Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis
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...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Sanayi ve Teknoloji Bakanlığı
2025-01-01
|
| Series: | Verimlilik Dergisi |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/tr/download/article-file/3851760 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832583728779493376 |
|---|---|
| author | Aykut Güleryüz Mehmet Yılmaz Hüseyin Ünözkan |
| author_facet | Aykut Güleryüz Mehmet Yılmaz Hüseyin Ünözkan |
| author_sort | Aykut Güleryüz |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-9009397fa0b44827b1bd5e98cb5bf921 |
| institution | Kabale University |
| issn | 1013-1388 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Sanayi ve Teknoloji Bakanlığı |
| record_format | Article |
| series | Verimlilik Dergisi |
| spelling | doaj-art-9009397fa0b44827b1bd5e98cb5bf9212025-01-28T08:37:49ZengSanayi ve Teknoloji BakanlığıVerimlilik Dergisi1013-13882025-01-0159116718410.51551/verimlilik.1465934417Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability AnalysisAykut Güleryüz0https://orcid.org/0009-0005-4869-7198Mehmet Yılmaz1https://orcid.org/0000-0002-9762-6688Hüseyin Ünözkan2https://orcid.org/0000-0001-9659-287XHALIC UNIVERSITYANKARA UNIVERSITYHALIC UNIVERSITYPurpose: 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.https://dergipark.org.tr/tr/download/article-file/3851760uzun vadeli beklentimarkov zinciriüretim hattıgüvenilirlik analizigeçiş matrisilong-term expectationmarkov chainproduction linereliability analysistransition matrix |
| spellingShingle | Aykut Güleryüz Mehmet Yılmaz Hüseyin Ünözkan Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis Verimlilik Dergisi uzun vadeli beklenti markov zinciri üretim hattı güvenilirlik analizi geçiş matrisi long-term expectation markov chain production line reliability analysis transition matrix |
| title | Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis |
| title_full | Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis |
| title_fullStr | Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis |
| title_full_unstemmed | Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis |
| title_short | Evaluation of Production Line Modelling in Qualified Cardboard Production with Reliability Analysis |
| title_sort | evaluation of production line modelling in qualified cardboard production with reliability analysis |
| topic | uzun vadeli beklenti markov zinciri üretim hattı güvenilirlik analizi geçiş matrisi long-term expectation markov chain production line reliability analysis transition matrix |
| url | https://dergipark.org.tr/tr/download/article-file/3851760 |
| work_keys_str_mv | AT aykutguleryuz evaluationofproductionlinemodellinginqualifiedcardboardproductionwithreliabilityanalysis AT mehmetyılmaz evaluationofproductionlinemodellinginqualifiedcardboardproductionwithreliabilityanalysis AT huseyinunozkan evaluationofproductionlinemodellinginqualifiedcardboardproductionwithreliabilityanalysis |