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8/11/2019 Mid 1 Slides
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Forecasting
• Accurate• Timely• Reliable• In writing• Technique should be simple to understand and use
• Determine the purpose of the forecast•
Establish a time horizon• Select a forecasting technique• Gather and analyse relevant data• Prepare the forecast• Monitor the forecast
Elements of good forecast
Steps in forecasting process
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Forecasting
Averaging Techniques
Simple mo ving average
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A F
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Weigh ted mo ving average
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Forecasting
Exponent ial Sm ooth ing 111 t t t t F A F F
For smoother demand, is less, the forecasting trend will be smootherFor fluctuating demand, is more, the trend will be less smooth
Simp le Linear Regress ion
bxa y
22 x xn y x xynb
xb ya
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Forecasting
Accuracy of Forecasts
t t t F Ae
Two commonly used measures:
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Forecast Actual MAD
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Forecast Actual MSE
Mean absolute deviation (MAD)
Mean squared error (MSE)
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Work Measurement
Vital inputs for:• Manpower and machine planning• Reducing labour costs• Scheduling• Budgeting•
Designing incentive systems
Standard Time Amount of time a qualified worker should spend to complete aspecified task, working at sustainable rate , using given methods,tools and equipment, raw material and workplace
Most commonly used methods of work measurement:• Time study• Historical times• Predetermined data• Work sampling
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Work Measurement
Time Study• Most widely used method of work measurement• Especially appropriate for short, repetitive tasks
Average of a few properly trained workers’performed time are taken as the standard
Basic steps:• Define the task to be studied, and inform the worker(s) who will be studied• Determine the number of cycles to be observed• Time the job and rate the performance• Compute the standard time
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Standard Elemental Time (SET)
Work Measurement
derived from a firm’s own historical time study data
• A time study department accumulates a file of elemental times thatare common to many jobs
• After a certain point, many elemental times can be retrieved from thefile
• Eliminate need for analysts to go through a complete time study toobtain those
Predetermined Time Standards (PDTS)
published data on standard elemental times
• Commonly used system is Method-Time Measurement (MTM)• MTM tables are based on extensive research of basic elemental times
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Work ampling
Two primary uses:
• Ratio-delay studies: concern the percentage ofworker’s time that involves delays
approp r ia te for lon g, non -repet i t ive tasks
Work Measurement
is a technique for estimating the proportion of time that a workeror machine spends on various activities and the idle time.
• Analysis of non-repetitive jobs: percentage oftime an employee spends doing various jobs
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Work Measurement
Observed Time (OT): simply the average of the recorded times
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xOT i
Normal Time (NT): observed time adjusted for worker performance
PR*OT NT
Standard Time (ST): normal time required for a job plusan allowance time for different delays
F A* NT ST For job time
For time worked
A AF job 1
A AF day
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Capacity PlanningCapacity refers to an upper limit or ceiling on theload that an operating unit can handle
The basic questions are:• What kind of capacity is needed?• How much is needed?• When it is needed? Impact on the ability of the organization to meet futuredemands for products & servicesMajor determinant of initial cost – greater the capacity,larger the investmentCan affect competitiveness – excess capacity or flexiblecapacity
Affects the ease of management
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Desig n Capaci ty : maximum attainable output
Effect iv e Capaci ty : maximum possible output withscheduling difficulties, machine maintenance & so on
Utilization is always less than efficiency
capacity Effectiveoutput Actual
Efficiency
capacity Design output Actual nUtilizatio
Capacity Planning
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Determinants of Effective Capacity Facilities
• Design – including size & provision of expansion• Location – transportation cost, distance to market, labor supply•
Layout – smoothness of flow, as will as lighting & ventilation
Capacity Planning
Product / services• Design – easier the design, easier to produce• Product Mix – varieties of product reduce capacity
Process• Quantity – obvious determinant of capacity • Quality – low quality will require inspection & rework
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Determinants of Effective Capacity Human Factor
• Job content• Training/Experience• Motivation• Compensation
Capacity Planning
Operational• Scheduling differences in equipment capabilities• Materials management – shortage of materials/ complaints•
Quality assurance – in process & incoming materials
External• Product standard – can restricts increasing capacity• Safety regulations•
Unions
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Capacity RequirementLong term – relates to overall level of capacity e.g., facility size
Short term – relates to probable variations e.g., seasonal, random
Determined by forecasting demand over a time horizon, and thenconverting those forecasts into capacity requirement
Trend - How long- Slope of trend
Deviations are important as they can place severe strain to satisfydemand at sometimes & yet result in idle capacity at other times
Capacity Planning
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Developing Capacity Alternatives
Design f lex ib i l i ty in to s ys temsProvisions for futures expansions in the original design
Capacity Planning
Different iate between n ew and m ature pro du cts /services
Mature product/services tends to be more predictable
Prepare to deal w i th capaci ty ch un ks
Capacity increases are often acquired in fairly large chunks
Attempt to sm ooth ou t capac i ty requi rement
Need to identify products which can offset each other
Ident i fy th e opt im al operat ion levelIn terms of unit cost of output
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Evaluating Alternatives
Cost volume Analysis
Total cost VC FC TC
Variable costU QVC *
Total revenue RQTR *
Total Profit FC U RQ )(*
TC TR P
U R FC P
Q
U R FC
QFor breakeven
Financial Analysis
• Pay back period •
Net present value • Internal rate of return
Capacity Planning