Intelligent Optimization of Tower Crane Location and Layout Based on Firefly Algorithm

被引:0
|
作者
Liu, Cong [1 ]
Zhang, Fangqing [2 ]
Han, Xiaojian [1 ]
Ye, Hongyu [3 ]
Shi, Zanxi [1 ]
Zhang, Jie [1 ]
Wang, Tiankuo [1 ]
She, Jianjun [1 ]
Zhang, Tianyue [1 ]
机构
[1] Nanjing Tech Univ, Coll Civil Engn, Nanjing 211816, Peoples R China
[2] China Design Grp Co Ltd, Urban Planning & Design Inst, Nanjing 210014, Peoples R China
[3] Southeast Univ, Sch Architecture, Nanjing 210096, Peoples R China
关键词
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The existing tower crane positioning layout mainly depends on the experience of construction personnel, and the best tower crane positioning can be found through a large number of manual data calculation. This manual method is time-consuming and impractical. In view of this, aiming at the current situation that building information modeling (BIM) software can only obtain the relative coordinates of components, this article puts forward the key technology of importing computer-aided design (CAD) graphics into geographic information system (GIS) software to automatically obtain the world coordinate information. By clarifying the transfer relationship between the component material supply point, the component initial positioning point, and the tower crane optional positioning point, as well as the cooperative relationship between each positioning point and the tower crane operation, the tower crane positioning optimization model is formed, and the firefly algorithm is used to automatically calculate and generate the best positioning layout method of the tower crane on the project site. In this study, the vertical transportation and positioning of components are studied, and intelligent construction is formed by integrating information technology. It can further enrich the functions of perception, analysis, decision-making, and optimization; realize the decision-making intelligence of industrial buildings; and achieve the organic unity of engineering construction execution system and decision-making command system.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Intelligent Optimization of Tower Crane Location and Layout Based on Firefly Algorithm
    Liu, Cong
    Zhang, Fangqing
    Han, Xiaojian
    Ye, Hongyu
    Shi, Zanxi
    Zhang, Jie
    Wang, Tiankuo
    She, Jianjun
    Zhang, Tianyue
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [2] Particle bee algorithm for tower crane layout with material quantity supply and demand optimization
    Lien, Li-Chuan
    Cheng, Min-Yuan
    [J]. AUTOMATION IN CONSTRUCTION, 2014, 45 : 25 - 32
  • [3] An Upgraded Sine Cosine Algorithm for Tower Crane Selection and Layout Problem
    Kaveh, Ali
    Vazirinia, Yasin
    [J]. PERIODICA POLYTECHNICA-CIVIL ENGINEERING, 2020, 64 (02): : 325 - 343
  • [4] Robot Workcell Layout Optimization Using Firefly Algorithm
    Alim, Akif Muhtasim
    Ponnambalam, S. G.
    Kanagaraj, G.
    [J]. SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING (SEMCCO 2015), 2016, 9873 : 188 - 200
  • [5] The Intelligent Layout of the Ship Piping System Based on the Optimization Algorithm
    Wei, Zhiguo
    Wu, Jun
    Li, Zhe
    Cheng, Shangfang
    Yan, Xiaojiang
    Wang, Shunsen
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (07):
  • [6] Firefly Optimization-Based Cooperative Localization Algorithm for Intelligent IoT
    Liu, Cheng peng
    Xia, Bin
    Zhang, Liye
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2022, 2022
  • [7] RESEARCH ON DYNAMIC OPTIMIZATION ALGORITHM OF WAREHOUSING LOCATION LAYOUT BASED ON NONLINEAR OPTIMIZATION
    Chen, Guang
    Tu, Zhiwei
    Zhang, Sheng
    Fang, Jing
    She, Fan
    [J]. SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (03): : 1940 - 1949
  • [8] A BIM-based approach for automated tower crane layout planning
    Wang, Jun
    Zhang, Xuedong
    Shou, Wenchi
    Wang, Xiangyu
    Xu, Bo
    Kim, Mi Jeong
    Wu, Peng
    [J]. AUTOMATION IN CONSTRUCTION, 2015, 59 : 168 - 178
  • [9] Multidisciplinary Optimization Design for the Section Layout of Umbilicals Based on Intelligent Algorithm
    Yang, Zhixun
    Lu, Qingzhen
    Yan, Jun
    Chen, Jinlong
    Yue, Qianjin
    [J]. JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME, 2018, 140 (03):
  • [10] Research of Intelligent Monitoring System of Tower Crane Based On RFID
    Zheng, Xijian
    Zeng, Jinbao
    Zhang, Hong
    [J]. MECHATRONICS AND INTELLIGENT MATERIALS III, PTS 1-3, 2013, 706-708 : 990 - 994