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28-Jun-10 1 Inventory Management Inventory Management 12 12 – 1 Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall. For For Operations Management, 9e Operations Management, 9e by by Krajewski/Ritzman/Malhotra Krajewski/Ritzman/Malhotra © 2010 Pearson Education © 2010 Pearson Education PowerPoint Slides PowerPoint Slides by Jeff Heyl by Jeff Heyl Inventory Management Inventory Management Inventories are important to all types of organizations organizations They have to be counted, paid for, used in operations, used to satisfy customers, and managed Too much inventory reduces profitability Too little inventory damages customer confidence 12 – 2 Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall. confidence Inventory trade-offs

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Page 1: 12 Inventory Management - kaizenha.comkaizenha.com/wp-content/uploads/2016/04/ppc-chapter-12-slides.pdf · Krajewski/Ritzman/Malhotra ... Economic Order Quantity ... Microsoft PowerPoint

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1

Inventory ManagementInventory Management12

12 – 1Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

For For Operations Management, 9eOperations Management, 9e by by Krajewski/Ritzman/Malhotra Krajewski/Ritzman/Malhotra © 2010 Pearson Education© 2010 Pearson Education

PowerPoint Slides PowerPoint Slides by Jeff Heylby Jeff Heyl

Inventory ManagementInventory Management

Inventories are important to all types of organizationsorganizations They have to be counted, paid for, used in

operations, used to satisfy customers, and managed

Too much inventory reduces profitability

Too little inventory damages customer confidence

12 – 2Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

confidence

Inventory trade-offs

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ABC AnalysisABC Analysis

Stock-keeping units (SKU)

Identify the classes so management can control inventory levels

A Pareto chart

Cycle counting

12 – 3Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

e

100 —

90 —

80

Class C

Class A

Class B

ABC AnalysisABC Analysis

cen

tag

e o

f d

oll

ar v

alu

e 80 —

70 —

60 —

50 —

40 —

30 —

12 – 4Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

10 20 30 40 50 60 70 80 90 100

Percentage of SKUs

Per

c

20 —

10 —

0 —

Figure 12.1 – Typical Chart Using ABC Analysis

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Economic Order QuantityEconomic Order Quantity

The lot size, Q, that minimizes total annual inventory holding and ordering costs

Fi ti Five assumptions1. Demand rate is constant and known with certainty

2. No constraints are placed on the size of each lot

3. The only two relevant costs are the inventory holding cost and the fixed cost per lot for ordering or setup

4. Decisions for one item can be made independently of decisions for other items

12 – 5Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

decisions for other items

5. The lead time is constant and known with certainty

Economic Order QuantityEconomic Order Quantity

Don’t use the EOQ Make-to-order strategy

Order size is constrained

Modify the EOQ Quantity discounts

Replenishment not instantaneous

Use the EOQ

12 – 6Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Use the EOQ Make-to-stock

Carrying and setup costs are known and relatively stable

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Calculating EOQCalculating EOQ

Inventory depletion (demand rate)

Receive order

s) Qh

and

inve

nto

ry (

un

its Q

Averagecycleinventory

Q

2

12 – 7Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

1 cycle

On

-

TimeFigure 12.2 – Cycle-Inventory Levels

Calculating EOQCalculating EOQ

Annual holding cost

Annual holding cost = (Average cycle inventory) (Unit holding cost) (Unit holding cost)

Annual ordering cost

Annual ordering cost = (Number of orders/Year) (Ordering or setup costs)

Total annual cycle-inventory cost

12 – 8Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

y y

Total costs = Annual holding cost + Annual ordering or setup cost

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Calculating EOQCalculating EOQ

An

nu

al c

ost

(d

olla

rs)

Holding cost

Total cost

12 – 9Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Lot Size (Q)

Ordering cost

Figure 12.3 – Graphs of Annual Holding, Ordering, and Total Costs

Calculating EOQCalculating EOQ

Total annual cycle-inventory cost

Q

whereC = total annual cycle-inventory costQ = lot sizeH = holding cost per unit per year

C = (H) + (S)Q

2DQ

12 – 10Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

H holding cost per unit per yearD = annual demandS = ordering or setup costs per lot

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The Cost of a LotThe Cost of a Lot--Sizing PolicySizing Policy

EXAMPLE 12.1

A museum of natural history opened a gift shop which operates 52 weeks per year.operates 52 weeks per year.

Managing inventories has become a problem.

Top-selling SKU is a bird feeder.

Sales are 18 units per week, the supplier charges $60 per unit.

Ordering cost is $45.

Annual holding cost is 25 percent of a feeder’s value.

12 – 11Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

g p

Management chose a 390-unit lot size.

What is the annual cycle-inventory cost of the current policy of using a 390-unit lot size?

Would a lot size of 468 be better?

The Cost of a LotThe Cost of a Lot--Sizing PolicySizing Policy

SOLUTION

We begin by computing the annual demand and holding cost as

D (18 it / k)(52 k / ) 936 itD =

H =

C = (H) + (S)Q

2DQ = ($15) + ($45)

= $2,925 + $108 = $3,033

3902

936390

The total annual cycle-inventory cost for the current policy is

(18 units/week)(52 weeks/year) = 936 units

0.25($60/unit) = $15

12 – 12Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

The total annual cycle-inventory cost for the alternative lot size is

C = ($15) + ($45) = $3,510 + $90 = $3,6004682

936468

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The Cost of a LotThe Cost of a Lot--Sizing PolicySizing Policy

3000

Currentcost

Figure 12.4 – Total Annual Cycle-Inventory Cost Function for the Bird Feeder

3000 –

2000 –

1000 –An

nu

al c

ost

(d

olla

rs) Total

cost = (H) + (S)Q

2DQ

Holding cost = (H)Q

2

12 – 13Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

1000

0 – | | | | | | | |

50 100 150 200 250 300 350 400

Lot Size (Q)

A

CurrentQ

Lowestcost

Best Q(EOQ)

Ordering cost = (S)DQ

Calculating EOQCalculating EOQ

The EOQ formula:

EOQ =2DS

H

Time between orders

12 – 14Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

TBOEOQ = (12 months/year)EOQ

D

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Finding the EOQ, Total Cost, TBOFinding the EOQ, Total Cost, TBO

EXAMPLE 12.2

For the bird feeders in Example 12.1, calculate the EOQ and its total annual cycle-inventory cost. How frequently will orders betotal annual cycle inventory cost. How frequently will orders be placed if the EOQ is used?

SOLUTION

Using the formulas for EOQ and annual cost, we get

EOQ = =2DS

= 74 94 or 75 units2(936)(45)

12 – 15Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

EOQ = =H

= 74.94 or 75 units15

Finding the EOQ, Total Cost, TBOFinding the EOQ, Total Cost, TBO

Figure 12.5 shows that the total annual cost is much less than the $3,033 cost of the current policy of placing 390-unit orders.

12 – 16Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Figure 12.5 – Total Annual Cycle-Inventory Costs Based on EOQ Using Tutor 12.2

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Finding the EOQ, Total Cost, TBOFinding the EOQ, Total Cost, TBO

When the EOQ is used, the TBO can be expressed in various ways for the same time period.

EOQTBOEOQ =

EOQD

TBOEOQ = (12 months/year)EOQ

D

TBO = (52 weeks/year)EOQ

= = 0.080 year75936

= (12) = 0.96 month75936

= (52) = 4 17 weeks75

12 – 17Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

TBOEOQ = (52 weeks/year)D

TBOEOQ = (365 days/year)EOQ

D

= (52) = 4.17 weeks936

= (365) = 29.25 days75936

Application 12.1Application 12.1

Suppose that you are reviewing the inventory policies on an $80 item stocked at a hardware store. The current policy is to replenish inventory by ordering in lots of 360 units. Additional i f ti iinformation is:

D = 60 units per week, or 3,120 units per year

S = $30 per order

H = 25% of selling price, or $20 per unit per year

What is the EOQ?

12 – 18Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

EOQ = =2DS

H= 97 units

2(3,120)(30)

20

SOLUTION

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Application 12.1Application 12.1

What is the total annual cost of the current policy (Q = 360), and how does it compare with the cost with using the EOQ?

Current Policy EOQ Policy

Q = 360 units Q = 97 units

C = 3,600 + 260

C = $3,860

C = (360/2)(20) + (3,120/360)(30)

C = 970 + 965

C = $1,935

C = (97/2)(20) + (3,120/97)(30)

12 – 19Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Application 12.1Application 12.1

What is the time between orders (TBO) for the current policy and the EOQ policy, expressed in weeks?

TBO360 =

TBOEOQ =

(52 weeks per year) = 6 weeks360

3,120

(52 weeks per year) = 1.6 weeks97

3 120

SOLUTION

12 – 20Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

EOQ ( p y )3,120

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Managerial InsightsManagerial Insights

TABLE 12.1 | SENSITIVITY ANALYSIS OF THE EOQ

Parameter EOQ Parameter Change

EOQ Change

Comments

Demand ↑ ↑ Increase in lot size is in proportion to the square root of D.

Order/Setup Costs ↓ ↓

Weeks of supply decreases and inventory turnover increases because the lot size decreases.

H ldi L l t j tifi d h h ldi

2DSH

2DSH

12 – 21Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Holding Costs ↓ ↑ Larger lots are justified when holding

costs decrease.2DS

H

Inventory Control SystemsInventory Control Systems

Two important questions: How much?

When?

Nature of demand Independent demand

Dependent demand

12 – 22Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

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Inventory Control SystemsInventory Control Systems

Continuous review (Q) systemReorder point system (ROP) and fixed order

quantity system

For independent demand items

Tracks inventory position (IP)

Includes scheduled receipts (SR), on-hand inventory (OH), and back orders (BO)

12 – 23Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Inventory position = On-hand inventory + Scheduled receipts – Backorders

IP = OH + SR – BO

Selecting the Reorder PointSelecting the Reorder Point

IP IPIPOrderreceived

Orderreceived

Orderreceived

Orderreceived

On

-han

d i

nve

nto

ry

Orderplaced

Orderplaced

Orderplaced

R

Q QQ

OH OHOH

12 – 24Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Time

TBO TBO

L L

TBO

L

placed placedplaced

Figure 12.6 – Q System When Demand and Lead Time Are Constant and Certain

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Application 12.2Application 12.2

The on-hand inventory is only 10 units, and the reorder point R is 100. There are no backorders and one open order for 200 units Should a new order be placed?200 units. Should a new order be placed?

IP = OH + SR – BO = 10 + 200 – 0 = 210

R = 100

SOLUTION

12 – 25Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Decision: Place no new order

Placing a New OrderPlacing a New Order

EXAMPLE 12.3

Demand for chicken soup at a supermarket is always 25 cases a day and the lead time is always 4 days. The shelves were justday and the lead time is always 4 days. The shelves were just restocked with chicken soup, leaving an on-hand inventory of only 10 cases. No backorders currently exist, but there is one open order in the pipeline for 200 cases. What is the inventory position? Should a new order be placed?

SOLUTION

R = Total demand during lead time = (25)(4) = 100 cases

12 – 26Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

R = Total demand during lead time = (25)(4) = 100 cases

= 10 + 200 – 0 = 210 cases

IP = OH + SR – BO

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Continuous Review SystemsContinuous Review Systems

Selecting the reorder point with variable demand and constant lead time

Reorder point = Average demand during lead time + Safety stock

= dL + safety stock

whered d d k ( d th )

12 – 27Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

d = average demand per week (or day or months)L = constant lead time in weeks (or days or months)

Continuous Review SystemsContinuous Review Systems

Orderreceived

Orderreceived

IP IP

O d

Orderreceived

IP

On

-han

d i

nve

nto

ry

R

Q

Orderplaced

Orderplaced

Q

Orderplaced

Q

Orderreceived

12 – 28Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Time

TBO1 TBO2 TBO3

L1 L2 L3

0

Figure 12.7 – Q System When Demand Is Uncertain

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Reorder PointReorder Point

1. Choose an appropriate service-level policy Select service level or cycle service level

Protection interval

2. Determine the demand during lead time probability distribution

3. Determine the safety stock and reorder

12 – 29Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

point levels

Demand During Lead TimeDemand During Lead Time

Specify mean and standard deviation

Standard deviation of demand during lead time

σdLT = σd2L = σd L

Safety stock and reorder point

Safety stock = zσdLT

where

12 – 30Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

wherez = number of standard deviations needed to achieve the

cycle-service levelσdLT = stand deviation of demand during lead time

Reorder point = R = dL + safety stock

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σt = 15

+ +σt = 15

=σt = 15

Demand During Lead TimeDemand During Lead Time

+75

Demand for week 1

σt = 25.98

+75

Demand for week 2

=75

Demand for week 3

12 – 31Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

225Demand for 3-week lead time

Figure 12.8 – Development of Demand Distribution for the Lead Time

Demand During Lead TimeDemand During Lead Time

Cycle-service level = 85%

Average demand

during lead time

Probability of stockout(1.0 – 0.85 = 0.15)

12 – 32Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

lead time

zσdLT

R

Figure 12.9 – Finding Safety Stock with a Normal Probability Distribution for an 85 Percent Cycle-Service Level

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Reorder Point for Variable DemandReorder Point for Variable Demand

EXAMPLE 12.4

Let us return to the bird feeder in Example 12.2. The EOQ is 75 units. Suppose that the average demand is 18 units per week with a standard deviation of 5 units. The lead time is constant at two weeks. Determine the safety stock and reorder point if management wants a 90 percent cycle-service level.

12 – 33Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Reorder Point for Variable DemandReorder Point for Variable Demand

SOLUTION

In this case, σd = 5, d = 18 units, and L = 2 weeks, so dσdLT = σd L = 5 2 = 7.07. Consult the body of the table in the Normal Distribution appendix for 0.9000, which corresponds to a 90 percent cycle-service level. The closest number is 0.8997, which corresponds to 1.2 in the row heading and 0.08 in the column heading. Adding these values gives a z value of 1.28. With this information, we calculate the safety stock and reorder point as follows:

12 – 34Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Safety stock = zσdLT = 1.28(7.07) = 9.05 or 9 units

2(18) + 9 = 45 unitsReorder point = dL + Safety stock =

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Application 12.3Application 12.3

Suppose that the demand during lead time is normally distributed with an average of 85 and σdLT = 40. Find the safety stock, and reorder point R, for a 95 percent cycle-service level.

SOLUTION

Safety stock = zσdLT =

Find the safety stock and reorder point R for an 85 percent

R = Average demand during lead time + Safety stock

R = 85 + 66 = 151 units

1.645(40) = 65.8 or 66 units

12 – 35Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Find the safety stock, and reorder point R, for an 85 percent cycle-service level.

Safety stock = zσdLT = 1.04(40) = 41.6 or 42 units

R = Average demand during lead time + Safety stock

R = 85 + 42 = 127 units

Reorder Point for Variable Demand Reorder Point for Variable Demand and Lead Timeand Lead Time

Often the case that both are variable

The equations are more complicated

Safety stock = zσdLT

whered A kl ( d il thl ) d d

R = (Average weekly demand Average lead time) + Safety stock

= dL + Safety stock

12 – 36Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

d = Average weekly (or daily or monthly) demandL = Average lead timeσd = Standard deviation of weekly (or daily or monthly) demandσLT = Standard deviation of the lead timeσdLT = Lσd

2 + d2σLT2

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Reorder PointReorder Point

EXAMPLE 12.5

The Office Supply Shop estimates that the average demand for e O ce Supp y S op est ates t at t e a e age de a d oa popular ball-point pen is 12,000 pens per week with a standard deviation of 3,000 pens. The current inventory policy calls for replenishment orders of 156,000 pens. The average lead time from the distributor is 5 weeks, with a standard deviation of 2 weeks. If management wants a 95 percent cycle-service level, what should the reorder point be?

12 – 37Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Reorder PointReorder Point

SOLUTION

We have d = 12,000 pens, σd = 3,000 pens, L = 5 weeks, and σLT = 2 weeks

From the Normal Distribution appendix for 0.9500, the appropriate z value = 1.65. We calculate the safety stock and reorder point as follows:

σdLT = Lσd2 + d2σLT

2 =

and σLT 2 weeks

(5)(3,000)2 + (12,000)2(2)2

= 24,919.87 pens

12 – 38Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Safety stock = zσdLT =

Reorder point = dL + Safety stock =

(1.65)(24,919.87) = 41,117.79 or 41,118 pens

(12,000)(5) + 41.118 = 101,118 pens

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Application 12.4Application 12.4

Grey Wolf lodge is a popular 500-room hotel in the North Woods. Managers need to keep close tabs on all of the room service items including a special pint-scented bar soap Theservice items, including a special pint-scented bar soap. The daily demand for the soap is 275 bars, with a standard deviation of 30 bars. Ordering cost is $10 and the inventory holding cost is $0.30/bar/year. The lead time from the supplier is 5 days, with a standard deviation of 1 day. The lodge is open 365 days a year.

What should the reorder point be for the bar of soap if management wants to have a 99 percent cycle-service?

12 – 39Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Application 12.4Application 12.4

SOLUTION

d = 275 bars

L = 5 days

σd = 30 bars

σLT = 1 day

283.06 barsσdLT = Lσd2 + d2σLT

2 =

From the Normal Distribution appendix for 0.9900, z = 2.33.

12 – 40Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

We calculate the safety stock and reorder point as follows;

Safety stock = zσdLT =

Reorder point + safety stock = dL + safety stock

(2.33)(283.06) = 659.53 or 660 bars

= (275)(5) + 660 = 2,035 bars

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Continuous Review SystemsContinuous Review Systems

Two-Bin system Visual system

An empty first bin signals the need to place an order

Calculating total systems costs

Total cost = Annual cycle inventory holding cost + Annual ordering cost + Annual safety stock holding cost

12 – 41Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

C = (H) + (S) + (H) (Safety stock)Q

2DQ

Application 12.5Application 12.5

The Discount Appliance Store uses a continuous review system (Q system). One of the company’s items has the following characteristics:

Demand = 10 units/wk (assume 52 weeks per year)

Ordering and setup cost (S) = $45/order

Holding cost (H) = $12/unit/year

Lead time (L) = 3 weeks (constant)

Standard deviation in weekly demand = 8 units

Cycle-service level = 70%

12 – 42Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Cycle service level 70%

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Application 12.5Application 12.5

SOLUTION

What is the EOQ for this item?

D = 10/wk 52 wks/yr = 520 units

EOQ = =2DS

H= 62 units

2(520)(45)12

What is the desired safety stock?

12 – 43Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

σdLT = σd L = 8 3 = 14 units

Safety stock = zσdLT = 0.525(14) = 8 units

Application 12.5Application 12.5

What is the desired reorder point R?

R = Average demand during lead time + Safety stockR = Average demand during lead time + Safety stock

R =

What is the total annual cost?

3(10) + 8 = 38 units

($12) + ($45) + 8($12) $845 4262 520

C

12 – 44Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

($12) + ($45) + 8($12) = $845.422 62C =

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Application 12.5Application 12.5

Suppose that the current policy is Q = 80 and R = 150. What will be the changes in average cycle inventory and safety stock if your EOQ and R values are implemented?

Reducing Q from 80 to 62

Cycle inventory reduction = 40 – 31 = 9 units

Safety stock reduction = 120 – 8 = 112 units

Reducing R from 150 to 38

12 – 45Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Periodic Review System (Periodic Review System (PP))

Fixed interval reorder system or periodic reorder system

Four of the original EOQ assumptions maintained No constraints are placed on lot size

Holding and ordering costs

Independent demand

Lead times are certain

Order is placed to bring the inventory position up

12 – 46Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Order is placed to bring the inventory position up to the target inventory level, T, when the predetermined time, P, has elapsed

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Periodic Review System (Periodic Review System (PP))

T

Orderi d

Orderi d

Orderreceived

IP IPIPO

n-h

and

in

ven

tory

IP3

IP1

IP2

OrderplacedOrderplaced

Orderplaced

received received received

OH OHQ1

Q2

Q3

12 – 47Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

P PL L L

Protection interval

Time

Figure 12.10 – P System When Demand Is Uncertain

How Much to Order in a How Much to Order in a PP SystemSystem

EXAMPLE 12.6

A distribution center has a backorder for five 36-inch color TV sets. No inventory is currently on hand, and now is the time tosets. No inventory is currently on hand, and now is the time to review. How many should be reordered if T = 400 and no receipts are scheduled?

SOLUTION

IP = OH + SR – BO

= 0 + 0 – 5 = –5 sets

12 – 48Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

That is, 405 sets must be ordered to bring the inventory position up to T sets.

T – IP = 400 – (–5) = 405 sets

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Application 12.6Application 12.6

The on-hand inventory is 10 units, and T is 400. There are no back orders, but one scheduled receipt of 200 units. Now is the time to review. How much should be reordered?

SOLUTION

IP = OH + SR – BO

= 10 + 200 – 0 = 210

T – IP = 400 – 210 = 190

12 – 49Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

The decision is to order 190 units

Periodic Review SystemPeriodic Review System

Selecting the time between reviews, choosing P and T

Selecting T when demand is variable and lead time is constant IP covers demand over a protection interval of

P + L

The average demand during the protection interval is d(P + L) or

12 – 50Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

T = d(P + L) + safety stock for protection interval

interval is d(P + L), or

Safety stock = zσP + L , where σP + L = LPd

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Calculating Calculating PP and and TT

EXAMPLE 12.7

Again, let us return to the bird feeder example. Recall that demand for the bird feeder is normally distributed with a meandemand for the bird feeder is normally distributed with a mean of 18 units per week and a standard deviation in weekly demand of 5 units. The lead time is 2 weeks, and the business operates 52 weeks per year. The Q system developed in Example 12.4 called for an EOQ of 75 units and a safety stock of 9 units for a cycle-service level of 90 percent. What is the equivalent Psystem? Answers are to be rounded to the nearest integer.

12 – 51Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Calculating Calculating PP and and TT

SOLUTION

We first define D and then P. Here, P is the time between reviews, expressed in weeks because the data are expressed asreviews, expressed in weeks because the data are expressed as demand per week:

D = (18 units/week)(52 weeks/year) = 936 units

P = (52) =EOQ

D(52) = 4.2 or 4 weeks

75936

12 – 52Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

With d = 18 units per week, an alternative approach is to calculate P by dividing the EOQ by d to get 75/18 = 4.2 or 4 weeks. Either way, we would review the bird feeder inventory every 4 weeks.

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Calculating Calculating PP and and TT

We now find the standard deviation of demand over the protection interval (P + L) = 6:

it12 2565

Before calculating T, we also need a z value. For a 90 percent cycle-service level z = 1.28. The safety stock becomes

Safety stock = zσP + L = 1.28(12.25) = 15.68 or 16 units

We now solve for T:

units12.2565 LPdLP

12 – 53Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

= (18 units/week)(6 weeks) + 16 units = 124 units

T = Average demand during the protection interval + Safety stock

= d(P + L) + safety stock

Periodic Review SystemPeriodic Review System

Use simulation when both demand and lead time are variable

S it bl t i l bi t Suitable to single-bin systems

Total costs for the P system are the sum of the same three cost elements as in the Q system

Order quantity and safety stock are calculated differently

12 – 54Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

C = (H) + (S) + HzσP + L

dP2

DdP

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Application 12.7Application 12.7

Return to Discount Appliance Store (Application 12.4), but now use the P system for the item.

Previous informationPrevious information

Demand = 10 units/wk (assume 52 weeks per year) = 520

EOQ = 62 units (with reorder point system)

Lead time (L) = 3 weeks

Standard deviation in weekly demand = 8 units

z = 0.525 (for cycle-service level of 70%)

12 – 55Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Reorder interval P, if you make the average lot size using the Periodic Review System approximate the EOQ.

Application 12.7Application 12.7

SOLUTION

Reorder interval P, if you make the average lot size using the Periodic Review System approximate the EOQ.Periodic Review System approximate the EOQ.

P = (EOQ/D)(52) = (62/529)(52) = 6.2 or 6 weeks

Safety stock

Safety stock = LPd

units13 or 12.63680.525

12 – 56Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Target inventory

T = 10(6 + 3) + 13 = 103 units

T = d(P + L) + safety stock for protection interval

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Application 12.7Application 12.7

Total cost

C = (H) + (S) + HzσP + L

dP2

DdP

= ($12) + ($45) + (13)($12) = $906.0010(6)

2520

10(6)

12 – 57Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Comparative AdvantagesComparative Advantages

Primary advantages of P systemsConvenient

Orders can be combined

Only need to know IP when review is made

Primary advantages of Q systemsReview frequency may be individualized

Fixed lot sizes can result in quantity discounts

12 – 58Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Fixed lot sizes can result in quantity discounts

Lower safety stocks

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Optional replenishment systems Optimal review, min-max, or (s,S) system, like the P

system

Hybrid systemsHybrid systems

system

Reviews IP at fixed time intervals and places a variable-sized order to cover expected needs

Ensures that a reasonable large order is placed

Base-stock system Replenishment order is issued each time a withdrawal is

made

12 – 59Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

made

Order quantities vary to keep the inventory position at R

Minimizes cycle inventory, but increases ordering costs

Appropriate for expensive items

Solved Problem 1Solved Problem 1

Booker’s Book Bindery divides SKUs into three classes, according to their dollar usage. Calculate the usage values of the following SKUs and determine which is most likely to be

l ifi d l Aclassified as class A.

SKU Number Description Quantity Used per Year

Unit Value ($)

1 Boxes 500 3.00

2 Cardboard (square feet)

18,000 0.02

3 Cover stock 10,000 0.75

12 – 60Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

4 Glue (gallons) 75 40.00

5 Inside covers 20,000 0.05

6 Reinforcing tape (meters)

3,000 0.15

7 Signatures 150,000 0.45

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Solved Problem 1Solved Problem 1

SOLUTION

The annual dollar usage for each item is determined by multiplying the annual usage quantity by the value per unit. Asmultiplying the annual usage quantity by the value per unit. As shown in Figure 12.11, the SKUs are then sorted by annual dollar usage, in declining order. Finally, A–B and B–C class lines are drawn roughly, according to the guidelines presented in the text. Here, class A includes only one SKU (signatures), which represents only 1/7, or 14 percent, of the SKUs but accounts for 83 percent of annual dollar usage. Class B includes the next two SKUs, which taken together represent 28 percent of the SKUs and account for 13 percent of annual dollar

12 – 61Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

usage. The final four SKUs, class C, represent over half the number of SKUs but only 4 percent of total annual dollar usage.

Solved Problem 1Solved Problem 1

SKU Number Description

Quantity Used per

Y

Unit Value ($)

Annual Dollar Usage ($)Number Year ($) Usage ($)

1 Boxes 500 3.00 = 1,500

2 Cardboard (square feet)

18,000 0.02 = 360

3 Cover stock 10,000 0.75 = 7,500

4 Glue (gallons) 75 40.00 = 3,000

5 Inside covers 20,000 0.05 = 1,000

6 Reinforcing tape ( )

3,000 0.15 = 450

12 – 62Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

(meters)

7 Signatures 150,000 0.45 = 67,500

Total 81,310

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Solved Problem 1Solved Problem 1

llar

Va

lue

100 –

90 –

80 –

70 –

Class C

Class A

Class B

12 – 63Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Percentage of SKUs

Per

cen

tag

e o

f D

ol

60 –

50 –

40 –

30 –

20 –

10 –

0 –10 30 40 50 60 70 80 90 10020

Figure 12.11 – Annual Dollar Usage for Class A, B, and C SKUs Using Tutor 12.2

Solved Problem 2Solved Problem 2

Nelson’s Hardware Store stocks a 19.2 volt cordless drill that is a popular seller. Annual demand is 5,000 units, the ordering cost is $15, and the inventory holding cost is $4/unit/year.

a. What is the economic order quantity?

b. What is the total annual cost for this inventory item?

SOLUTION

a. The order quantity is

EOQ = =2DS

H2(5,000)($15)

$4

12 – 64Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

H $4

= 37,500 = 193.65 or 194 drills

b. The total annual cost is

C = (H) + (S) =Q

2DQ ($4) + ($15) = $774.60

1942

5,000194

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Solved Problem 3Solved Problem 3

A regional distributor purchases discontinued appliances from various suppliers and then sells them on demand to retailers in the region. The distributor operates 5 days per week, 52 weeks

O l h it i f b i d bper year. Only when it is open for business can orders be received. Management wants to reevaluate its current inventory policy, which calls for order quantities of 440 counter-top mixers. The following data are estimated for the mixer:

Average daily demand (d) = 100 mixers

Standard deviation of daily demand (σd) = 30 mixers

Lead time (L) = 3 days

12 – 65Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Holding cost (H) = $9.40/unit/year

Ordering cost (S) = $35/order

Cycle-service level = 92 percent

The distributor uses a continuous review (Q) system

Solved Problem 3Solved Problem 3

a. What order quantity Q, and reorder point, R, should be used?

b What is the total annual cost of the system?b. What is the total annual cost of the system?

c. If on-hand inventory is 40 units, one open order for 440 mixers is pending, and no backorders exist, should a new order be placed?

12 – 66Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

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Solved Problem 3Solved Problem 3

SOLUTION

a. Annual demand is

The order quantity is

D = (5 days/week)(52 weeks/year)(100 mixers/day)= 26,000 mixers/year

EOQ = =2DS

H2(26,000)($35)

$9.40

12 – 67Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

H $9.40

= 193,167 = 440.02 or 440 mixers

Solved Problem 3Solved Problem 3

The standard deviation of the demand during lead time distribution is

L 30 3 51 96

A 92 percent cycle-service level corresponds to z = 1.41

σdLT = σd L = 30 3 = 51.96

Safety stock = zσdLT = 1.41(51.96 mixers) = 73.26 or 73 mixers

100(3) = 300 mixersAverage demand during lead time = dL =

12 – 68Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Reorder point (R) = Average demand during lead time + Safety stock

= 300 mixers + 73 mixers = 373 mixers

With a continuous review system, Q = 440 and R = 373

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Solved Problem 3Solved Problem 3

b. The total annual cost for the Q systems is

C = (H) + (S) + (H)(Safety stock)Q

2DQC = (H) + (S) + (H)(Safety stock)2 Q

C = ($9.40) + ($35) + ($9.40)(73) = $4,822.384402

26,000440

c. Inventory position = On-hand inventory + Scheduled receipts – Backorders

12 – 69Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

IP = OH + SR – BO = 40 + 440 – 0 = 480 mixers

Because IP (480) exceeds R (373), do not place a new order

Solved Problem 4Solved Problem 4

Suppose that a periodic review (P) system is used at the distributor in Solved Problem 3, but otherwise the data are the same.

a. Calculate the P (in workdays, rounded to the nearest day) that gives approximately the same number of orders per year as the EOQ.

b. What is the target inventory level, T? Compare the P system to the Q system in Solved Problem 3.

c. What is the total annual cost of the P system?

d. It is time to review the item. On-hand inventory is 40 mixers;

12 – 70Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

d. It is time to review the item. On hand inventory is 40 mixers; receipt of 440 mixers is scheduled, and no backorders exist. How much should be reordered?

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Solved Problem 4Solved Problem 4

SOLUTION

a. The time between orders is

EOQ 440P = (260 days/year) =

EOQD

(260) = 4.4 or 4 days440

26,000

b. Figure 12.12 shows that T = 812 and safety stock = (1.41)(79.37) = 111.91 or about 112 mixers. The corresponding Q system for the counter-top mixer requires less safety stock.

12 – 71Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Figure 12.12 –OM Explorer Solver for Inventory Systems

Solved Problem 4Solved Problem 4

c. The total annual cost of the P system is

C = (H) + (S) + (H)(Safety stock)dP2

DdPC (H) (S) (H)(Safety stock)2 dP

C = ($9.40) + ($35) + ($9.40)(1.41)(79.37)100(4)

226,000100(4)

= $5,207.80

d. Inventory position is the amount on hand plus scheduled receipts minus backorders, or

IP OH + SR BO 40 + 440 0 480 i

12 – 72Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

IP = OH + SR – BO = 40 + 440 – 0 = 480 mixers

The order quantity is the target inventory level minus the inventory position, or

Q = T – IP =

An order for 332 mixers should be placed.

812 mixers – 480 mixers = 332 mixers

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Solved Problem 5Solved Problem 5

Grey Wolf Lodge is a popular 500-room hotel in the North Woods. Managers need to keep close tabs on all room service items, including a special pine-scented bar soap. The daily d d f th i 275 b ith t d d d i ti f 30demand for the soap is 275 bars, with a standard deviation of 30 bars. Ordering cost is $10 and the inventory holding cost is $0.30/bar/year. The lead time from the supplier is 5 days, with a standard deviation of 1 day. The lodge is open 365 days a year.

a. What is the economic order quantity for the bar of soap?

b. What should the reorder point be for the bar of soap if management wants to have a 99 percent cycle-service level?

Wh t i th t t l l t f th b f i

12 – 73Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

c. What is the total annual cost for the bar of soap, assuming a Q system will be used?

Solved Problem 5Solved Problem 5

SOLUTION

a. We have D = (275)(365) = 100,375 bars of soap; S = $10; and H = $0.30. The EOQ for the bar of soap isH $0.30. The EOQ for the bar of soap is

EOQ = =2DS

H2(100,375)($10)

$0.30

= 6,691,666.7 = 2,586.83 or 2,587 bars

12 – 74Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

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Solved Problem 5Solved Problem 5

b. We have d = 275 bars/day, σd = 30 bars, L = 5 days, and σLT = 1 day.

σdLT = Lσd2 + d2σLT

2 = (5)(30)2 + (275)2(1)2 = 283.06 bars

Consult the body of the Normal Distribution appendix for 0.9900. The closest value is 0.9901, which corresponds to a z value of 2.33. We calculate the safety stock and reorder point as follows:

12 – 75Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Safety stock = zσdLT = (2.33)(283.06) = 659.53 or 660 bars

Reorder point = dL + Safety stock = (275)(5) + 660 = 2,035 bars

Solved Problem 5Solved Problem 5

c. The total annual cost for the Q system is

Q DC = (H) + (S) + (H)(Safety stock)

Q

2DQ

C = ($0.30) + ($10) + ($0.30)(660) = $974.052,587

2100,375

2,587

12 – 76Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

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Solved Problem 6Solved Problem 6

Zeke’s Hardware Store sells furnace filters. The cost to place an order to the distributor is $25 and the annual cost to hold a filter in stock is $2. The average demand per week for the filters is 32

it d th t t 50 k Th klunits, and the store operates 50 weeks per year. The weekly demand for filters has the probability distribution shown on the left below.

The delivery lead time from the distributor is uncertain and has the probability distribution shown on the right below.

Suppose Zeke wants to use a P system with P = 6 weeks and a cycle-service level of 90 percent. What is the appropriate value for T and the associated annual cost of the system?

12 – 77Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

for T and the associated annual cost of the system?

Solved Problem 6Solved Problem 6

Demand Probability

24 0.15

28 0.20

32 0.30

36 0.20

40 0.15

Lead Time (wks) Probability

1 0.05

2 0.25

3 0.40

4 0.25

5 0.05

12 – 78Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

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Solved Problem 6Solved Problem 6

SOLUTION

Figure 12.13 contains output from the Demand During the Protection Interval Simulator from OM Explorer.Protection Interval Simulator from OM Explorer.

12 – 79Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Figure 12.13 – OM Explorer Solver for Demand during the Protection Interval

Solved Problem 6Solved Problem 6

Given the desired cycle-service level of 90 percent, the appropriate T value is 322 units. The simulation estimated the average demand during the protection interval to be 289 units,

tl th f t t k i 322 289 33 itconsequently the safety stock is 322 – 289 = 33 units.

The annual cost of this P system is

C = ($2) + ($25) + (33)($2)6(32)

250(32)6(32)

= $192.00 + $208.33 + $66.00 = $466.33

12 – 80Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

$192.00 $208.33 $66.00 $466.33

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Solved Problem 7Solved Problem 7

Consider Zeke’s inventory in Solved Problem 6. Suppose that he wants to use a continuous review (Q) system for the filters, with an order quantity of 200 and a reorder point of 140. Initial i t i 170 it If th t k t t i $5 it d llinventory is 170 units. If the stockout cost is $5 per unit, and all of the other data in Solved Problem 6 are the same, what is the expected cost per week of using the Q system?

SOLUTION

Figure 12.14 shows output from the Q System Simulator in OM Explorer. Only weeks 1 through 13 and weeks 41 through 50 are shown in the figure The average total cost per week is

12 – 81Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

are shown in the figure. The average total cost per week is $305.62. Notice that no stockouts occurred in this simulation. These results are dependent on Zeke’s choices for the reorder point and lot size. It is possible that stockouts would occur if the simulation were run for more than 50 weeks.

Solved Problem 7Solved Problem 7

12 – 82Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.

Figure 12.14 – OM Explorer Q System Simulator

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12 – 83Copyright © 2010 Pearson Education, Inc. Publishing as Prentice Hall.