首页|基于BIM+GA+SA的地铁智慧施工管理系统优化

基于BIM+GA+SA的地铁智慧施工管理系统优化

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为实现地铁TBM施工项目工期、成本、质量等多目标的优化管理,基于BIM Revit平台,将遗传算法(GA)和模拟退火算法(SA)引入到施工方案的模拟和寻优中,构建基于BIM+GA+SA的地铁智慧施工管理系统.结果表明,系统自带的遗传算法(GA)+模拟退火算法(SA)可以避免陷入局部最优解困局,具有较强的局部搜索能力、收敛性和稳定性;系统在广州地铁3号线某盾构区间段获得了较好的应用成果,从768种施工组织方案中优选了13种施工方案,系统对这13种施工方案进行了工期、成本和质量的对比,为项目部提供了最佳的施工方案,能够确保地铁TBM工程施工在工期-成本-质量方面达到综合效益最佳的效果.
Optimization of subway intelligent construction management system based on BIM+GA+SA
In order to realize the optimal management of the construction period,cost,quality and other objectives of the subway TBM construction project,based on the BIM Revit platform,genetic algorithm(GA)and simulated annealing algorithm(SA)were introduced into the simulation and optimization of construction plans,and a subway intelligent construction management system based on BIM+GA+SA was constructed.The results showed that the system's built-in genetic algorithm(GA)+simulated annealing algorithm(SA)could avoid being trapped in local optimal solutions,and had strong local search ability,convergence,and stability.The system had achieved good ap-plication results in a shield tunneling section of Guangzhou Metro Line 3.Thirteen construction plans were selected from 768 construction organization plans,and the duration,cost,and quality of these 13 construction plans were compared by the system,providing the best construction plan for the project department to ensure that the construc-tion of the subway TBM project achieves the best comprehensive benefits in terms of duration,cost,and quality.

TBMBIM Revitsmart construction management systemgenetic algorithmsimulated annealing algo-rithm

李万博、苏俊伟、张乐华、屈伟锋

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佛山市地铁建设有限公司,广东 佛山 528000

中铁一局集团 新运工程有限公司,广东 佛山 528000

TBM BIM Revit 智慧施工管理系统 遗传算法 模拟退火算法

2025

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湖北省襄樊市胶粘技术研究所

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影响因子:0.364
ISSN:1001-5922
年,卷(期):2025.52(1)