ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines
Proper assembly line planning is one of the challenges production managers face at the tactical level. Failing to apply a secure way of assembly line balancing can cause various complications and problems for the production system. Using the conventional methods for balancing the assembly line canno...
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University of Qom
2022-03-01
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| Series: | مدیریت مهندسی و رایانش نرم |
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| Online Access: | https://jemsc.qom.ac.ir/article_1308_c7c6d1fc9e8d5729d4802899034bdf80.pdf |
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| author | Nima Rahmani Amir Najafi |
| author_facet | Nima Rahmani Amir Najafi |
| author_sort | Nima Rahmani |
| collection | DOAJ |
| description | Proper assembly line planning is one of the challenges production managers face at the tactical level. Failing to apply a secure way of assembly line balancing can cause various complications and problems for the production system. Using the conventional methods for balancing the assembly line cannot balance the load distribution of orders. Online load balancing algorithms can reduce these complications. Old Bachelor Acceptance - Robin Hood (OBA-RH) approach is an effective way for online load distribution. This study aims to evaluate and select a method of order allocation based on the OBA-RH algorithm. Johnson, Palmer, and the meta-heuristic algorithm of annealing are the three allocation approaches studied in this paper, using the data obtained from the production line of polymer films, Plate Company, Iran. The results of the study indicate that Johnson's algorithm and the OBA-RH algorithm offer the best outcome in minimizing system loads. |
| format | Article |
| id | doaj-art-ad2259dc49394b70a1e44f333ac5f1ee |
| institution | Kabale University |
| issn | 2538-6239 2538-2675 |
| language | fas |
| publishDate | 2022-03-01 |
| publisher | University of Qom |
| record_format | Article |
| series | مدیریت مهندسی و رایانش نرم |
| spelling | doaj-art-ad2259dc49394b70a1e44f333ac5f1ee2025-01-30T20:18:14ZfasUniversity of Qomمدیریت مهندسی و رایانش نرم2538-62392538-26752022-03-018110612210.22091/jemsc.2019.13081308ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly LinesNima Rahmani0Amir Najafi1Department of Industrial Management, Qazvin Branch, Islamic Azad University, Qazvin, IranAssociate Professor, Department of Industrial Engineering, Zanjan Branch, Islamic Azad University, Zanjan, IranProper assembly line planning is one of the challenges production managers face at the tactical level. Failing to apply a secure way of assembly line balancing can cause various complications and problems for the production system. Using the conventional methods for balancing the assembly line cannot balance the load distribution of orders. Online load balancing algorithms can reduce these complications. Old Bachelor Acceptance - Robin Hood (OBA-RH) approach is an effective way for online load distribution. This study aims to evaluate and select a method of order allocation based on the OBA-RH algorithm. Johnson, Palmer, and the meta-heuristic algorithm of annealing are the three allocation approaches studied in this paper, using the data obtained from the production line of polymer films, Plate Company, Iran. The results of the study indicate that Johnson's algorithm and the OBA-RH algorithm offer the best outcome in minimizing system loads.https://jemsc.qom.ac.ir/article_1308_c7c6d1fc9e8d5729d4802899034bdf80.pdfoba-rh algorithmonline load balancingpalmer methodjohnson method |
| spellingShingle | Nima Rahmani Amir Najafi ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines مدیریت مهندسی و رایانش نرم oba-rh algorithm online load balancing palmer method johnson method |
| title | ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines |
| title_full | ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines |
| title_fullStr | ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines |
| title_full_unstemmed | ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines |
| title_short | ptimal Allocation of Orders in the Online Load Distribution and Load Balancing of Assembly Lines |
| title_sort | ptimal allocation of orders in the online load distribution and load balancing of assembly lines |
| topic | oba-rh algorithm online load balancing palmer method johnson method |
| url | https://jemsc.qom.ac.ir/article_1308_c7c6d1fc9e8d5729d4802899034bdf80.pdf |
| work_keys_str_mv | AT nimarahmani ptimalallocationofordersintheonlineloaddistributionandloadbalancingofassemblylines AT amirnajafi ptimalallocationofordersintheonlineloaddistributionandloadbalancingofassemblylines |