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  6. [Data Science Utilization Case] Streamlining Maintenance Operations

[Data Science Utilization Case] Streamlining Maintenance Operations

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last updated:Sep 29, 2023

TDSE
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Introducing examples of visualizing and analyzing two aspects: inventory of spare parts and past usage records!

We would like to introduce a case study on improving maintenance operations efficiency in the manufacturing industry. The company faced frequent visits to the same customers due to a lack of necessary parts during exchanges. The replenishment of parts by maintenance staff was personalized, making it difficult to track who was taking which parts and how many. To address this, they visualized and analyzed two aspects: maintenance parts inventory and past usage records. The site manager implemented management based on the inventory status held by subordinates and ensured thorough replenishment of maintenance parts, leading to improved operational efficiency for maintenance staff by reducing the number of visits. 【Case Overview】 ■ Industry: Manufacturing ■ Operations: Maintenance ■ Challenges: Basic aggregation, visualization, reduction of man-hours ■ Analytics and AI Solution - Visualization and analysis of maintenance parts inventory and past usage records *For more details, please refer to the PDF document or feel free to contact us.

    Business Intelligence and Data Analysis
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[Data Science Utilization Case] Streamlining Maintenance Operations

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  • Related Link - https://www.tdse.jp/case-study/efficient-maintenan…

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[Effect] ■Improvement of maintenance staff's work efficiency due to reduction in the number of visits *For more details, please refer to the PDF document or feel free to contact us.

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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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