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  6. [Data Science Use Case] Automation of Production Planning

[Data Science Use Case] Automation of Production Planning

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last updated:Sep 29, 2023

TDSE
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Which products to produce in which factories and in what quantities! A case study of formulating and implementing a mathematical optimization problem.

We will introduce a case where production planning automation was achieved in the manufacturing industry. There was a challenge to optimize "which products to produce at which factories and in what quantities," reducing the man-hours required for production site allocation by implementing an optimization model, while also considering production and transportation costs as well as the capacity of each factory. Therefore, we introduced a production planning optimization model. We formulated a mathematical optimization problem based on constraints such as product production costs, transportation costs, tariffs, and the capacity of each factory, and implemented it. [Case Overview] ■ Industry: Manufacturing ■ Business: Production Planning ■ Challenge: Mathematical Optimization ■ Analytics and AI Solution - Formulated and implemented a mathematical optimization problem *For more details, please refer to the PDF document or feel free to contact us. - Related link - https://www.tdse.jp/

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[Data Science Use Case] Automation of Production Planning

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  • Related Link - https://www.tdse.jp/

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**Effect** ■ It is expected that the labor required for allocating production areas can be significantly reduced. *For more details, please refer to the PDF document or feel free to contact us.*

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TDSE

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We provide comprehensive support for our customers' DX promotion and data utilization. Our support includes analysis by data scientists and engineers from academic backgrounds, assistance with product utilization, and the establishment of data science organizations within our customers' companies, tailored to meet their needs. Please feel free to contact us if you have any requests.

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