BIM-supported drone path planning for building exterior surface inspection

被引:11
|
作者
Huang, Xiongwei [1 ]
Liu, Yongping [1 ]
Huang, Lizhen [1 ]
Stikbakke, Sverre [1 ]
Onstein, Erling [1 ]
机构
[1] Norwegian Univ Sci & Technol, NTNU, Dept Mfg & Civil Engn, Teknol Vn 22, N-2815 Gjovik, Norway
基金
芬兰科学院;
关键词
Building information modeling; Drone; Coverage path planning; Virtual simulation; Building inspection; COVERAGE; COMPLEX;
D O I
10.1016/j.compind.2023.104019
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Digitalization in the architectural, engineering, and construction (AEC) industry highlights the interdisciplinary collaboration between complex systems to provide fast and efficient services. This paper incorporates Building Information Modeling (BIM) and drone, and generates feasible paths for exterior building surface inspections. A systematic approach was proposed, focusing on the overall automatic procedure from the BIM model to the actual flight of the drone in a real-world building environment. The proposed method comprises five main steps: BIM to point cloud represented surface model generation, viewpoint determination, path planning, virtual simulation, and actual flight. In particular, the basic function could generate an inspection path for the whole building that guarantees high coverage rates, obstacle avoidance, and collision-free operation. The advanced function provides four types of building-specific decomposition strategies capable of overcoming the complex building structure shape, enabling reasonable inspection ranges, and enhancing computation efficiency. To simulate a drone's inspection procedure and evaluate its performance in various contexts, an integrated platform based on a game engine and Airsim was developed. In addition, a case study was conducted to demonstrate the effectiveness of the method. The results demonstrate that the proposed BIM-enabled path planning can assist drones in conducting building inspection tasks with considerable applicability and flexibility.
引用
收藏
页数:21
相关论文
共 36 条
  • [21] A Path-Planning Method for Wall Surface Inspection Robot Based on Improved Genetic Algorithm
    Tao, Yong
    Wen, Yufang
    Gao, He
    Wang, Tianmiao
    Wan, Jiahao
    Lan, Jiangbo
    ELECTRONICS, 2022, 11 (08)
  • [22] Free-form surface inspection path planning using improved ant colony optimisation algorithm
    Chen, Yueping
    Tan, Bo
    ENGINEERING RESEARCH EXPRESS, 2022, 4 (03):
  • [23] Enhanced discrete particle swarm optimization path planning for UAV vision-based surface inspection
    Manh Duong Phung
    Cong Hoang Quach
    Tran Hiep Dinh
    Ha, Quang
    AUTOMATION IN CONSTRUCTION, 2017, 81 : 25 - 33
  • [24] A path planning method for a surface inspection system based on two-dimensional laser profile scanner
    Li, Lina
    Xu, De
    Niu, Linkai
    Lan, Yuan
    Xiong, Xiaoyan
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2019, 16 (04): : 1 - 13
  • [25] Five-Axis Trochoidal Sweep Scanning Path Planning for Free-Form Surface Inspection
    Li, Zhaoyu
    Tang, Kai
    Hu, Pengcheng
    Huang, Lihua
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 20 (02) : 1139 - 1155
  • [26] Collision-free path planning for efficient inspection of free-form surface by using a trigger probe
    Zhao, Zhengcai
    Li, Yao
    Fu, Yucan
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 120 (3-4): : 2183 - 2200
  • [27] Collision-Free Path Planning for Efficient Inspection of Free-Form Surface by Using a Trigger Probe
    Zhao, Zhengcai
    Li, Yao
    Fu, Yucan
    Ding, Dawei
    ADVANCES IN MANUFACTURING TECHNOLOGY XXXIV, 2021, 15 : 204 - 209
  • [28] Collision-free path planning for efficient inspection of free-form surface by using a trigger probe
    Zhengcai Zhao
    Yao Li
    Yucan Fu
    The International Journal of Advanced Manufacturing Technology, 2022, 120 : 2183 - 2200
  • [29] Evaluation and Enhancement of Resolution-Aware Coverage Path Planning Method for Surface Inspection Using Unmanned Aerial Vehicles
    Wu, Weitong
    Funabora, Yuki
    Doki, Shinji
    Doki, Kae
    Yoshikawa, Satoru
    Mitsuda, Tetsuji
    Xiang, Jingyu
    IEEE ACCESS, 2024, 12 : 16753 - 16766
  • [30] Extracting Skeletons of Two-Manifold Triangular Mesh Surface for Planning Skeleton-Guided Five-Axis Surface Inspection Path
    Zhang, Yang
    Shen, Yijun
    Zhu, Limin
    Huang, Nuodi
    Hu, Pengcheng
    JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2022, 144 (12):