1. Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis
- Author
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Aykut Güleryüz, Mehmet Yılmaz, and Hüseyin Ünözkan
- Subjects
uzun vadeli beklenti ,markov zinciri ,üretim hattı ,güvenilirlik analizi ,geçiş matrisi ,long-term expectation ,markov chain ,production line ,reliability analysis ,transition matrix ,Industrial productivity ,HD56-57.5 - Abstract
Purpose: To develop a new model for calculating the long-term production expectation of production lines and to show how this model can be used in production planning and control.Methodology: The methodology leverages real-world data to assess mechanical unit performance and improvement efforts. By calculating transition probabilities and employing Markov Chain and reliability analysis, it predicts long-term production capacity for the production line.Findings: It can predict long-term production expectations with high accuracy for a business with six production lines.Originality: The proposed model and method in this current study are capable of effectively addressing any production line problem where regular data is maintained.
- Published
- 2025
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