Automated and qualitative structural evaluation of floor plans for remodeling apartment housing

被引:6
作者
Kim, Seongah [1 ]
Ryu, Hyeongmin [2 ]
Kim, Jinyoung [2 ]
机构
[1] Sungkyunkwan Univ, Global Engn Inst, Ultimate Soc Res Unit, Suwon 16419, South Korea
[2] Ajou Univ, Dept Architectural Engn, Suwon 16499, Gyeonggi, South Korea
关键词
remodeling; automated floor plan evaluation; load-bearing wall; apartment house; LIFE-CYCLE; DECISION-SUPPORT; LINE DETECTION; BUILDINGS; RENOVATION; ENERGY; STEEL;
D O I
10.1093/jcde/qwaa085
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Many floor plans are proposed during the early stage of an apartment housing remodeling project as it involves a multitude of entities with different stakes. Consequently, the process to converge the opinions per the individual's preference on an agreed remodeling floor plan becomes repetitive and time consuming. For these reasons, structural evaluation of each proposed conceptual plan is often bypassed and postponed until a finalized floor plan is determined. An automated structural evaluation application for architectural floor plans of apartment housing with the load-bearing wall system is developed on this necessity. The application reads the conceptual drawings and returns various supportive information regarding structural performance, almost instantly. The outputs from the application include the amount of removed, remaining, and new bearing walls, 3D views of each wall component overlaid on the floor plans and their dimensions, area moment of inertia (AMOI) of the walls, torsional resistance of the floor plans, and other supportive indices. For easy and intuitive communication with the users, an abstract and simple quantitative value, structural index (SI), is suggested and included as one of the outputs in the application. In order to validate the developed automated application, a case study is conducted with an ongoing remodeling project, and the results, accuracy, and processing time are compared with the conventional hand calculation method. The application is accurate with errors of less than 1.3%, while the processing speed is nearly seven times faster. With the developed application, the designers could evaluate their conceptual drawings in almost real time. In addition, the stakeholders would communicate in a more straightforward language with the outputs of the application, such as the AMOI evaluation and SI results. Consequently, it is anticipated that the decision-making process during the early stage of a remodeling project would be expedited with the help of the developed automated application.
引用
收藏
页码:376 / 391
页数:16
相关论文
共 31 条
  • [1] Automatic analysis and sketch-based retrieval of architectural floor plans
    Ahmed, Sheraz
    Weber, Markus
    Liwicki, Marcus
    Langenhan, Christoph
    Dengel, Andreas
    Petzold, Frank
    [J]. PATTERN RECOGNITION LETTERS, 2014, 35 : 91 - 100
  • [2] Selection of renovation actions using multi-criteria "knapsack" model
    Alanne, K
    [J]. AUTOMATION IN CONSTRUCTION, 2004, 13 (03) : 377 - 391
  • [3] Determination and Assessment of Optimum Internal Thermal Insulation for Masonry Walls in Historic Multifamily Buildings
    Amirzadeh, Amir
    Strand, Richard K.
    Hammann, Ralph E.
    Bhandari, Mahabir S.
    [J]. JOURNAL OF ARCHITECTURAL ENGINEERING, 2018, 24 (03)
  • [4] Analyzing building-height restrictions: predicted impacts and welfare costs
    Bertaud, A
    Brueckner, JK
    [J]. REGIONAL SCIENCE AND URBAN ECONOMICS, 2005, 35 (02) : 109 - 125
  • [5] Choi Jaepil, 2016, [Journal of the Architectural Institute of Korea Planning & Design, 대한건축학회논문집 계획계], V32, P33, DOI 10.5659/JAIK_PD.2016.32.4.33
  • [6] Choi Jaepil, 2010, [JOURNAL OF THE KOREAN HOUSING ASSOCIATION, 한국주거학회논문집], V21, P33
  • [7] CVC-FP and SGT: a new database for structural floor plan analysis and its groundtruthing tool
    de las Heras, Lluis-Pere
    Terrades, Oriol Ramos
    Robles, Sergi
    Sanchez, Gemma
    [J]. INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2015, 18 (01) : 15 - 30
  • [8] Statistical segmentation and structural recognition for floor plan interpretation
    de las Heras, Lluis-Pere
    Ahmed, Sheraz
    Liwicki, Marcus
    Valveny, Ernest
    Sanchez, Gemma
    [J]. INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2014, 17 (03) : 221 - 237
  • [9] Real-time line detection through an improved Hough transform voting scheme
    Fernandes, Leandro A. F.
    Oliveira, Manuel M.
    [J]. PATTERN RECOGNITION, 2008, 41 (01) : 299 - 314
  • [10] Refurbishment decision support tools review-Energy and life cycle as key aspects to sustainable refurbishment projects
    Ferreira, Joaquim
    Pinheiro, Manuel Duarte
    de Brito, Jorge
    [J]. ENERGY POLICY, 2013, 62 : 1453 - 1460