aggregate plan ning in accounting

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    Aggregate Planning Chapter 12

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    Learning Objectives

    Review of forecasting

    Forecast errors

    Aggregate planning

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    Phases of Decisions

    Strategy or design: ForecastPlanning: ForecastOperation Actual demand

    Since actual demands differs from forecasts so doesthe execution from the plans. E.g. Supply Chain concentration plans 40 students per year

    whereas the actual is ??.

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    Characteristics of forecasts

    Forecasts are always wrong. Should include expected value andmeasure of error.Long-term forecasts are less accurate than short-term forecasts. Toolong term forecasts are useless: Forecast horizon

    Forecasting to determine Raw material purchases for the next week Annual electricity generation capacity in TX for the next 30 years

    Aggregate forecasts are more accurate than disaggregate forecasts Variance of aggregate is smaller because extremes cancel out

    Two samples: {3,5} and {2,6}. Averages of samples: 4 and 4. Variance of sample averages=0 Variance of {3,5,2,6}=5/2

    Several ways to aggregate Products into product groups Demand by location Demand by time

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    Time Fences in MPS

    Period

    frozen (firm orfixed)

    slushy somewhat

    firm

    liquid (open)

    1 2 3 4 5 6 7 8 9

    Time Fences divide a scheduling time horizon into threesections or phases, referred as frozen, slushy, and liquid.

    Strict adherence to time fence policies and rules.

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    Planning Horizon

    Aggregate planning : Intermediate-range capacity planning,usually covering 2 to 12 months. In other words, it is matching thecapacity and the demand.

    Shortrange

    Intermediaterange

    Long range

    Now 2 months 1 Year

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    Short-range plans (Detailed plans) Machine loading Job assignmentsIntermediate plans (General levels)

    Employment OutputLong-range plans Long term capacity Location / layout

    Product/Process design

    Overview of Planning Levels

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    Listen to Tom Thumbs manager

    - Need more space in 2005 to expand the store- Allocate 25% of the floor space to fresh produce

    - During the winter months employ 6 cashiers during rush hours- On Wed before Thanksgiving, employ 12 cashiers throughout the

    day- In the next two weeks, no Italian parsley will be delivered.

    Shelve Dill instead of parsley

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    Why aggregate planningDetails are hard to gather for longer horizons Demand for Christmas turkeys at Tom Thumbs vs Thanksgiving turkeys

    Details carry a lot of uncertainty: aggregation reduces variability Demand for meat during Christmas has less variability than the total

    variability in the demand for chicken, turkey, beef, etc.If there is variability why bother making detailed plans, inputs willchange anyway Instead make plans that carry a lot of flexibility Flexibility and aggregation go hand in hand

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    Aggregate Planning

    Aggregate planning: General plan Combined products = aggregate product

    Short and long sleeve shirts = shirt

    Single product Pooled capacities = aggregated capacity

    Dedicated machine and general machine = machineSingle capacity

    Time periods = time buckets Consider all the demand and production of a given month togetherQuite a few time bucketsWhen does the demand or production take place in a time bucket?

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    Planning Sequence

    Corporatestrategies

    and policies

    Economic,competitive,and political

    conditions

    Aggregatedemand

    forecasts

    Business Plan

    Production plan

    Master schedule

    Establishes productionand capacity strategies

    Establishesproduction capacity

    Establishes schedulesfor specific products

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    Resources Workforce Facilities

    Demand forecastPolicy statements Subcontracting Overtime Inventory levels

    Back orders

    Costs Inventory carrying Back orders Hiring/firing Overtime Inventory changes subcontracting

    Aggregate Planning Inputs

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    Total cost of a planProjected levels of inventory Inventory

    Output Employment Subcontracting Backordering

    Aggregate Planning Outputs

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    Strategies

    Proactive Alter demand to match capacity

    Reactive Alter capacity to match demand

    Mixed Some of each

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    Pricing Price reduction leads to higher demandPromotion Not necessarily via pricing Free delivery, free after sale service

    Some Puerto Rico hotels pay for your flight

    Back orders Short selling: Sell now, deliver later

    New demand Finding alternative uses for the product

    Demand Optionsto Match Demand and Capacity

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    Hire and layoff workers, unions are pivotal Layoff: Emotional stress

    Fired Moulinex (appliances producer in France) workers start fire at the plant Hire: Availability of qualified work force

    Operators at semiconductor plantsOvertime/slack time How too use slack time constructively? Training. Overtime is expensive, low quality, prone to accidentsPart-time workers

    35 hour work week of EuropeInventories, To smooth demandsSubcontracting. Low quality. Reveals technological secrets

    Capacity Optionsto Match demand and Capacity

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    Fundamental tradeoffs in Aggregate PlanningCapacity (regular time, over time, subcontract)

    Inventory

    Backlog / lost sales: Customer patience?

    Basic Strategies

    Chase (the demand) strategy; Matching capacity to demand; the planned outputfor a period is the expected demand for that period fast food restaurants

    Time flexibility from high levels of workforce or capacity;

    machining shops, army

    Level strategy; Maintaining a steady rate of regular-time output while meetingvariations in demand by a combination of options. swim wear

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    Matching the Demand withLevel or Time flexibility strategies

    U s e

    i n v e n

    t o r y

    Use delivery time

    Demand

    Demand

    Demand

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    Chase vs. Level

    Chase Approach

    Advantages Investment in inventory is low

    Labor utilization in high

    Disadvantages The cost of adjusting output rates

    and/or workforce levels

    Level Approach

    Advantages Stable output rates and

    workforce

    Disadvantages Greater inventory costs

    Increased overtime and idletime

    Resource utilizations vary overtime

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    Inputs: Determine demand for each period Determine capacities for each period

    Identify policies that are pertinent Determine units costs

    Analysis Develop alternative plans and costs

    Select the best plan that satisfies objectives

    Techniques for Aggregate Planning

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    Technique 1: Cumulative Graph

    1 2 3 4 5 6 7 8 9 10

    Cumulativeproduction

    Cumulativedemand C

    u m u l a

    t i v e o u

    t p u

    t / d e m a n

    d

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    Technique 2: Mathematical Techniques

    Linear programming : Methods for obtaining optimalsolutions to problems involving allocation of scarceresources in terms of cost minimization.

    Minimize Costs

    Subject to: Demand, capacity, initial inventoryrequirements

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    Summary of Planning Techniques

    Technique Solution CharacteristicsGraphical/charting

    Trial anderror

    Intuitively appealing, easy tounderstand; solution notnecessarily optimal.

    Linearprogramming Optimizing Computerized; linear assumptionsnot always valid.Simulation Trial and

    errorComputerized models can beexamined under a variety ofconditions.

    Linear decision rule???

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    Example - RelationshipsBasic Relationships

    Workforce

    Number ofworkers in a

    period =

    Number ofworkers at end of

    previous period +

    Number ofnew workersat start of the

    period -

    Number oflaid offworkers atstart of the period

    Inventory

    Inventory atthe end ofa period =

    Inventory at endof the

    previous period +

    Production incurrent

    period -

    Amount used tosatisfydemand incurrent

    period

    Cost

    Cost for a period =

    Output Cost(Reg+OT+Sub) +

    Hire/Lay OffCost + Inventory Cost +

    Back-orderCost

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    Technique 3: Simulation ExampleLevel Output

    Period 1 2 3 4 5 6 Total

    Forecast 200 200 300 400 500 200 1800

    Policy: Level Output Rate of 300 per period

    Output Cost

    Regular 300 300 300 300 300 300 1800 $2

    Overtime $3

    Subcontract $6

    Output-Forecast 100 100 0 -100 -200 100 0

    Inventory

    Beginning 0 100 200 200 100 0

    Ending 100 200 200 100 0 0

    Average 50 150 200 150 50 0 600 $1

    Backlog 0 0 0 0 100 0 100 $5Costs

    Regular $600 $600 $600 $600 $600 $600 $3,600

    Inventory $50 $150 $200 $150 $50 $0 $600

    Back Orders $0 $0 $0 $0 $500 $0 $500

    Total Cost of Plan $650 $750 $800 $750 $1,150 $600 $4,700

    Average Inventory= (Beginning Inventory + Ending Inventory)/2

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    Technique 3: Simulation ExampleLevel Output + Overtime

    Period 1 2 3 4 5 6 Total Forecast 200 200 300 400 500 200 1800

    Policy: Level Output Rate+Overtime

    Output Cost

    Regular 280 280 280 280 280 280 1680 $2

    Overtime 40 40 40 0 120 $3

    Subcontract $6Output-Forecast 80 80 20 -80 -200 -180 0

    Inventory

    Beginning 0 80 160 180 100 0

    Ending 80 160 180 100 0 0

    Average 40 120 170 140 50 0 520 $1

    Backlog 0 0 0 0 80 0 80 $5

    Costs Regular $560 $560 $560 $560 $560 $560 $3,360

    Overtime $0 $0 $120 $120 $120 $0 $360

    Inventory $40 $120 $170 $50 $0 $0 $520

    Back Orders $0 $0 $0 $0 $400 $0 $400

    Total Cost of Plan $600 $680 $850 $730 $1,080 $560 $4,640

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    Services occur when they are rendered Limited time-wise aggregation

    Services occur where they are rendered Limited location-wise aggregation

    Demand for service can be difficult to predict Personalization of service

    Capacity availability can be difficult to predictLabor flexibility can be an advantage in services Human is more flexible than a machine, well at the expense of low

    efficiency.

    Aggregate Planning in Services

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    Aggregate Plan to Master Schedule

    AggregatePlanning

    Disaggregation

    MasterSchedule

    For a short planning range 2-4 months: Master schedule : The result ofdisaggregating an aggregate plan;shows quantity and timing of specificend items for a scheduled horizon.

    Rough-cut capacity planning :

    Approximate balancing of capacityand demand to test the feasibility of amaster schedule.

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    Master Scheduling

    Master schedule Determines quantitiesneeded to meet demand

    Interfaces with Marketing Capacity planning Production planning Distribution planning

    Master Scheduler Evaluates impact ofnew orders

    Provides delivery dates fororders

    Deals with problems Production delays

    Revising master schedule Insufficient capacity

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    Master Scheduling Process

    MasterScheduling

    Beginning inventory

    Forecast

    CommittedCustomer orders

    Inputs Outputs

    Projected inventory

    Master production schedule

    ATP: Uncommitted inventory

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    Preview of Materials Requirement Planning Terminology Net Inventory After Production

    Requirements=Forecast

    Assuming that the forecasts include committed orders

    Net inventory before production=

    Projected on hand inventory in the previous period- Requirements

    Produce in lots if Net inventory is less than zero

    Net inventory after production= Net inventory before production+ Production

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    Projected On-hand Inventory

    64 1 2 3 4 5 6 7 8

    Customer Orders(committed) 33 30 30 30 40Projected on-handinventory 31 1 -29

    JUNE JULY

    BeginningInventory

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    Example: Find ATP with lot size of 70

    June July

    64 1 2 3 4 5 6 7 8

    Forecast 30 30 30 30 40 40 40 40

    Customer Orders(Committed) 33 20 10 4 2

    Projected on Hand Inventory + + - + - + - -MPS: Production 70 70 70 70

    Projected on Hand Inventory 31 1 41 11 41 1 31 61

    Available to promiseInventory until next

    production(uncommitted) 11 57 79 71 ???

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    Summary

    Aggregate planning:conception, demand and capacity optionBasic strategy:

    level capacity strategy, chase demand strategyTechniques:

    Trial and Error, mathematical techniquesMaster scheduling

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    Practice Questions

    1. The goal of aggregate planning is to achieve a production plan thatattempts to balance the organization's resources and meet expecteddemand.

    Answer: True Page: 5412. A chase strategy in aggregate planning would attempt to matchcapacity and demand.

    Answer: True Page: 5483. Ultimately the overriding factor in choosing a strategy in aggregate

    planning is overall cost.Answer: True Page: 550

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    Practice Questions1. Which of the following best describes aggregate planning?

    A) the link between intermediate term planning and short termoperating decisions

    B) a collection of objective planning tools

    C) make or buy decisionsD) an attempt to respond to predicted demand within theconstraints set by product, process and location decisions

    E) manpower planning

    Answer: D Page: 541

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    Practice Questions

    2.Which of the following is an input to aggregate planning?A) beginning inventoryB) forecasts for each period of the schedule

    C) customer ordersD) all of the aboveE) none of the above

    Answer: D Page: 561

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    Practice Questions

    3.Which of the following is not an input to the aggregate planning process:A) resources

    B) demand forecastC) policies on work force changesD) master production schedules

    E) cost informationAnswer: D Page: 545

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    Practice Questions

    4. Which one of the following is not a basic option foraltering demand?

    A) promotion

    B) backorderingC) pricingD) subcontracting

    E) All are demand options.Answer: D Page: 545

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    Practice Questions5. Which of the following would not be a strategy associated with

    adjusting aggregate capacity to meet expected demand?A) subcontractB) vary the size of the workforceC) vary the intensity of workforce utilizationD) allow inventory levels to varyE) use backorders

    Answer: E Page: 546-547

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    Practice Questions

    6. Moving from the aggregate plan to a master production schedule requires:A) rough cut capacity planning

    B) disaggregationC) sub-optimizationD) strategy formulation

    E) chase strategiesAnswer: B Page: 559