Automated steel reinforcement detailing in reinforced concrete frames using evolutionary optimization and artificial potential field

被引:8
|
作者
Xu, Chengran [1 ]
Liu, Jiepeng [1 ]
Wu, Zhou [2 ]
Chen, Y. Frank [1 ,3 ]
机构
[1] Chongqing Univ, Sch Civil Engn, 174 Shazheng St, Chongqing 400044, Peoples R China
[2] Chongqing Univ, Sch Automat, 174 Shazheng St, Chongqing 400044, Peoples R China
[3] Penn State Univ, Dept Civil Engn, Middletown, PA 17057 USA
基金
中国国家自然科学基金;
关键词
Reinforced concrete (RC) frames; Steel reinforcement; Rebar combination; Rebar layout; Evolution algorithms; Artificial potential field (APF); OPTIMUM DESIGN; FLEXURAL DESIGN;
D O I
10.1016/j.autcon.2022.104224
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Steel reinforcement detailing is critical in the reinforced concrete (RC) frame design of collision-free rebar layouts. This paper presents a methodological framework for automated steel reinforcement detailing. An optimization model is developed to calculate optimal rebar combinations, where material cost and construction convenience are considered. The neighborhood field optimization (NFO) algorithm is applied to obtain the solution, and an integrated artificial potential field (APF) and NFO method is proposed to automatically generate a collision-free rebar layout, where the NFO enables agents to escape from the local minimum point of the APF. The developed framework is applied to two RC frames to determine the diameter, length, and position of each rebar. The results show that the developed framework can rapidly and accurately complete steel reinforcement detailing for various RC frames.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Predetermination of potential plastic hinges on reinforced concrete frames using GFRP reinforcement
    Dominik Kueres
    Dritan Topuzi
    Maria Anna Polak
    Frontiers of Structural and Civil Engineering, 2022, 16 : 624 - 637
  • [2] Predetermination of potential plastic hinges on reinforced concrete frames using GFRP reinforcement
    KUERES Dominik
    TOPUZI Dritan
    POLAK Maria Anna
    Frontiers of Structural and Civil Engineering, 2022, 16 (05) : 624 - 637
  • [3] Predetermination of potential plastic hinges on reinforced concrete frames using GFRP reinforcement
    Kueres, Dominik
    Topuzi, Dritan
    Polak, Maria Anna
    FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 2022, 16 (05) : 624 - 637
  • [4] Optimization of reinforced concrete building frames with automated grouping of columns
    Boscardin, Juliana Triches
    Yepes, Victor
    Kripka, Moacir
    AUTOMATION IN CONSTRUCTION, 2019, 104 : 331 - 340
  • [5] Algorithm for Evolutionary Optimization of Reinforced Concrete Frames Subject to Nonlinear Material Deformation
    Serpik, I. N.
    Mironenko, I. V.
    Averchenkov, V. I.
    2ND INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING (ICIE-2016), 2016, 150 : 1311 - 1316
  • [6] Cost optimization of reinforced concrete frames using genetic algorithms
    Habte, Bedilu
    Yilma, Elias
    INTERNATIONAL JOURNAL OF OPTIMIZATION AND CONTROL-THEORIES & APPLICATIONS-IJOCTA, 2021, 11 (01): : 59 - 67
  • [7] Automated optimization of steel reinforcement in RC building frames using building information modeling and hybrid genetic algorithm
    Mangal, Mohit
    Cheng, Jack C. P.
    AUTOMATION IN CONSTRUCTION, 2018, 90 : 39 - 57
  • [8] Experimental study on cyclic response of concrete frames reinforced by Steel-CFRP hybrid reinforcement
    Song, Shoutan
    Wang, Guan
    Min, Xinzhe
    Duan, Ning
    Tu, Yongming
    Journal of Building Engineering, 2021, 34
  • [9] Experimental study on cyclic response of concrete frames reinforced by Steel-CFRP hybrid reinforcement
    Song, Shoutan
    Wang, Guan
    Min, Xinzhe
    Duan, Ning
    Tu, Yongming
    JOURNAL OF BUILDING ENGINEERING, 2021, 34
  • [10] Optimal design of reinforced concrete plane frames using artificial neural networks
    Kao, Chin-Sheng
    Yeh, I-Cheng
    COMPUTERS AND CONCRETE, 2014, 14 (04): : 445 - 462