2. Forecasting

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Supply Chain Management Flashcards on 2. Forecasting, created by Lauri Hiltunen on 10/12/2018.
Lauri Hiltunen
Flashcards by Lauri Hiltunen, updated more than 1 year ago
Lauri Hiltunen
Created by Lauri Hiltunen over 5 years ago
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3 things we can forecast in SCM 1. demand 2. supply 3. price
What inaccurate forecasting causes (2) 1.1 Over-production -> excess inventory - spoilage, waste, inventory costs 1.2 Under-production -> inventory shortages - late deliveries, stock out and shortage, high shipping costs
6 reasons for forecasting 1. customer satisfaction 2. reduced inventory stockouts 3. scheduling production 4. lowering safety stock requirement 5. reducing product obselence costs 6. managing shipping better
3 categories of forecasting 1. qualitative - peoples "educated opinions" 2. time series - based on history 3. causal - assume other factors correlate
qualitative methods 1. executive opinion 2. market research 3. delphi method
time series methods 1. moving average (naive, simple and weighted) 2. exponential smoothing 3. linear trend line
Weighted moving average (formula) D=past demand, W is weight WMA = W(i)*D(i) + W(i-1)*D(i-1) + W(i-2)*D(i-2) E: 0,5 * 90 + 0,33 * 110 + 0,17 * 130 =103,4
Exponential smoothing (formula) a= weight for actual demand F(i) = forecast for current period D(i) = demand current period F(i+1) = a*D(i) + (1-a)*F(i) weight * demand now + (1-weight) * previous forecast 0<a<1
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