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Supply chain | Supply Chain Management, Commerce
Answered

Forecast generation strategy

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Posted on by 30

HI everyone,

Would it be possible to use 2 different forecast generation strategies (Copy over historical forecast and Azure ML) in one forecast generation run?

Thank you. 

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I have the same question (0)
  • Verified answer
    WillWU Profile Picture
    22,363 on at

    Hi eric,

    It is not yet supported, and you could provide your ideas in the idea site.

    experience.dynamics.com/.../

  • eric.canicosa Profile Picture
    30 on at

    Thank you so much, Will! Appreciate your response.

    Best regards,

    Eric

  • Chris Segurado Profile Picture
    612 on at

    Hello Eric,

    I hope you and your family are doing well.

    You may be able to use/reference only Azure ML project in D365FO and configure the ML project to take into consideration historical forecasts/demand as base data to run your Azure ML project of.

    Thank you!

    Best Wishes,

    Chris Segurado

  • eric.canicosa Profile Picture
    30 on at

    Hi Chris,

    We are coping despite the lockdowns here in our country. I hope you and your family are also doing well.

    I would like to revisit your suggestion that AML would use the historical demand as basis data to run AML. I noticed that if I use AML as forecast generation strategy, the forecast is calculated per forecast bucket (say monthly). even if the historical demand for a product is zero for that month, AML will still calculate a non-zero value as forecast. It's as if AML is ignoring the zeroes in historical demand.

    To elaborate, I have a product with a historical demand of 100 pcs for the month of Feb 2020 only and none for the rest of 2020. If I generate a forecast using AML for 2021, the system will calculate a forecast value of 100 pcs every month which is very far from the historical demand. I tried using weekly and daily as forecast buckets and the outcomes are the same. 100 pcs every forecast bucket.

    I tried manipulating the forecast models and other parameters but I still get the same result. The client doesnt want to use Copy over historical forecast as generation strategy.

    What can you suggest so that the forecast using AML will be more accurate?

    Thank you again. and Stay safe.

    Eric

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