Operational Excellence
Copyright © 2016 John Wiley & Sons, Inc.
Chapter 9 - Capacity Planning & Facility Location
Operations Management
6th Edition
R. Dan Reid & Nada R. Sanders
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Learning Objectives
- Define capacity planning.
- Explain the steps involved in capacity planning and location analysis.
- Explain the usefulness of decision trees in decision making.
- Identify key factors in location analysis.
- Describe the decision-support tools used in location analysis.
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Capacity Planning
- Capacity is the maximum output rate of a facility
- Capacity planning is the process of establishing the output rate that can be achieved at a facility:
- Capacity is usually purchased in “chunks”
- Strategic issues: how much and when to spend capital for additional facility & equipment
- Tactical issues: workforce & inventory levels, & day-to-day use of equipment
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Measuring Capacity
- There is no one best way to measure capacity
- Output measures like kegs per day are easier to understand
- With multiple products, input measures work better
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Measuring Capacity
- Two types of information needed:
Amount of available capacity
Understand how much capacity the facility has
Effectiveness of capacity use
How effectively we are using the available capacity
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Copyright © 2016 John Wiley & Sons, Inc.
Measuring Available Capacity
- Design capacity:
- Maximum output rate under ideal conditions
- A bakery can make 30 custom cakes per day when pushed at holiday time
- Effective capacity:
- Maximum output rate under normal (realistic) conditions; usually lower than design capacity
- On the average this bakery can make 20 custom cakes per day
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Measuring Effectiveness of Capacity Use
- Capacity Utilization:
Measures how much of the available capacity (%) is actually being used.
- Measures effectiveness
- Use either effective or design capacity in denominator
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Copyright © 2016 John Wiley & Sons, Inc.
Example of Computing Capacity Utilization: A bakery’s design capacity is 30 custom cakes per day. Currently the bakery is producing 28 cakes per day. What is the bakery’s capacity utilization relative to both design and effective capacity?
- The current utilization is only slightly below its design capacity and considerably above its effective capacity
- The bakery can only operate at this level for a short period of time
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Capacity Considerations
- The Best Operating Level is the output that results in the lowest average unit cost
- Economies of Scale:
- Where the cost per unit of output drops as volume of output increases
- Spread the fixed costs of buildings & equipment over multiple units, allow bulk purchasing & handling of material
- Diseconomies of Scale:
- Where the cost per unit rises as volume increases
- Often caused by congestion (overwhelming the process with too much work-in-process) and scheduling complexity
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Best Operating Level and Size
- When expanding capacity, there are two alternatives:
Purchase one large facility, requiring one large initial investment
Add capacity incrementally in smaller chunks as needed
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Other Capacity Considerations
- Focused factories:
- Small, specialized facilities with limited objectives e.g. The Limited (Limited Too)
- Plant within a plant (PWP):
- Segmenting larger operations into smaller operating units with focused objectives
- Subcontractor networks:
- Outsource non-core items to free up capacity for what you do well; fast growing trend today
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Making Capacity Planning Decisions
The three-step procedure for making capacity planning decisions is as follows:
Identify Capacity Requirements
Develop Capacity Alternatives
Evaluate Capacity Alternatives
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
1. Identifying Capacity Requirements
- Forecasting Capacity:
- Long-term capacity requirements based on future demand
- Identifying future demand based on forecasting
- Forecasting, at this level, relies on qualitative forecast models (Executive opinion & Delphi method)
- Forecast and capacity decision includes strategic implications
- Capacity cushions
- Plan for added capacity to provide flexibility
- Strategic Implications
- How much capacity a competitor might have
- Potential for overcapacity in industry a possible hazard
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
2. Developing Capacity Alternatives
- Capacity alternatives include:
Do nothing
Expand large now (may included capacity cushion)
Expand small now with option to add later
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
3. Evaluating Capacity Alternatives
- Use decision support aids to evaluate decisions
- Decision tree most popular
- Managers need to use many different inputs and judgment
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Decision Trees
Diagramming technique
- Decision points – points in time when decisions are made, squares called nodes
- Decision alternatives – branches or arrows leaving a decision point (nodes)
- Chance events – events that could affect a decision, branches or arrows leaving circular chance nodes
- Outcomes – each possible alternative listed
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Decision Tree Diagrams
Decision trees developed by
- Drawing from left to right
- Use squares to indicate decision points
- Use circles to indicate chance events
- Write the probability of each chance by the chance (sum of associated chances = 100%)
- Write each alternative outcome in the right margin
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Copyright © 2016 John Wiley & Sons, Inc.
Example Using Decision Trees: A restaurant owner has determined that she needs to expand her facility. Alternatives are to expand large now and risk smaller demand, or expand on a smaller scale now, knowing that she might need to expand again in three years. Which alternative would be most attractive?
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Evaluating the Decision Tree
- Utilizes Expected Value (EV) analysis
- EV is a weighted average of chance events
- Probability of occurrence * chance event outcome
- Refer to previous slide
- At decision point 2, choose to expand to maximize profits ($200,000 > $150,000)
- Calculate EV of small expansion:
- EVsmall = 0.30($80,000) + 0.70($200,000) = $164,000
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Evaluating the Decision Tree - cont'd
- Calculate EV of large expansion:
- EVlarge = 0.30($50,000) + 0.70($300,000) = $225,000
- At decision point 1, compare alternatives & choose the large expansion to maximize the expected profit:
- $225,000 > $164,000
- Choose large expansion despite the fact that there is a 30% chance it’s the worst decision:
Take the calculated risk!
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Location Analysis
- Three most important factors in real estate: Location, Location, Location
- Facility location is the process of identifying the best geographic location for a service or production facility
- Long term commitment
- Sizable financial investment and impact
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Factors Affecting Location Decisions
- Proximity to source of supply:
- Reduce transportation costs of perishable or bulky raw materials
- Proximity to customers:
- High population areas, close to JIT partners
- Proximity to labor:
- Local wage rates, attitude toward unions, availability of special skills (Silicon Valley)
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
More Location Factors
- Community considerations:
- Local community’s attitude toward the facility (prisons, utility plants, etc.)
- Site considerations:
- Local zoning & taxes, access to utilities, etc.
- Quality-of-life issues:
- Climate, cultural attractions, commuting time, etc.
- Other considerations:
- Options for future expansion, local competition, transportation access and congestion, etc.
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Globalization – Should Firm Go Global?
Globalization is the process of locating facilities around the world
- Potential advantages:
- Inside track to foreign markets, avoid trade barriers, gain access to cheaper labor; closer to suppliers - manufacturers
- Potential disadvantages:
- Political risks may increase, loss of control of proprietary technology, local infrastructure (roads & utilities) may be inadequate, high inflation
- Other issues to consider:
- Language barriers, different laws & regulations, different business cultures
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Making Location Decisions
- Analysis should follow 3 step process:
Identify dominant location factors
Develop location alternatives
Evaluate locations alternatives
- Procedures/tools for evaluating location alternatives include
- Factor rating method
- Load-distance model
- Center of gravity approach
- Break-even analysis
- Transportation method
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Factor Rating (with example)
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A procedure to evaluate multiple alternative locations
based on a number of selected factors.
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A Load-Distance Model Example: Matrix Manufacturing is considering where to locate its warehouse to service its four Ohio stores located in Cleveland, Cincinnati, Columbus, Dayton. Two sites are being considered; Mansfield and Springfield, Ohio.
Use the load-distance model to make the decision.
- Calculate the rectilinear distance:
- Multiply by the number of loads between each site and four cities
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A procedure for evaluating location alternatives based on distance.
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Copyright © 2016 John Wiley & Sons, Inc.
Calculating Load-Distance Score: Springfield vs. Mansfield
The load-distance score for Mansfield is higher than for Springfield. The warehouse should be located in Springfield.
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The Center of Gravity Approach
Requires the analyst to find the center of gravity of the geographic area being considered for an alternative site.
- Computing the Center of Gravity for Matrix Manufacturing
- Is there another possible warehouse location closer to the C.G. that should be considered?? Why?
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Break-Even Analysis
Technique used to compute the amount of goods required to be sold to just cover costs
- Break-even analysis includes fixed and variable costs
- Break-even analysis can be used for location analysis especially when the costs of each location are known
Step 1: For each location, determine the fixed and
variable costs
Step 2: Plot the total costs for each location on one graph
Step 3: Identify ranges of output for which each location
has the lowest total cost
Step 4: Solve algebraically for the break-even points
over the identified ranges
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Break-Even Analysis – cont’d
- Remember, the break even equations used for calculating total cost of each location and for calculating the breakeven quantity Q.
Total cost = F + cQ
Total revenue = pQ
Break-even is where Total Revenue = Total Cost
Q = F/(p-c)
Q = break-even quantity
p = price/unit
c = variable cost/unit
F = fixed cost
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Copyright © 2016 John Wiley & Sons, Inc.
Example using Break-even Analysis: Clean-Clothes Cleaners is considering four possible sites for its new operation. They expect to clean 10,000 garments. The table and graph below are used for the analysis.
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From the graph you can see that the two lowest cost intersections occur between C & B (4667 units) and B & A (9000 units)
The best alternative up to 4667 units is C, between 4667 and 9000 units the best is B, and above 9000 units the best site is A
Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
The Transportation Method
- Can be used to solve specific location problems
- Could be used to evaluate the cost impact of adding potential location sites to the network of existing facilities
- Could also be used to evaluate adding multiple new sites or completely redesigning the network
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Capacity Planning & Facility Location within OM
- Decisions about capacity and location are highly dependent on forecasts of demand (Ch 8)
- Capacity is also affected by operations strategy (Ch 2), as size of capacity is a key element of organizational structure
- Other operations decisions that are affected by capacity and location are issues of job design and labor skills (Ch 11), choice on the mix of labor and technology, as well as choices on technology and automation (Ch 3)
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Capacity Planning & Facility Location Across the Organization
- Capacity planning and location analysis affect OM and are important to many others
- Finance provides input to finalize capacity decisions
- Marketing impacted by the organizational capacity and location to customers
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Chapter 9 Highlights
- Capacity planning is deciding on the maximum output rate of a facility
- Location analysis is deciding on the best location for a facility
- Capacity planning and location analysis decision are often made simultaneously because the location of the facility is usually related to its capacity.
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Chapter 9 Highlights – cont'd
- In both capacity planning and location analysis, managers must follow three-step process to make good decisions. The steps are assessing needs, developing alternatives, and evaluating alternatives.
- To choose between capacity planning alternatives managers may use decision trees, which are a modeling tool for evaluating independent decisions that must be made in sequence.
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Chapter 9 Highlights – cont'd
- Key factors in location analysis included proximity to customers, transportation, source of labor, community attitude, and proximity to supplies. Service and manufacturing firms focus on different factors. Profit-making and nonprofit organizations also focus on different factors.
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Copyright © 2016 John Wiley & Sons, Inc.
Copyright © 2016 John Wiley & Sons, Inc.
Chapter 9 Highlights – cont'd
- Several tools can be used to facilitate location analysis. Factor rating is a tool that helps managers evaluate qualitative factors. The load-distance model and center of gravity approach evaluate the location decision based on distance. Break-even analysis is used to evaluate location decisions based on cost values. The transportation method is an excellent tool for evaluating the cost impact of adding sites to the network of current facilities.
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Copyright © 2016 John Wiley & Sons, Inc.
(
)
100%
capacity
rate
output
actual
n
Utilizatio
=
93%
(100%)
30
28
(100%)
capacity
design
output
actual
n
Utilizatio
140%
(100%)
20
28
(100%)
capacity
effective
output
actual
n
Utilizatio
design
effective
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=
=
=
=
=
miles
45
15
40
10
30
d
AB
=
-
+
-
=
Computing the Load-Distance Score for Springfield
CityLoadDistanceld
Cleveland1520.5307.5
Columbus104.545
Cincinnati127.590
Dayton43.514
Total Load-Distance Score(456.5)
Computing the Load-Distance Score for Mansfield
CityLoadDistanceld
Cleveland158120
Columbus10880
Cincinnati1220240
Dayton41664
Total Load-Distance Score(504)
10.6
41
436
l
Y
l
Y
;
7.9
41
325
l
X
l
X
i
i
i
c.g.
i
i
i
c.g.
=
=
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=
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å
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Computing the Center of Gravity for Matrix Manufacturing
CoordinatesLoad
Location(X,Y)
(l
i
)l
i
x
i
l
i
y
i
Cleveland
(11,22)15165330
Columbus
(10,7)1016570
Cincinnati
(4,1)1216512
Dayton
(3,6)416524
Total
41325436
Example 9.6 Using Break-Even Analysis
LocationFixed CostVariable CostTotal Cost
A$350,000$ 5(10,000)$400,000
B$170,000$25(10,000)$420,000
C$100,000$40(10,000)$500,000
D$250,000$20(10,000)$450,000