Interactive and Immersive Process-Level Digital Twin for Collaborative Human-Robot Construction Work

被引:77
|
作者
Wang, Xi [1 ]
Liang, Ci-Jyun [1 ]
Menassa, Carol C. [1 ]
Kamat, Vineet R. [1 ]
机构
[1] Univ Michigan, Civil & Environm Engn, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
Digital twin; Construction robots; Immersive virtual reality; Human-robot collaboration; TELEOPERATION SYSTEM; FRAMEWORK; SIMULATION; INTERFACE; REALITY; LATENCY; SAFETY; BIM;
D O I
10.1061/(ASCE)CP.1943-5487.0000988
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Human cognition plays a critical role in construction work, particularly in the context of high-level task planning and in-field improvisation. On the other hand, robots are adept at performing numerical computation and repetitive physical tasks with precise motion control. The unstructured and complex nature of construction environments and the inability to maintain tight tolerances in assembled workpieces pose several unique challenges to the wide application of robots in construction work. Thus, the robotization of field construction processes is best conceived as a collaborative human-robot endeavor that takes advantage of both human and robot intelligence as well as robots' physical operation capabilities to overcome uncertainties and successfully perform useful construction work onsite. This paper proposes an interactive and immersive process-level digital twin (I2PL-DT) system in virtual reality (VR) that integrates visualization and supervision, task planning and execution, and bidirectional communication to enable collaborative human-robot construction work. In this work paradigm, the human worker is responsible for high-level task planning and work process supervision. The robot undertakes workspace sensing and monitoring, detailed motion planning, and physical execution of the work. A drywall installation case study involving imperfect rough carpentry (wall framing) is presented using a KUKA mobile industrial robotic arm emulator. A human-in-the-loop study involving 20 subjects was conducted for system verification and to collect feedback for future improvements. The experimental results show that users can use the system to specify work sequences, select optimal task plans, and perform robot trajectory guidance after simple training and felt positive about the system functions and user experience. The system demonstrates the potential of transitioning the role of construction workers from physical task performers to robot supervisors. In addition, the system establishes a promising framework for construction workers to remotely collaborate with onsite construction robots.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Digital Twin for Designing and Reconfiguring Human-Robot Collaborative Assembly Lines
    Kousi, Niki
    Gkournelos, Christos
    Aivaliotis, Sotiris
    Lotsaris, Konstantinos
    Bavelos, Angelos Christos
    Baris, Panagiotis
    Michalos, George
    Makris, Sotiris
    APPLIED SCIENCES-BASEL, 2021, 11 (10):
  • [2] Digital Twin for Human-Robot Collaboration in Manufacturing: Review and Outlook
    Ramasubramanian, Aswin K.
    Mathew, Robins
    Kelly, Matthew
    Hargaden, Vincent
    Papakostas, Nikolaos
    APPLIED SCIENCES-BASEL, 2022, 12 (10):
  • [3] Digital Twin-based Design and Operation of Human-Robot Collaborative Assembly
    Wang, Yichen
    Feng, Jindan
    Liu, Jinshan
    Liu, Xiaojun
    Wang, Junfeng
    IFAC PAPERSONLINE, 2022, 55 (02): : 295 - 300
  • [4] A consistency method for digital twin model of human-robot collaboration
    Ma, Xin
    Qi, Qinglin
    Cheng, Jiangfeng
    Tao, Fei
    JOURNAL OF MANUFACTURING SYSTEMS, 2022, 65 : 550 - 563
  • [5] Enhancing perceived safety in human-robot collaborative construction using immersive virtual environments
    You, Sangseok
    Kim, Jeong-Hwan
    Lee, SangHyun
    Kamat, Vineet
    Robert, Lionel P., Jr.
    AUTOMATION IN CONSTRUCTION, 2018, 96 : 161 - 170
  • [6] Digital twin-enabled advance execution for human-robot collaborative assembly
    Liu, Sichao
    Wang, Xi Vincent
    Wang, Lihui
    CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2022, 71 (01) : 25 - 28
  • [7] Integrated optimisation of human-robot collaborative disassembly planning and adaptive evaluation driven by a digital twin
    Yuan, Gang
    Lv, Feng
    Shi, Jin
    Tian, Guangdong
    Feng, Yixiong
    Li, Zhiwu
    Pham, Duc Truong
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2024,
  • [8] Digital twins for collaborative robots: A case study in human-robot interaction
    Malik, Ali Ahmad
    Brem, Alexander
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2021, 68 (68)
  • [9] Digital twin-enabled human-robot collaborative teaming towards sustainable and healthy built environments
    Lu, Weisheng
    Chen, Junjie
    Fu, Yonglin
    Pan, Yipeng
    Ghansah, Frank Ato
    JOURNAL OF CLEANER PRODUCTION, 2023, 412
  • [10] A digital twin-based human-robot collaborative system for the assembly of complex-shaped architectures
    Zhang Ye
    Luo Jingyu
    Yang Hongwei
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2022,