PROFILE-BASD PRODUCT DEMAND FORECASTING

Patent №

US 6,978,249

Granted

2005-12-20

Filed 2000

Owner

HEWLETT-PACKARD COMPANY

Lab

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09626191

A product demand forecasting system includes a profile extractor that generates a demand profile of a new product yet to be introduced based on demand profiles of similar products already introduced. The profile extractor normalizes and averages the demand profiles of the similar products to obtain the demand profile of the new product. The forecasting system also includes a life-cycle demand predictor that generates a total life-cycle demand of the new product based on historical demand data of the similar products. A forecast creator is then coupled to the profile extractor and the demand predictor to generate a life-cycle demand forecast for the new product based on the demand profile and total life-cycle demand of the new product. A method of providing a life-cycle product demand forecast for a new product yet to be introduced is also described.

AI classification

Planning1.00
AI hardware1.00
Knowledge representation0.93
Evolutionary computation0.91
Machine learning0.04
Natural language0.01
Vision0.00
Speech0.00

Ownership

HEWLETT-PACKARD COMPANY

assignment · 111990144

Assignors

BEYER, DIRK M., SAFAI, FEREYDOON, AITSALIA, FARID

On an employer assignment, the assignors are typically the inventors.

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