Integrating building information modelling and firefly algorithm to optimize tower crane layout
Tower crane layout design and planning within construction site is a common construction technical issue and regarded as a complex combinatorial problem. To transport heavy materials, such as rebar, formwork, scaffolding, equipment and steel, tower cranes are needed and should be well located to red...
| Main Authors: | , , , , |
|---|---|
| Format: | Conference Paper |
| Published: |
University of Technology Sydney
2014
|
| Online Access: | http://hdl.handle.net/20.500.11937/18637 |
| _version_ | 1848749801957490688 |
|---|---|
| author | Wang, J. Liu, J. Shou, W. Wang, Xiangyu Hou, L. |
| author_facet | Wang, J. Liu, J. Shou, W. Wang, Xiangyu Hou, L. |
| author_sort | Wang, J. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Tower crane layout design and planning within construction site is a common construction technical issue and regarded as a complex combinatorial problem. To transport heavy materials, such as rebar, formwork, scaffolding, equipment and steel, tower cranes are needed and should be well located to reduce construction cost and improve safety management. Currently, practitioners in the industry are over-reliance on individual experience and subjective judgment during decision-making process. The purpose of this paper wants to develop a well-defined approach, which integrating Building Information Modelling (BIM) and firefly algorithm to come up with an optimal tower crane layout for construction projects. Firstly, BIM technology is utilized to automatically generate the quantity of materials which need to be transported. Then firefly algorithms are used to determine the locations of tower cranes, supply points and demand points according to transportation requirement, time and cost. Thirdly, the optimal tower crane layout scheme will be visualized by 4-Dimension (4D) BIM to verify its constructability and safety based on computer simulation and individual experience. Finally, a practical case is selected to evaluate the developed approach. In addition, some lessons learned and issues are highlighted that help direct future research and implementation. The optimization results of the example are very promising and it demonstrates the application value of the approach. |
| first_indexed | 2025-11-14T07:26:43Z |
| format | Conference Paper |
| id | curtin-20.500.11937-18637 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:26:43Z |
| publishDate | 2014 |
| publisher | University of Technology Sydney |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-186372017-01-30T12:08:57Z Integrating building information modelling and firefly algorithm to optimize tower crane layout Wang, J. Liu, J. Shou, W. Wang, Xiangyu Hou, L. Tower crane layout design and planning within construction site is a common construction technical issue and regarded as a complex combinatorial problem. To transport heavy materials, such as rebar, formwork, scaffolding, equipment and steel, tower cranes are needed and should be well located to reduce construction cost and improve safety management. Currently, practitioners in the industry are over-reliance on individual experience and subjective judgment during decision-making process. The purpose of this paper wants to develop a well-defined approach, which integrating Building Information Modelling (BIM) and firefly algorithm to come up with an optimal tower crane layout for construction projects. Firstly, BIM technology is utilized to automatically generate the quantity of materials which need to be transported. Then firefly algorithms are used to determine the locations of tower cranes, supply points and demand points according to transportation requirement, time and cost. Thirdly, the optimal tower crane layout scheme will be visualized by 4-Dimension (4D) BIM to verify its constructability and safety based on computer simulation and individual experience. Finally, a practical case is selected to evaluate the developed approach. In addition, some lessons learned and issues are highlighted that help direct future research and implementation. The optimization results of the example are very promising and it demonstrates the application value of the approach. 2014 Conference Paper http://hdl.handle.net/20.500.11937/18637 University of Technology Sydney restricted |
| spellingShingle | Wang, J. Liu, J. Shou, W. Wang, Xiangyu Hou, L. Integrating building information modelling and firefly algorithm to optimize tower crane layout |
| title | Integrating building information modelling and firefly algorithm to optimize tower crane layout |
| title_full | Integrating building information modelling and firefly algorithm to optimize tower crane layout |
| title_fullStr | Integrating building information modelling and firefly algorithm to optimize tower crane layout |
| title_full_unstemmed | Integrating building information modelling and firefly algorithm to optimize tower crane layout |
| title_short | Integrating building information modelling and firefly algorithm to optimize tower crane layout |
| title_sort | integrating building information modelling and firefly algorithm to optimize tower crane layout |
| url | http://hdl.handle.net/20.500.11937/18637 |