Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm
Prefabricated components production line optimization is critical for improving industrialized building construction efficiency; however, few studies focus on the production line optimization problem in context of industrialized building construction. In order to optimize the large random orders in...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Civil Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/2411458 |
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| _version_ | 1849684425939353600 |
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| author | Xiaobo Chen Fangfang Yu Hengyu Zhou Zhengdao Li Kuo-Jui Wu Xikun Qian |
| author_facet | Xiaobo Chen Fangfang Yu Hengyu Zhou Zhengdao Li Kuo-Jui Wu Xikun Qian |
| author_sort | Xiaobo Chen |
| collection | DOAJ |
| description | Prefabricated components production line optimization is critical for improving industrialized building construction efficiency; however, few studies focus on the production line optimization problem in context of industrialized building construction. In order to optimize the large random orders in the prefabricated components production process, this research proposes a model to minimize variance of the production capacity utilization of prefabricated components in the production cycle, and the ant colony optimization algorithm is introduced to solve the mixed production line sequencing optimization problem. By optimizing the sequence, the production capacity of the component production is balanced, and the capacity utilization rate in the industrialized building construction process is improved. Finally, the effectiveness of the method is verified through a real case of fabricated building components production. The results show that the variance of daily production capacity utilization rate of the optimized hybrid component production line has reduced to 0.53%, which is significantly lower than the 2.45% before optimization. The proposed model could effectively achieve the production capacity balance of prefabricated components production line. |
| format | Article |
| id | doaj-art-bb128699c71a4b20bdcfa09a90058743 |
| institution | DOAJ |
| issn | 1687-8094 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Civil Engineering |
| spelling | doaj-art-bb128699c71a4b20bdcfa09a900587432025-08-20T03:23:27ZengWileyAdvances in Civil Engineering1687-80942022-01-01202210.1155/2022/2411458Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization AlgorithmXiaobo Chen0Fangfang Yu1Hengyu Zhou2Zhengdao Li3Kuo-Jui Wu4Xikun Qian5School of Investment & Construction ManagementSchool of Investment & Construction ManagementSchool of Investment & Construction ManagementCollege of Civil EngineeringSchool of ManagementSchool of Investment & Construction ManagementPrefabricated components production line optimization is critical for improving industrialized building construction efficiency; however, few studies focus on the production line optimization problem in context of industrialized building construction. In order to optimize the large random orders in the prefabricated components production process, this research proposes a model to minimize variance of the production capacity utilization of prefabricated components in the production cycle, and the ant colony optimization algorithm is introduced to solve the mixed production line sequencing optimization problem. By optimizing the sequence, the production capacity of the component production is balanced, and the capacity utilization rate in the industrialized building construction process is improved. Finally, the effectiveness of the method is verified through a real case of fabricated building components production. The results show that the variance of daily production capacity utilization rate of the optimized hybrid component production line has reduced to 0.53%, which is significantly lower than the 2.45% before optimization. The proposed model could effectively achieve the production capacity balance of prefabricated components production line.http://dx.doi.org/10.1155/2022/2411458 |
| spellingShingle | Xiaobo Chen Fangfang Yu Hengyu Zhou Zhengdao Li Kuo-Jui Wu Xikun Qian Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm Advances in Civil Engineering |
| title | Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm |
| title_full | Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm |
| title_fullStr | Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm |
| title_full_unstemmed | Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm |
| title_short | Mixed Production Line Optimization of Industrialized Building Based on Ant Colony Optimization Algorithm |
| title_sort | mixed production line optimization of industrialized building based on ant colony optimization algorithm |
| url | http://dx.doi.org/10.1155/2022/2411458 |
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