordered
when inventory declines to
predetermined level
 Periodic system (fixed-time-
period)
 order place
amount after fixed passage of
time
Copyright 2006 John Wiley & Sons, Inc. 12-9
d for variable
Inventory Control Syst
Economic Order Quantity
 EOQ
optimal order quantity that will
minimize total inventory costs
Basic EOQ model


 Production quantity model
Copyright 2006 John Wiley & Sons, Inc. 12-13
Economic Order Quant
(EOQ) Models
 Demand is known with certainty and
is constant over time
No shortages are allowed
Lead time for the receipt of orders is
constant
Order quantity is received all at once



Copyright 2006 John Wiley & Sons, Inc. 12-14
Assumptions of Basic
EOQ Model
time time
placed receipt placed receipt
Copyright 2006 John Wiley & Sons, Inc. 12-15
Inventory
Level
Demand
Inventory Order Cycle
Order quantity, Q
rate
Reorder point, R
0 Lead Lead Time
Order Order Order Order
Annual ordering cost =
Annual carrying cost =
Total cost = +
Copyright 2006 John Wiley & Sons, Inc. 12-16
EOQ Cost Model
Co - cost of placing order D - annual demand
Cc - annual per-unit carrying cost Q - order quantity
CoD
Q
CcQ
2
CoD CcQ
Q 2
costs at optimal point
TC = +
=
= +
o
Q2 =
c
Q2
2
Qopt =
Cc
Copyright 2006 John Wiley & Sons, Inc. 12-17
Deriving Qopt
CoD CcQ
Q 2
TC CoD Cc
Q Q2
2
C0D Cc
0 = +
2CoD
Qopt =
Proving equality of
CoD CcQ
Q 2
2C D
C
2CoD
Cc
EOQ Cost Model
cost ($)
Minimum 2
Qopt
Copyright 2006 John Wiley & Sons, Inc. 12-18
Total Cost
Carrying Cost =
Ordering Cost =
EOQ Cost Model (cont.)
Annual
Slope = 0
CcQ
total cost
CoD
Q
Optimal order Order Quantity, Q
Qopt = TCmin = +
Qopt = TCmin = +
(0.75) 2,000 2
Copyright 2006 John Wiley & Sons, Inc. 12-19
EOQ Example
Cc = $0.75 per yard Co = $150 D = 10,000 yards
2CoD CoD CcQ
Cc Q 2
2(150)(10,000) (150)(10,000) (0.75)(2,000)
Qopt = 2,000 yards TCmin = $750 + $750 = $1,500
Orders per year = D/Qopt Order cycle time = 311 days/(D/Qopt)
= 10,000/2,000 = 311/5
= 5 orders/year = 62.2 store days
 An inventory system in which an order is
received gradually, as inventory is
simultaneously being depleted
AKA non-instantaneous receipt model

assumption that Q is received all at once is relaxed

 p - daily rate at which an order is received over
time, a.k.a. production rate
d - daily rate at which inventory is demanded

Copyright 2006 John Wiley & Sons, Inc. 12-20
Production Quantity
Model
Q
inventory
(1-d/p)
receipt receipt
receipt period
Copyright 2006 John Wiley & Sons, Inc. 12-21
invent
Production Quantity Model
(cont.)
Inventory
level
Maximum
Q(1-d/p)
inventory
level
Average
2 level
0
Begin End Time
Order order order
Production Quantity Model
p
p o
Q d C 1 -
Average inventory level = 1 -
TC = + 1 - p
Q 2
Copyright 2006 John Wiley & Sons, Inc. 12-22
p = production rate d = demand rate
Maximum inventory level = Q -
Q
d
= Q 1 -
d
2C D
Qopt = d
2 p c p
CoD CcQ d
Production Quantity
(cont.)
Production Quantity Model:
2CoD 2(150)(10,000)
Qopt = = = 2,256.8 yards
32.2
d
Cc 1 - 0.75 1 -
150
p
CoD
Q
CcQ
2
d
TC = + 1 - = $1,329
p
2,256.8
150
Q
p
Production run = = = 15.05 days per order
Copyright 2006 John Wiley & Sons, Inc. 12-23
Cc = $0.75 per yard Co = $150 D = 10,000 yards
d = 10,000/311 = 32.2 yards per day p = 150 yards per day
Production Quantity M
Example
Production Quantity Model:
2,256.8
Q
p 150
Copyright 2006 John Wiley & Sons, Inc. 12-24
Number of production runs =
D
=
10,000
= 4.43 runs/year
Maximum inventory level = Q 1 -
d
= 2,256.8 1 - 32.2
= 1,772 yards
Production Quantity
Example (cont.)
Price per unit decreases
quantity increases
as order
CoD
Q
CcQ
2
TC = + + PD
where
P = per unit price of the item
D = annual demand
Copyright 2006 John Wiley & Sons, Inc. 12-25
Quantity Discounts
TC (d1 =$8 )
Copyright 2006 John Wiley & Sons, Inc. 12-26
Inventory
cost
($)
ORDERSIZE PRICE
200+ 6 (d )
Quantity Discount Model (cont.)
0 - 99 $10 TC = ($10 )
100 – 199 8 (d1)
2
TC (d2 = $6 )
Carrying cost
Ordering cost
Q(d1 ) = 100 Qopt Q(d2 ) = 200
Co = $2,500
$190 per computer
200
Cc
D
=
=
90+ 900
Qopt = = = 72.5 PCs
CcQopt
CoD
2
Qopt
CcQ
CoD
2
Q
Copyright 2006 John Wiley & Sons, Inc. 12-27
Quantity Discount: Example
QUANTITY PRICE
1 - 49 $1,400
50 - 89 1,100
2CoD 2(2500)(200)
Cc
190
For Q = 72.5
TC = + + PD = $233,784
For Q = 90
TC = + + PD = $194,105
Level of inventory at which a new order
is placed
R = dL
where
d =
L =
demand rate
lead time
per period
Copyright 2006 John Wiley & Sons, Inc. 12-28
Reorder Point
Reorder Point: Example
Demand = 10,000 yards/year
Store open 311 days/year
Daily demand = 10,000 / 311
yards/day
Lead time = L = 10 days
= 32.154
R = dL = (32.154)(10) = 321.54 yards
Copyright 2006 John Wiley & Sons, Inc. 12-29
Reorder Point: Ex
 Safety stock
 buffer added to on hand inventory during lead
time
 Stockout
 an inventory shortage
 Service level
 probability that the inventory
lead time will meet demand
available during
Copyright 2006 John Wiley & Sons, Inc. 12-30
Safety Stocks
t, R
R
0
Copyright 2006 John Wiley & Sons, Inc. 12-31
Inventory
level
Variable Demand with
a Reorder Point
Reo
poin
n
Q
rder
LT LT
Time
Safety Stock
0
Copyright 2006 John Wiley & Sons, Inc. 12-32
Inventory
level Reorder Point with
a Safety Stock
Reorder
point, R
Q
LT LT
Time
R = dL + z L
d
where
d
L
d
z
=
=
=
=
average daily demand
lead time
the standard deviation of daily demand
number of standard deviations
corresponding to the service level
probability
safety stock
z L =
d
Copyright 2006 John Wiley & Sons, Inc. 12-33
Reorder Point With
Variable Demand
Copyright 2006 John Wiley & Sons, Inc. 12-35
The carpet store wants a reorder point with a 95%
service level and a 5% stockout probability
d = 30 yards per day
L = 10 days
d = 5 yards per day
For a 95% service level, z = 1.65
R = dL + z d L Safety stock = z d L
= 30(10) + (1.65)(5)( 10) = (1.65)(5)( 10)
= 326.1 yards = 26.1 yards
Reorder Point for
Variable Demand
Periodic Inventory System
Copyright 2006 John Wiley & Sons, Inc. 12-36
Q = d(tb + L) + z d tb + L - I
where
d = average demand rate
tb = the fixed time between orders
L = lead time
d = standard deviation of demand
z d tb + L = safety stock
I = inventory level
Order Quantity for a
Periodic Inventory Sy
Fixed-Period Model with
Copyright 2006 John Wiley & Sons, Inc. 12-37
d = 6 bottles per day
d = 1.2 bottles
tb = 60 days
L = 5 days
I = 8 bottles
z = 1.65 (for a 95% service level)
Q = d(tb + L) + z d tb + L - I
= (6)(60 + 5) + (1.65)(1.2) 60 + 5 - 8
= 397.96 bottles
Fixed-Period Model w
Variable Demand

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Aminullah Assagaf_P10-Ch.13_Inventory Management-32.pptx

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  • 7.       Elements of Inventory Management Inventory Control Systems Economic Order Quantity Models Quantity Discounts Reorder Point Order Quantity System for a Periodic Inventory Copyright 2006 John Wiley & Sons, Inc. 12-2 Lecture Outline
  • 8.  Stock of items kept to meet future demand Purpose of inventory management  how many units to order  when to order  Copyright 2006 John Wiley & Sons, Inc. 12-3 What Is Inventory?
  • 9.    Raw materials Purchased parts and supplies Work-in-process (partially products (WIP) Items being transported Tools and equipment completed)   Copyright 2006 John Wiley & Sons, Inc. 12-4 Types of Inventory
  • 10. Inventory and Supply Chain  Bullwhip effect demand information is distorted from the end-use customer as it moves away  higher safety stock inventories to are stored compensate Seasonal or cyclical demand to      Inventory provides independence from vendors Take advantage of price discounts Inventory provides independence between stages and avoids work stop-pages Copyright 2006 John Wiley & Sons, Inc. 12-5 Inventory and Supply Management
  • 11.  Customers usually perceive quality service as availability of goods they want when they want them Inventory must be sufficient to provide  high-quality customer service in TQM Copyright 2006 John Wiley & Sons, Inc. 12-7 Inventory and Quality Management
  • 12.  Carrying cost  cost of holding an item in inventory  Ordering cost  cost of replenishing inventory  Shortage cost  temporary or permanent loss of when demand cannot be met sales Copyright 2006 John Wiley & Sons, Inc. 12-8 Inventory Costs
  • 13. Inventory Control Systems  Continuous system (fixed- order-quantity)  constant amount ordered when inventory declines to predetermined level  Periodic system (fixed-time- period)  order place amount after fixed passage of time Copyright 2006 John Wiley & Sons, Inc. 12-9 d for variable Inventory Control Syst
  • 14. Economic Order Quantity  EOQ optimal order quantity that will minimize total inventory costs Basic EOQ model    Production quantity model Copyright 2006 John Wiley & Sons, Inc. 12-13 Economic Order Quant (EOQ) Models
  • 15.  Demand is known with certainty and is constant over time No shortages are allowed Lead time for the receipt of orders is constant Order quantity is received all at once    Copyright 2006 John Wiley & Sons, Inc. 12-14 Assumptions of Basic EOQ Model
  • 16. time time placed receipt placed receipt Copyright 2006 John Wiley & Sons, Inc. 12-15 Inventory Level Demand Inventory Order Cycle Order quantity, Q rate Reorder point, R 0 Lead Lead Time Order Order Order Order
  • 17. Annual ordering cost = Annual carrying cost = Total cost = + Copyright 2006 John Wiley & Sons, Inc. 12-16 EOQ Cost Model Co - cost of placing order D - annual demand Cc - annual per-unit carrying cost Q - order quantity CoD Q CcQ 2 CoD CcQ Q 2
  • 18. costs at optimal point TC = + = = + o Q2 = c Q2 2 Qopt = Cc Copyright 2006 John Wiley & Sons, Inc. 12-17 Deriving Qopt CoD CcQ Q 2 TC CoD Cc Q Q2 2 C0D Cc 0 = + 2CoD Qopt = Proving equality of CoD CcQ Q 2 2C D C 2CoD Cc EOQ Cost Model
  • 19. cost ($) Minimum 2 Qopt Copyright 2006 John Wiley & Sons, Inc. 12-18 Total Cost Carrying Cost = Ordering Cost = EOQ Cost Model (cont.) Annual Slope = 0 CcQ total cost CoD Q Optimal order Order Quantity, Q
  • 20. Qopt = TCmin = + Qopt = TCmin = + (0.75) 2,000 2 Copyright 2006 John Wiley & Sons, Inc. 12-19 EOQ Example Cc = $0.75 per yard Co = $150 D = 10,000 yards 2CoD CoD CcQ Cc Q 2 2(150)(10,000) (150)(10,000) (0.75)(2,000) Qopt = 2,000 yards TCmin = $750 + $750 = $1,500 Orders per year = D/Qopt Order cycle time = 311 days/(D/Qopt) = 10,000/2,000 = 311/5 = 5 orders/year = 62.2 store days
  • 21.  An inventory system in which an order is received gradually, as inventory is simultaneously being depleted AKA non-instantaneous receipt model  assumption that Q is received all at once is relaxed   p - daily rate at which an order is received over time, a.k.a. production rate d - daily rate at which inventory is demanded  Copyright 2006 John Wiley & Sons, Inc. 12-20 Production Quantity Model
  • 22. Q inventory (1-d/p) receipt receipt receipt period Copyright 2006 John Wiley & Sons, Inc. 12-21 invent Production Quantity Model (cont.) Inventory level Maximum Q(1-d/p) inventory level Average 2 level 0 Begin End Time Order order order
  • 23. Production Quantity Model p p o Q d C 1 - Average inventory level = 1 - TC = + 1 - p Q 2 Copyright 2006 John Wiley & Sons, Inc. 12-22 p = production rate d = demand rate Maximum inventory level = Q - Q d = Q 1 - d 2C D Qopt = d 2 p c p CoD CcQ d Production Quantity (cont.)
  • 24. Production Quantity Model: 2CoD 2(150)(10,000) Qopt = = = 2,256.8 yards 32.2 d Cc 1 - 0.75 1 - 150 p CoD Q CcQ 2 d TC = + 1 - = $1,329 p 2,256.8 150 Q p Production run = = = 15.05 days per order Copyright 2006 John Wiley & Sons, Inc. 12-23 Cc = $0.75 per yard Co = $150 D = 10,000 yards d = 10,000/311 = 32.2 yards per day p = 150 yards per day Production Quantity M Example
  • 25. Production Quantity Model: 2,256.8 Q p 150 Copyright 2006 John Wiley & Sons, Inc. 12-24 Number of production runs = D = 10,000 = 4.43 runs/year Maximum inventory level = Q 1 - d = 2,256.8 1 - 32.2 = 1,772 yards Production Quantity Example (cont.)
  • 26. Price per unit decreases quantity increases as order CoD Q CcQ 2 TC = + + PD where P = per unit price of the item D = annual demand Copyright 2006 John Wiley & Sons, Inc. 12-25 Quantity Discounts
  • 27. TC (d1 =$8 ) Copyright 2006 John Wiley & Sons, Inc. 12-26 Inventory cost ($) ORDERSIZE PRICE 200+ 6 (d ) Quantity Discount Model (cont.) 0 - 99 $10 TC = ($10 ) 100 – 199 8 (d1) 2 TC (d2 = $6 ) Carrying cost Ordering cost Q(d1 ) = 100 Qopt Q(d2 ) = 200
  • 28. Co = $2,500 $190 per computer 200 Cc D = = 90+ 900 Qopt = = = 72.5 PCs CcQopt CoD 2 Qopt CcQ CoD 2 Q Copyright 2006 John Wiley & Sons, Inc. 12-27 Quantity Discount: Example QUANTITY PRICE 1 - 49 $1,400 50 - 89 1,100 2CoD 2(2500)(200) Cc 190 For Q = 72.5 TC = + + PD = $233,784 For Q = 90 TC = + + PD = $194,105
  • 29. Level of inventory at which a new order is placed R = dL where d = L = demand rate lead time per period Copyright 2006 John Wiley & Sons, Inc. 12-28 Reorder Point
  • 30. Reorder Point: Example Demand = 10,000 yards/year Store open 311 days/year Daily demand = 10,000 / 311 yards/day Lead time = L = 10 days = 32.154 R = dL = (32.154)(10) = 321.54 yards Copyright 2006 John Wiley & Sons, Inc. 12-29 Reorder Point: Ex
  • 31.  Safety stock  buffer added to on hand inventory during lead time  Stockout  an inventory shortage  Service level  probability that the inventory lead time will meet demand available during Copyright 2006 John Wiley & Sons, Inc. 12-30 Safety Stocks
  • 32. t, R R 0 Copyright 2006 John Wiley & Sons, Inc. 12-31 Inventory level Variable Demand with a Reorder Point Reo poin n Q rder LT LT Time
  • 33. Safety Stock 0 Copyright 2006 John Wiley & Sons, Inc. 12-32 Inventory level Reorder Point with a Safety Stock Reorder point, R Q LT LT Time
  • 34. R = dL + z L d where d L d z = = = = average daily demand lead time the standard deviation of daily demand number of standard deviations corresponding to the service level probability safety stock z L = d Copyright 2006 John Wiley & Sons, Inc. 12-33 Reorder Point With Variable Demand
  • 35. Copyright 2006 John Wiley & Sons, Inc. 12-35 The carpet store wants a reorder point with a 95% service level and a 5% stockout probability d = 30 yards per day L = 10 days d = 5 yards per day For a 95% service level, z = 1.65 R = dL + z d L Safety stock = z d L = 30(10) + (1.65)(5)( 10) = (1.65)(5)( 10) = 326.1 yards = 26.1 yards Reorder Point for Variable Demand
  • 36. Periodic Inventory System Copyright 2006 John Wiley & Sons, Inc. 12-36 Q = d(tb + L) + z d tb + L - I where d = average demand rate tb = the fixed time between orders L = lead time d = standard deviation of demand z d tb + L = safety stock I = inventory level Order Quantity for a Periodic Inventory Sy
  • 37. Fixed-Period Model with Copyright 2006 John Wiley & Sons, Inc. 12-37 d = 6 bottles per day d = 1.2 bottles tb = 60 days L = 5 days I = 8 bottles z = 1.65 (for a 95% service level) Q = d(tb + L) + z d tb + L - I = (6)(60 + 5) + (1.65)(1.2) 60 + 5 - 8 = 397.96 bottles Fixed-Period Model w Variable Demand