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- Document type:
- Forschungsdaten
- Publication date:
- 29.09.2023
- Responsible:
- Grunow, Martin
- Authors:
- Bayraktar, Osman Baturhan; Grunow, Martin; Kolisch, Rainer
- Author affiliation:
- TUM
- Publisher:
- TUM
- Title:
- Instance Set and Implementation Codes of Dynamic Reconfigurations of Matrix Assembly Layouts
- Identifier:
- doi:10.14459/2023mp1718818
- End date of data production:
- 18.08.2023
- Subject area:
- WIR Wirtschaftswissenschaften
- Other subject areas:
- Operations Research, Operations Management
- Resource type:
- Experimente und Beobachtungen / experiments and observations; Textdokumente / text documents
- Other resource types:
- Solution Approach (Algorithm) Implementation Codes
- Data type:
- Texte / texts; Tabellen / tables
- Other data type:
- JSON and Python files
- Description:
- In this repository, we provide the instance set and implementation code of Dynamic Reconfigurations of Matrix Assembly Layouts (DRMAL) problem. In DRMAL, the matrix-shaped layout of an original equipment manufacturing facility is designed while guiding operational-level decisions. The repository consists of input data and the solver codes of our solution approach.
The input data includes new precedence graphs, normalized task times, models, task set of each models, and demand of each model during the planning horizon. The problem considers a heterogeneous product-portfolio, and the precedence graphs and task times are generated from the benchmark Scholl (1993) data set as described in the original DRMAL paper. The demand of each model is generated following the German Federal Motor Transport Authority's (KBA) FZ28 car registration data, again described in the original DRMAL paper.
References:
- Scholl, A. (1993). Data of assembly line balancing problems. Schriften zur Quantitativen Betriebswirtschaftslehre-Technische Hochschule Darmstadt.
- Bayraktar, O. B., Grunow, M. & Kolisch, R. (2023). Dynamic Reconfigurations of Matrix Assembly Layouts. Working Paper. - Method of data assessment:
- The data is generated in the context of Original Equipment Manufacturing (OEM), i.e., car manufacturing. The data generation process is provided in the original DRMAL paper (Bayraktar & Grunow & Kolisch, 2023, working paper).
- Key words:
- Flexible manufacturing systems, facilities planning and design, multi-objective optimization, Benders decomposition, matrix assembly layouts
- Technical remarks:
- View and download (8.4 MB total, 262 Files)
The data server also offers downloads with FTP
The data server also offers downloads with rsync (password m1718818):
rsync rsync://m1718818@dataserv.ub.tum.de/m1718818/ - Language:
- en
- Other rights:
- See "Legal_Notice.txt" in the dataset
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