To estimate the investment
and benefits of the application of digital twins in the four aspects of cost,
efficiency, quality, and safety, and analyze the complex factors and
interdependence, a method combining DEMATEL(decision-making trial and
evaluation laboratory) method and system dynamics is proposed to deconstruct
and model the dependency relationship of various indices. First, 17 behavioral
indices and performance evaluation indices of system dynamics model are
determined. Second, DEMATEL method is used to quantitatively analyze the
dependencies and transfer effects among indices, and the causal loop
diagram(CLD) of the system dynamics model is constructed based on the
comprehensive relationship matrix to reduce the subjectivity of the system
dynamics model construction. Finally, based on CLD and the actual data of a
tunnel in Yunnan, China, a multi-factor
dynamic model of the construction digital twin benefit analysis system is
constructed. The results show that when the mechanical cost is less than 7% of
the total construction cost, the construction efficiency decreases
significantly, and the sensor and mechanical input improve the performance
approximately linearly, while there is a boundary effect when the information
input exceeds 0.9% of the total cost.
DING Wanqin, ZHOU Yunxin, XU Motao, WANG Jin, LI Tao, LYU Yanyun, PANG Bo
. Application Benefit
Analysis of Digital Twin Technology in
Tunnel Construction Based on DEMATEL
and System Dynamics[J]. Tunnel Construction, 2024
, 44(S1)
: 197
-203
.
DOI: 10.3973/j.issn.2096-4498.2024.S1.021