capacity planning - iesliesl.yolasite.com/resources/management -2.pdf · 2013-12-06 · time...
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Capacity Planning
1
Capacity
• Capacity is the upper limit or ceiling on the load that an operating unit can handle.
• The basic questions in capacity handling are:• What kind of capacity is needed?
• How much is needed?
• When is it needed?
2
Measure of capacity
• Output rate• Units of outputs produced
• Aggregate output rate• This can be used when there is multiple products as output
• Input availability• Capacity relate to availability of inputs e.g machine hours per day
3
Time horizon of capacity planning
• Long term• Planning duration more than one year. This relates to overall level of capacity
• E.g. Building, equipment or facilities
• Intermediate term• Relates to requirements created by seasonal or random changes in demand
• Short term
• Daily or weekly scheduling process
4
Importance of Capacity Decisions
• Affects operating costs
• Major determinant of initial costs
• Involves long-term commitment
• Affects competitiveness
• Affects ease of management
5
Various Capacities
• Design capacity• Maximum obtainable output
• Effective capacity, expected variations
• Maximum capacity subject to planned and expected variations such as maintenance, coffee breaks, scheduling conflicts.
• Actual output, unexpected variations and demand
• Rate of output actually achieved--cannot exceed effective capacity. It is subject to random disruptions: machine break down, absenteeism, material shortages and most importantly the demand.
6
Efficiency and Utilization
7
Actual outputEfficiency =
Effective capacity
Actual outputUtilization =
Design capacity
Efficiency/Utilization Examplefor a Trucking Company
Design capacity = 50 trucks/day available
Effective capacity = 40 trucks/day, because 20% of truck capacity goes through planned maintenance
Actual output = 36 trucks/day, 3 trucks delayed at maintenance, 1 had a flat tire
8
%72/ 50
/ 36
%90/ 40
/ 36
dayunits
dayunits
CapacityDesign
OutputActualnUtilizatio
dayunits
dayunits
CapacityEffective
OutputActualEfficiency
Determinants of Effective Capacity/Output
• Facilities, layout
• Products or services, product mixes/setups
• Processes, quality
• Human considerations, motivation
• Operations, scheduling and synchronization problems
• Supply Chain factors, material shortages
• External forces, regulations
9
Some Possible Growth/Decline Patterns
10
Vo
lum
e
Vo
lum
e
Vo
lum
e
Vo
lum
e
0 0
0 0
Time Time
Time Time
Growth Decline
Cyclical Stable
1. Calculate current capacity
2. Forecast long future capacity needs
3. Identify sources of capacity• Identify alternative ways of increasing capacity e.g Technology,
subcontracting, decentralized plants
4. Select among those alternatives• Evaluate with economic factors such as cost, revenue, risk and strategic
factors such as competition quality etc.
11
Steps in Strategic capacity planning
Considerations in capacity planning
• Best operating level
• Economies and diseconomies of scale
• Capacity flexibility
• Miaintaining system balance
• Frequency of capacity expansion
• Product life cycle
12
Best operating level
• Output level at which average cost of unit is minimum
Minimum
cost
Ave
rag
e c
os
t p
er
un
it
0 Rate of output13
Economies and diseconomies of scale
Best operating level
Ave
rag
e c
os
t p
er
un
it
0 Operating capacity
Economies of scale
Diseconomies of scale
14
15
Minimum cost & optimal operating rate are
functions of size of production unit.
Ave
rag
e c
os
t p
er
un
it
0
Smallplant Medium
plant Large
plant
Output rate
Capacity flexibility
• Ability of production system to rapidly increase or decrease production level
• Flexible plants
• Movable equipment
• Multi-skill workers
16
Maintaining system balance
Stage 1(10 units/hr)
Stage 1(10 units/hr)
Stage 2(5 units/hr)
Stage 3(10 units/hr)
Stage 2(10 units/hr)
Stage 3(10 units/hr)
Balanced capacityOutput =10units/hr
Unbalanced capacityOutput =5 units/hr
17
Frequency of capacity expansion• Best size of capacity increase and the time of increment
Demand DemandUnitsUnits
Output Output
CapacityCapacity
18
DemandUnits
Output
Capacity
DemandUnits
Output
Capacity
• Capacity lead strategy • Capacity lag strategy
19
Product life cycle
• Mature products or services –easy to predicts
• Products with short life span-need a alternative use for additional capacity after the product discontinued
20
Example-determine capacity requirement• ABC is going tointroduce two new product lines. i.e plastic container
and plastic bags. ABC wants to estimate the capacity requirement for next five years
• Machine 1 can produces-60,000 plastic containers per year
• Machine 2 can produces-40,000 plastic containers per year
• Company wish to keep a capacity cushion of 20%
Forecast demand (in thousand)
Year1 2 3 4 5
plastic container 50 90 160 230 260
plastic bag 30 70 110 150 165
21
Cost-Volume Relationships
22
Am
ou
nt
($)
0Q (volume in units)
Fixed cost (FC)
Cost-Volume Relationships
23
Am
ou
nt
($)
Q (volume in units)0
Cost-Volume Relationships: Break-even analysis
24
Am
ou
nt
($)
Q (volume in units)0 BEP units
FCvRQP )(cost) Fixed()Margin Toon Contributi)(Quantity(
Break-Even Problem with Multiple Fixed Costs
25
Quantity
1 machine
2 machines
3 machines
Break-Even Problem with Step Fixed Costs
26
Quantity
Step fixed costs and variable costs.
Break even
points.
TR
No break
even points
in this range
Decision Theory
27
Decision Theory represents a general
approach to decision making which is
suitable for a wide range of operations
management decisions, including:
capacity
planning
product and
service design
equipment
selection
location
planning
Decision Theory Elements
• A set of possible future conditions (call them scenarios) exists that will have a bearing on the results of the decision
• Uncertain scenarios
• A list of alternatives for the manager to choose from
• A known payoff for each alternative under each possible future condition
28
Decision tree analysis
Comparison of alternatives under different risk and uncertainty
Example
A factory experiencing a backlog and management considering of three alternatives1. Subcontracting2. Construct new facility3. Do nothing
Correct choice depend largely of demand. Estimate for profit under different demand levels given below
DemandLOW MEDIUM HIGH
A 10 50 90B -120 25 200C 20 40 60Probability 0.1 0.5 0.4 29
A
B
C
High demand(.4) Rs90
30
Facility Location
31
Facility location is geographical positioning of plant or services relative to resources, other operations and customers
32
• The need to produce close to the customer due totime-based competition, trade agreements, andshipping costs.
• The need to locate near the appropriate labour poolto take advantage of low wage costs and/or hightechnical skills.
Competitive Needs Impacting Location
33
Types of Facilities
• Heavy-manufacturing facilities
• large, require a lot of space, and are expensive
• Light-industry facilities
• smaller, cleaner plants and usually less costly
• Retail and service facilities
• smallest and least costly
34
• Proximity to Customers
• Convenience to customers
• Business Climate
• Total Costs
• Infrastructure
• Quality of Labour
• Suppliers
• Other Facilities
Issues in Facility Location
35
• Free Trade Zones
• Political Risk
• Government Barriers
• Trading Blocs
• Environmental Regulation
• Host Community
• Competitive Advantage
Issues in Facility Location (cont’d)
36
• Location of raw materials
• Location of markets
• Labor factors
• Climate and taxes
Regional Factors
37
• Quality of life
• Services
• Attitudes
• Taxes
• Environmental regulations
• Utilities
• Developer support
Community Considerations
38
• Land
• Transportation
• Environmental
• Legal
Site Related Factors
39
Location analysis techniques
Two refineries sites (A and B) are assigned the following range of point
values and respective points, where the more points the better for the
site location.
123
150
54
24
45
4
8
5
5
Fuels in region 0 to 330
Power availability and reliability 0 to 200
Labor climate 0 to 100
Living conditions 0 to 100
Transportation 0 to 50
Water supply 0 to 10
Climate 0 to 50
Supplies 0 to 60
Tax policies and laws 0 to 20
Major factors for site location Pt. Range
156
100
63
96
50
5
4
50
20
Sites
A B
Total pts. 418 544 Best Site is B
1. Location rating factor method
40
Factor Rating Method: Example 2
Labor pool and climate
Proximity to suppliers
Wage rates
Community environment
Proximity to customers
Shipping modes
Air service
LOCATION FACTOR
.30
.20
.15
.15
.10
.05
.05
WEIGHT
80
100
60
75
65
85
50
Site 1
65
91
95
80
90
92
65
Site 2
90
75
72
80
95
65
90
Site 3
SCORES (0 TO 100)
41
• The Centre of Gravity Method is used for locatingsingle facilities that considers existing facilities, thedistances between them, and the volumes of goodsto be shipped between them.
• This methodology involves formulas used to computethe coordinates of the two-dimensional point thatmeets the distance and volume criteria stated above.
Centre of Gravity Method
42
Centre of Gravity Method
C = d V
V x
ix i
i
Where:Cx = X coordinate of centre of gravityCy = X coordinate of centre of gravitydix = X coordinate of the ith locationdiy = Y coordinate of the ith locationVi = volume of goods moved to or from ith location
C = d V
Vy
iy i
i
43
◦ Several automobile showrooms are located according to the following grid which represents coordinate locations for each showroom
Centre of Gravity Method Example
Question: What is the best location for a new Z-Mobile
warehouse/temporary storage facility considering only distances
and quantities sold per month?
S howroom No of Z-Mobile s
s o ld pe r month
A 1250
D 1900
Q 2300X
Y
A(100,200)
D(250,580)
Q(790,900)
(0,0)
44
Determining the Coordinates of the New Facility
C = 100(1250) + 250(1900) + 790(2300)
1250 + 1900 + 2300 =
2,417,000
5,450 = x 443.49
C = 200(1250) + 580(1900) + 900(2300)
1250 + 1900 + 2300 =
3,422,000
5,450 = y 627.89
X
Y
A(100,200)
D(250,580)
Q(790,900)
(0,0)
Z
New location of
facility Z about
(443,627)
45
Center of Gravity Method - Example
The firm’s store locations are in Chicago, Pittsburgh, New York, and Atlanta; they are currently being supplied out of an old and inadequate warehouse in Pittsburgh, the site of the chain’s first store.
Store Location Number of containers shipped pre month
Chicago 2000
Pittsburgh 1000
New York 1000
Atlanta 2000
46
Center of Gravity Method - Example
30
60
90
120
30 60 90 120 150
Chicago (30,120)New York (130,130)
Pittsburgh (90,110)
Atlanta (60,40)
Center of gravity (66.7, 93.3)
47
Materials Requirements Planning
48
Material Requirements PlanningDefined
• Materials requirements planning (MRP) is a meansfor determining the number of parts, components,and materials needed to produce a product.
• MRP provides time scheduling information specifyingwhen each of the materials, parts, and componentsshould be ordered or produced.
• Dependent demand drives MRP.
• MRP is a software system.
49
Objective of MRP
• Reduce inventory cost
• Improve plant operating efficiency
• Improve customer service
50
Advantages of an MRP System
• Ability to price more competitively
• Reduced sales price
• Reduced inventory
• Better customer service
• Better response to market demands
• Ability to change the master schedule
• Reduced setup and tear down costs
• Reduced idle time
51
Firm orders
from known
customers
Forecasts
of demand
from random
customers
Aggregate
product
plan
Bill of
material
file
Engineering
design
changes
Inventory
record file
Inventory
transactions
Master production
Schedule (MPS)
Primary reports
Secondary reports
Planned order schedule for
inventory and production
control
Exception reports
Planning reports
Reports for performance
control
Material
planning
(MRP
computer
program)
52
Bill of Materials
Seat cushion
Seat-frame
boards
Front
legs
A
Ladder-back
chair
Back
legs
Leg supports
Back slats
53
Back slats Seat cushion
Seat-frame
boards
Leg supports
Front
legs
Back
legs A
Ladder-back
chairJ (4)
Seat-frame
boards
C (1)
Seat
subassembly
D (2)
Front
legs
B (1)
Ladder-back
subassembly
E (4)
Leg
supports
A
Ladder-back
chair
I (1)
Seat
cushion
H (1)
Seat
frame
G (4)
Back
slats
F (2)
Back
legs
Bill of Materials
54
Bill of Materials (BOM) FileA Complete Product Description
• Materials
• Parts
• Components
• Production sequence
• Modular BOM • Subassemblies
• Super BOM• Fractional options
55
Primary MRP Reports
Planned orders to be released at a future timeOrder release notices to execute the planned
ordersChanges in due dates of open orders due to
rescheduling Cancellations or suspensions of open orders
due to cancellation or suspension of orders on the master production schedule
Inventory status data
56
Secondary MRP Reports
Planning reports, for example, forecasting inventory requirements over a period of time.
Performance reports used to determine agreement between actual and programmed usage and costs.
Exception reports used to point out serious discrepancies, such as late or overdue orders.
57
MRP Example
A(2) B(1)
D(5)C(2)
X
C(3)
Item On-Hand Lead Time (Weeks)
X 50 2
A 75 3
B 25 1
C 10 2
D 20 2
Requirements include 95 units of X in week 10
BOM
Inventory Record
MPS
58
X
Day: 1 2 3 4 5 6 7 8 9 10
X Gross requirements 95
LT=2 Scheduled receipts
Proj. avail. balance 50 50 50 50 50 50 50 50 50 50
On- Net requirements 45
hand Planned order receipt 45
50 Planner order release 45
A Gross requirements 90
LT=3 Scheduled receipts
Proj. avail. balance 75 75 75 75 75 75 75 75
On- Net requirements 15
hand Planned order receipt 15
75 Planner order release 15
B Gross requirements 45
LT=1 Scheduled receipts
Proj. avail. balance 25 25 25 25 25 25 25 25
On- Net requirements 20
hand Planned order receipt 20
25 Planner order release 20
C Gross requirements 45 40
LT=2 Scheduled receipts
Proj. avail. balance 10 10 10 10 10
On- Net requirements 35 40
hand Planned order receipt 35 40
10 Planner order release 35 40
D Gross requirements 100
LT=2 Scheduled receipts
Proj. avail. balance 20 20 20 20 20 20 20
On- Net requirements 80
hand Planned order receipt 80
20 Planner order release 80
59
A(2)
X
Day: 1 2 3 4 5 6 7 8 9 10
X Gross requirements 95
LT=2 Scheduled receipts
Proj. avail. balance 50 50 50 50 50 50 50 50 50 50
On- Net requirements 45
hand Planned order receipt 45
50 Planner order release 45
A Gross requirements 90
LT=3 Scheduled receipts
Proj. avail. balance 75 75 75 75 75 75 75 75
On- Net requirements 15
hand Planned order receipt 15
75 Planner order release 15
B Gross requirements 45
LT=1 Scheduled receipts
Proj. avail. balance 25 25 25 25 25 25 25 25
On- Net requirements 20
hand Planned order receipt 20
25 Planner order release 20
C Gross requirements 45 40
LT=2 Scheduled receipts
Proj. avail. balance 10 10 10 10 10
On- Net requirements 35 40
hand Planned order receipt 35 40
10 Planner order release 35 40
D Gross requirements 100
LT=2 Scheduled receipts
Proj. avail. balance 20 20 20 20 20 20 20
On- Net requirements 80
hand Planned order receipt 80
20 Planner order release 80
It takes
2 A’s for
each X
60
Day: 1 2 3 4 5 6 7 8 9 10
X Gross requirements 95
LT=2 Scheduled receipts
Proj. avail. balance 50 50 50 50 50 50 50 50 50 50
On- Net requirements 45
hand Planned order receipt 45
50 Planner order release 45
A Gross requirements 90
LT=3 Scheduled receipts
Proj. avail. balance 75 75 75 75 75 75 75 75
On- Net requirements 15
hand Planned order receipt 15
75 Planner order release 15
B Gross requirements 45
LT=1 Scheduled receipts
Proj. avail. balance 25 25 25 25 25 25 25 25
On- Net requirements 20
hand Planned order receipt 20
25 Planner order release 20
C Gross requirements 45 40
LT=2 Scheduled receipts
Proj. avail. balance 10 10 10 10 10
On- Net requirements 35 40
hand Planned order receipt 35 40
10 Planner order release 35 40
D Gross requirements 100
LT=2 Scheduled receipts
Proj. avail. balance 20 20 20 20 20 20 20
On- Net requirements 80
hand Planned order receipt 80
20 Planner order release 80
B(1)A(2)
X
It takes
1 B for
each X
61
A(2) B(1)
X
C(3)
Day: 1 2 3 4 5 6 7 8 9 10
X Gross requirements 95
LT=2 Scheduled receipts
Proj. avail. balance 50 50 50 50 50 50 50 50 50 50
On- Net requirements 45
hand Planned order receipt 45
50 Planner order release 45
A Gross requirements 90
LT=3 Scheduled receipts
Proj. avail. balance 75 75 75 75 75 75 75 75
On- Net requirements 15
hand Planned order receipt 15
75 Planner order release 15
B Gross requirements 45
LT=1 Scheduled receipts
Proj. avail. balance 25 25 25 25 25 25 25 25
On- Net requirements 20
hand Planned order receipt 20
25 Planner order release 20
C Gross requirements 45 40
LT=2 Scheduled receipts
Proj. avail. balance 10 10 10 10 10
On- Net requirements 35 40
hand Planned order receipt 35 40
10 Planner order release 35 40
D Gross requirements 100
LT=2 Scheduled receipts
Proj. avail. balance 20 20 20 20 20 20 20
On- Net requirements 80
hand Planned order receipt 80
20 Planner order release 80
It takes 3
C’s for
each A
C(2)
It takes 2
C’s for
each B62
A(2) B(1)
D(5)C(2)
X
C(3)
Day: 1 2 3 4 5 6 7 8 9 10
X Gross requirements 95
LT=2 Scheduled receipts
Proj. avail. balance 50 50 50 50 50 50 50 50 50 50
On- Net requirements 45
hand Planned order receipt 45
50 Planner order release 45
A Gross requirements 90
LT=3 Scheduled receipts
Proj. avail. balance 75 75 75 75 75 75 75 75
On- Net requirements 15
hand Planned order receipt 15
75 Planner order release 15
B Gross requirements 45
LT=1 Scheduled receipts
Proj. avail. balance 25 25 25 25 25 25 25 25
On- Net requirements 20
hand Planned order receipt 20
25 Planner order release 20
C Gross requirements 45 40
LT=2 Scheduled receipts
Proj. avail. balance 10 10 10 10 10
On- Net requirements 35 40
hand Planned order receipt 35 40
10 Planner order release 35 40
D Gross requirements 100
LT=2 Scheduled receipts
Proj. avail. balance 20 20 20 20 20 20 20
On- Net requirements 80
hand Planned order receipt 80
20 Planner order release 80
63
Relaxing MRP Assumptions
• Material is not always the most constraining resource
• Lead times can vary
• Not every transaction needs to be recorded
• Shop floor may require a more sophisticated scheduling system
• Scheduling in advance may not be appropriate for on-demand production.
64
Enterprise Resource Planning (ERP)
Software that organizes and manages a company’s business processes by
sharing information across functional areas
integrating business processes
facilitating customer interaction
providing benefit to global companies
65
ERP Modules
BA 320
67
• Lot Sizing Methods
– Lot-for-Lot (L4L)
– EOQ
MATERIAL REQUIREMENTS PLANNING: LOT SIZING
68
Lot-Sizing
• Some methods:
• Lot-for-Lot (L4L): • Order as much as it is needed.
• L4Lminimizes inventory holding cost, but maximizes ordering cost.
• EOQ: • Every time it is required to place an order, lot size equals EOQ.
• EOQ method may choose an order size that covers partial demand of a period. For example, suppose that EOQ is 15 units. If the demand is 12 units in period 1 and 10 units in period 2, then a lot size of 15 units covers all of period 1 and only (15-12)=3 units of period 2. So, one does not save the ordering cost of period 2, but carries some 3 units in
69
Example 2: The MRP gross requirements for Item A are
shown here for the next 10 weeks. Lead time for A is three
weeks and setup cost is $10. There is a carrying cost of
$0.01 per unit per week. Beginning inventory is 90 units.
Week Gross requirements Week Gross requirements
1 30 6 80
2 50 7 20
3 10 8 60
4 20 9 200
5 70 10 50
Determine the lot sizes.
Lot-Sizing
70
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: Lot-for-Lot
Use the above table to compute ending inventory of various periods.
71
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: Lot-for-Lot
20
Week 4 net requirement = 20 > 0. So, an order is required.
72
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: Lot-for-Lot
20
20
20
A delivery of 20 units is planned for the 4th period..
73
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: Lot-for-Lot
0
70
20
20
0
20
The net requirement of the 5th period is 70 periods.
Exercise
74
Lot-Sizing: EOQ
• First, compute EOQ
– Annual demand is not given. Annual demand is estimated from the known demand of 10 weeks.
– Compute annual holding cost per unit
units/year
502006020807020105030
r weeks/yea weeks10 over demand Total
demand, annual Estimated
068,3
5210
590
5210
5210
/year$0.52/unit/unit/week 01.0$h
75
Lot-Sizing: EOQ
• First, compute EOQ
• Therefore, whenever it will be necessary to place an order, the order size will be 344 units. This will now be shown in more detail.
units EOQ
/unit/year$
/order
units/year
34451.34352.0
068,31022
52.0
10$
068,3
h
K
h
K
76
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: EOQ
Use the above table to compute ending inventory of various periods.
77
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: EOQ
20
Week 4 net requirement = 20 > 0. So, an order is required.
78
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: EOQ
20
344
344
Order size = EOQ = 344, whenever it is required to place an order.
79
Period 1 2 3 4 5 6 7 8 9 10
Gross
Requirements
30 50 10 20 70 80 20 60 200 50
Beginning
Inventory
90 60 10 0
NetRequirements
0 0 0 20
Time-phased Net
Requirements
Planned order
Release
Planned
Deliveries
EndingInventory
60 10 0
Lot-Sizing: EOQ
20
344
324
344
324
Week 5 b. inv=344-20=324>70= gross req. So, no order is required.
Exercise
ReferenceOperation management concept and application-Prof.chandana perera
80