METHOD OF CREATING PRODUCTION PLAN OF DEMAND VARIATION INPUT TYPE AND METHOD OF CREATING PRODUCTION PLAN MINIMIZING RISK OF DEMAND VARIATIONS

Patent №

US 7,660,730

Granted

2010-02-09

Filed 2005

Owner

HITACHI, LTD.

Lab

AI components

2

planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11092855

A production plan is created so as to minimize risk of demand variations. Forecasted values of amounts of requests are entered for each different item of products, markets, dates, past accuracy of demand forecasts, and order achievements at the time when the plan is created. Scenario information is created in which assumable amounts of request for each different item of the products, markets, and dates and probabilities at which the amounts of requests agree with actual amounts of requests are defined. Management indexes are found from the amount of stockout and amount of stock calculated in each different scenario, based on the scenario information, target values of the management indexes, and information on strongpoints. An amount of production that maximizes the achievement ratios of the management ratios to their targets within the ranges of supplied materials and within the range of the production capacity is calculated by an optimization algorithm.

PlanningEvolutionary computationG06Q 10/087G06Q 10/06315G06Q 30/0202

AI classification

Planning1.00
Evolutionary computation1.00
AI hardware0.08
Natural language0.05
Knowledge representation0.03
Machine learning0.00
Speech0.00
Vision0.00

Ownership

HITACHI, LTD.

assignment · 165840833

Assignors

HOSODA, JUNKO, IGARASHI, KEN, KANEKO, YUICHI

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

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