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Tools for Capacity Planning
Measurement of Capacity
Capacity Planning Process
Rohan Monis
1416120
• Capacity Planning is the study of the level of
capacity the organization provides at each
stage of the production or service delivery
system to meet its objectives.
Tools for Capacity Planning
• Capacity planning requires demand forecasts for
an extended period of time.
• Forecast accuracy declines as the forecasting
horizon lengthens.
• Anticipating what competitors will do increases
the uncertainty of demand forecasts.
• Demand during any period of time may not be
evenly distributed.
• Need for capacity cushion.
Tools that deal more formally with
Demand Uncertainty and Variability
• Waiting line models
• Simulation
• Decision trees
• Enhancing capacity through the supply chain
• Improving competitiveness by creating
complex resources
Waiting Line Models
• Useful in capacity planning such as selecting an
appropriate capacity cushion for a high customer-
contact process.
• Airport ticket counter, a machine center, or a central
computer.
• Arrival time between jobs or customers varies, and the
processing time may vary from one customer to the
next.
• WLM uses probability distributions to provide
estimates of average customer wait time, average length
of waiting lines and utilization of the work center.
Simulation
• More complex waiting line problems must be
analyzed with simulation.
• It can identify the process’s bottlenecks and
appropriate capacity cushions, even for
complex processes with random demand
patterns and predictable surges in demand
during a typical day.
• SimmQuick, Extend, Simprocess, ProModel
and Witness
Decision Trees
• Decision Trees are most commonly used in capacity
planning.
• They are excellent tools for helping choose between several
courses of action.
• They provide a highly effective structure within which you
can lay out options and investigate the possible outcomes of
choosing those options.
• They also provide a balanced picture of the risks and
rewards associated with each possible course of action
• A decision tree can be particularly valuable for evaluating
different capacity expansion alternatives when demand is
uncertain and sequential decisions are involved.
Enhancing capacity through the
Supply Chain
• Complex products
• Most companies are dependent on others for
crucial elements
• Companies design and make only a portion of
what makes up their products
• External linkage to the internal requirements of
the organization is the ‘Supply Chain’
Improving competitiveness by
creating complex resources
• Each firm is shaped by it’s existing resources and
information, and is to that extent unique
• Opportunities occur due to the ability of the firm
to create complex resources
• Factory buildings with permanent fixtures,
diverse types of equipment derived from
standardized ones by physical modifications that
are costly to move and customized pieces of
equipment derived from standardized ones by
physical modifications that are costly to reverse
Measurement of Capacity
• No single capacity measure is best for all
situations
• Capacity can be expressed in one of two ways:
in terms of output measures or input measures.
Output measures of capacity
• Best utilized when applied to individual
processes within the firm, or when the firm
provides a relatively small number of
standardized services and products.
• Many processes produce more than one
service or product’s the amount of
customization and variety in the product mix
increases, output-based capacity measures
become less useful.
Input measures of capacity
• Are generally used for low volume, flexible
processes, such as those associated with a
custom furniture maker.
• The degree to which equipment, space, or the
workforce is currently being used, and is
measured as the ratio of average output rate to
maximum capacity
• 𝑈𝑡𝑖𝑙𝑖𝑧𝑎𝑡𝑖𝑜𝑛 =
𝐴𝑣𝑒𝑟𝑎𝑔𝑒 𝑜𝑢𝑡𝑝𝑢𝑡 𝑟𝑎𝑡𝑒
𝑀𝑎𝑥𝑖𝑚𝑢𝑚 𝐶𝑎𝑝𝑎𝑐𝑖𝑡𝑦
× 100%
Capacity Planning Process
Why
• Capacity Planning has to address the external environment
of the firm.
• One needs to assess the company’s situation and think about
why should the decision to alter capacity be considered.
• Management before taking a decision on capacity, needs to
take the following steps:
– Forecast demand for individual products within each product
line
– Calculate the array of assets required to meet product line
forecasts
– Project availabilities of the existing array of assets over the
planning horizon.
• The timing and sizing of expansion are related.
• Capacity Gap Analysis is essential in determining when
demand will exceed capacity and by how much.
• Tactics for matching capacity to demand
– Adding people to the production process
– Increasing the motivation of the production employees
– Adjusting equipment and processes
– Redesigning the product to facilitate more throughput
– Improving the operating rate of equipment
Capacity Planning Process
When
• Types of capacity can be separated into
technological or engineering question and an
economy of scale or business question.
Capacity Planning Process
What Kind
• There is a cost involved in having too much capacity,
versus what the cost of having too little capacity and
impact on the reputation and growth in the business
• The decision about how much capacity to be added is
again critical. It is complicated by the uncertainly in the
estimates of future demand and technological changes.
• There can be two extreme strategies
– Expansionist strategy: involves large, infrequent jumps in
capacity
– Wait-and-see Strategy: Involves smaller, more frequent
incremental jumps
Capacity Planning Process
How Much
South west airlines – Case study
Capacity Planning

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Tools for capacity planning, measurement of capacity, capacity planning process

  • 1. Tools for Capacity Planning Measurement of Capacity Capacity Planning Process Rohan Monis 1416120
  • 2. • Capacity Planning is the study of the level of capacity the organization provides at each stage of the production or service delivery system to meet its objectives.
  • 3. Tools for Capacity Planning • Capacity planning requires demand forecasts for an extended period of time. • Forecast accuracy declines as the forecasting horizon lengthens. • Anticipating what competitors will do increases the uncertainty of demand forecasts. • Demand during any period of time may not be evenly distributed. • Need for capacity cushion.
  • 4. Tools that deal more formally with Demand Uncertainty and Variability • Waiting line models • Simulation • Decision trees • Enhancing capacity through the supply chain • Improving competitiveness by creating complex resources
  • 5. Waiting Line Models • Useful in capacity planning such as selecting an appropriate capacity cushion for a high customer- contact process. • Airport ticket counter, a machine center, or a central computer. • Arrival time between jobs or customers varies, and the processing time may vary from one customer to the next. • WLM uses probability distributions to provide estimates of average customer wait time, average length of waiting lines and utilization of the work center.
  • 6.
  • 7. Simulation • More complex waiting line problems must be analyzed with simulation. • It can identify the process’s bottlenecks and appropriate capacity cushions, even for complex processes with random demand patterns and predictable surges in demand during a typical day. • SimmQuick, Extend, Simprocess, ProModel and Witness
  • 8.
  • 9. Decision Trees • Decision Trees are most commonly used in capacity planning. • They are excellent tools for helping choose between several courses of action. • They provide a highly effective structure within which you can lay out options and investigate the possible outcomes of choosing those options. • They also provide a balanced picture of the risks and rewards associated with each possible course of action • A decision tree can be particularly valuable for evaluating different capacity expansion alternatives when demand is uncertain and sequential decisions are involved.
  • 10.
  • 11. Enhancing capacity through the Supply Chain • Complex products • Most companies are dependent on others for crucial elements • Companies design and make only a portion of what makes up their products • External linkage to the internal requirements of the organization is the ‘Supply Chain’
  • 12.
  • 13. Improving competitiveness by creating complex resources • Each firm is shaped by it’s existing resources and information, and is to that extent unique • Opportunities occur due to the ability of the firm to create complex resources • Factory buildings with permanent fixtures, diverse types of equipment derived from standardized ones by physical modifications that are costly to move and customized pieces of equipment derived from standardized ones by physical modifications that are costly to reverse
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  • 15. Measurement of Capacity • No single capacity measure is best for all situations • Capacity can be expressed in one of two ways: in terms of output measures or input measures.
  • 16. Output measures of capacity • Best utilized when applied to individual processes within the firm, or when the firm provides a relatively small number of standardized services and products. • Many processes produce more than one service or product’s the amount of customization and variety in the product mix increases, output-based capacity measures become less useful.
  • 17. Input measures of capacity • Are generally used for low volume, flexible processes, such as those associated with a custom furniture maker.
  • 18. • The degree to which equipment, space, or the workforce is currently being used, and is measured as the ratio of average output rate to maximum capacity • 𝑈𝑡𝑖𝑙𝑖𝑧𝑎𝑡𝑖𝑜𝑛 = 𝐴𝑣𝑒𝑟𝑎𝑔𝑒 𝑜𝑢𝑡𝑝𝑢𝑡 𝑟𝑎𝑡𝑒 𝑀𝑎𝑥𝑖𝑚𝑢𝑚 𝐶𝑎𝑝𝑎𝑐𝑖𝑡𝑦 × 100%
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  • 20. Capacity Planning Process Why • Capacity Planning has to address the external environment of the firm. • One needs to assess the company’s situation and think about why should the decision to alter capacity be considered. • Management before taking a decision on capacity, needs to take the following steps: – Forecast demand for individual products within each product line – Calculate the array of assets required to meet product line forecasts – Project availabilities of the existing array of assets over the planning horizon.
  • 21. • The timing and sizing of expansion are related. • Capacity Gap Analysis is essential in determining when demand will exceed capacity and by how much. • Tactics for matching capacity to demand – Adding people to the production process – Increasing the motivation of the production employees – Adjusting equipment and processes – Redesigning the product to facilitate more throughput – Improving the operating rate of equipment Capacity Planning Process When
  • 22. • Types of capacity can be separated into technological or engineering question and an economy of scale or business question. Capacity Planning Process What Kind
  • 23. • There is a cost involved in having too much capacity, versus what the cost of having too little capacity and impact on the reputation and growth in the business • The decision about how much capacity to be added is again critical. It is complicated by the uncertainly in the estimates of future demand and technological changes. • There can be two extreme strategies – Expansionist strategy: involves large, infrequent jumps in capacity – Wait-and-see Strategy: Involves smaller, more frequent incremental jumps Capacity Planning Process How Much
  • 24. South west airlines – Case study Capacity Planning