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2. Forecasting

Lauri Hiltunen Supply Chain Management Inglés 8 fichas

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  1. 13 things we can forecast in SCM1. demand
    2. supply
    3. price
  2. 2What 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
  3. 36 reasons for forecasting1. customer satisfaction
    2. reduced inventory stockouts
    3. scheduling production
    4. lowering safety stock requirement
    5. reducing product obselence costs
    6. managing shipping better
  4. 43 categories of forecasting1. qualitative - peoples "educated opinions"
    2. time series - based on history
    3. causal - assume other factors correlate
  5. 5qualitative methods1. executive opinion
    2. market research
    3. delphi method
  6. 6time series methods1. moving average (naive, simple and weighted)
    2. exponential smoothing
    3. linear trend line
  7. 7Weighted 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
  8. 8Exponential 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

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Supply Chain Management Fichas sobre 2. Forecasting, creado por Lauri Hiltunen el 10/12/2018.
Creado por
Lauri Hiltunen
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