Holistic digital-twin-based framework to improve tunnel lighting environment: From methodology to application

Abstract

The design of the lighting environment inside the tunnel has a profound impact on the long-term operation of the tunnel. The existing field studies, full-scale experiments and simulation methods, mostly focus on the luminance level inside the tunnel, ignoring the effect of the luminaires and decorations from the visual perspective. This paper proposed a novel digital-twin-based integral method, including virtual world design (the virtual reality (VR) experiment and the numerical simulation) and real-world validation (the tunnel mock-up experiment and the field experiment), to improve the design of the luminaires and decorations in the interior zone of the tunnel. The VR experiment and numerical simulation in lighting software were firstly conducted to determine the lighting parameters. Then the obtained lighting scheme was tested and validated in the real scenarios, where tunnel mock-up experiments and field experiments were conducted respectively. According to the results from the numerical simulations and VR experiments, the double-side luminance scheme is more conducive to driving safety and once the power of the luminaires is excessive low, the driver's attention variation rate is also unsatisfied. Moreover, the use of the anti-collision lower-side luminaires enhances the luminance level of the road surface and the sidewall to a certain level. The obtained lighting scheme was applied in a newly built tunnel in Hangzhou. The statistics of accidents data indicate that the installed luminaires and decorations, which are obtained from virtual simulation, can provide a considerably safe lighting environment. Ten months of accident statistics show that the breakdown rate in this tunnel was only 10% of the similar tunnels, and the accident rate was only 3%, thus the safety and environmental performance have been proved to be significantly improved.