Working with seasonal adjustments

Related topics

One major problem when calculating forecast is accounting for the seasonal demand patterns that often exist. The season profile gives you the ability to handle seasonal demand by assigning weights to each forecast period in a year. This means that you can assign large season weights to the periods where sales (of an item or items) are higher than normal. Alternatively, you can assign low season weights to the periods where sales are lower than normal. See section Season index calculation for more information.

Creation
Season profiles can be created in the following ways:

Activation
When the season profile has been created and you have assigned weights, you activate the profile by connecting it to the item/warehouse combinations in the Item/Warehouse file that fit the profile. This can be done in the following ways:

Season index calculation

This section illustrates how weight can be assigned to periods in a season profile.

There are six periods per year and the relative weights are as follows:

Period Weight
1 125
2 49
3 7
4 110
5 188
6 201
Total weight 750
Average weight
(Average weight = Total weight/number of periods)
125

The average weight is used when the season index is calculated (Season index = period weight/average weight):

Period Period weight Average weight Season index
1 125 125 1.00000
2 49 125 0.39200
3 7 125 0.61600
4 110 125 0.88000
5 188 125 1.50400
6 201 125 1.60800

The season index is used in two steps in the forecast calculation:

  1. The season index values are used to remove the season effect from all historical demand data, making it normalised data. The forecast calculation is performed on the normalised data, yielding a normalised forecast.
  2. Finally, the season index for the current forecast period is applied to the normalised forecast to get a forecast including the season adjustment.
  3. See Inventory control formulas for more details.

Enquiries and printouts

  • Season profile enquiry
  • Season profile printout

Related topics