Development of a Production Line Work Scheduling System Considering the Diversity of Work Styles
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- MIKAMI Kenga
- Nagoya Institute of Technology
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- SAKUMA Takuto
- Nagoya Institute of Technology
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- KATO Shohei
- Nagoya Institute of Technology
Bibliographic Information
- Other Title
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- 多様な勤務形態を考慮した生産ライン作業スケジュール生成システムの開発
Abstract
<p>In recent years, Japan's declining birthrate and aging population have become serious issues, and the working population continues to decline. As a result, companies find it difficult to recruit new workers and must maintain the number of workers by considering the request of existing workers. Therefore, we propose a system that can generate schedules in real-time to reduce the mutual burden of all people involved in schedule creation. In this paper, considering a manufacturing site with a mix of workers with different work hours, we propose a scheduling system that divides conditions corresponding to a wide variety of needs into objective functions and constraints, formulates each of them as a linear equation, and attributes them to the linear programming method. In this paper, we propose a system that can create schedules based on multiple constraints such as rest alternation, and load balancing. In this paper, we will conduct a scheduling experiment in a problem set based on real data provided by a food manufacturer where the majority of hourly workers. The practicality of the proposed system will be verified by comparing the generated schedules with the work records of the food manufacturer.</p>
Journal
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- Proceedings of the Annual Conference of JSAI
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Proceedings of the Annual Conference of JSAI JSAI2023 (0), 3F1GS1003-3F1GS1003, 2023
The Japanese Society for Artificial Intelligence
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Keywords
Details 詳細情報について
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- CRID
- 1390015333244565248
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- ISSN
- 27587347
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed