University of Twente Student Theses
Guiding Voortman customers to optimize machine output
Rolleman, L.T. (2024) Guiding Voortman customers to optimize machine output.
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| Abstract: | In steel manufacturing, optimizing machine output is crucial for efficient production. This thesis, "Guiding Voortman customers to optimize machine output," addresses how Voortman Steel Machinery may assist production managers in optimizing machine performance using an ICT-based tool. The research question explores providing actionable feedback for this purpose. Background research, state-of-the-art reviews, and expert interviews highlighted maintenance management's critical role in machine uptime. A prescriptive maintenance dashboard was designed to provide actionable feedback for optimizing performance. It integrates real-time data to track tools' Remaining Useful Life (RUL), enabling timely maintenance actions. Key features include real-time notifications for tool replacements and suggestions for tools needed in upcoming production. This predictive approach allows better maintenance planning, minimizing unexpected breakdowns and ensuring efficient production. The dashboard focuses on data presentation, ensuring an intuitive interface with clear visualizations of tool status, RUL predictions, and maintenance recommendations. Improved communication between production managers and operators enhances maintenance efficiency and uptime. User-testing with experts validated the dashboard's effectiveness and ease of use. The thesis also addresses development challenges, such as data availability and real-time processing, offering solutions and future recommendations. In conclusion, the prescriptive maintenance dashboard improves maintenance management, supports informed decision-making, optimizes machine output, and increases the operational efficiency. |
| Item Type: | Essay (Bachelor) |
| Clients: | Voortman Steel Machinery, Rijssen, Netherlands |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 52 mechanical engineering, 56 civil engineering, 58 process technology |
| Programme: | Creative Technology BSc (50447) |
| Link to this item: | https://purl.utwente.nl/essays/101763 |
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