School of Civil Engineering, University College Dublin, D04V1W8 Dublin, Ireland.
Department of Civil Engineering and Management, University of Twente, 7522 NB Enschede, The Netherlands.
Sensors (Basel). 2024 May 21;24(11):3287. doi: 10.3390/s24113287.
Bridges are critical components of transportation networks, and their conditions have effects on societal well-being, the economy, and the environment. Automation needs in inspections and maintenance have made structural health monitoring (SHM) systems a key research pillar to assess bridge safety/health. The last decade brought a boom in innovative bridge SHM applications with the rise in next-generation smart and mobile technologies. A key advancement within this direction is smartphones with their sensory usage as SHM devices. This focused review reports recent advances in bridge SHM backed by smartphone sensor technologies and provides case studies on bridge SHM applications. The review includes model-based and data-driven SHM prospects utilizing smartphones as the sensing and acquisition portal and conveys three distinct messages in terms of the technological domain and level of mobility: (i) vibration-based dynamic identification and damage-detection approaches; (ii) deformation and condition monitoring empowered by computer vision-based measurement capabilities; (iii) drive-by or pedestrianized bridge monitoring approaches, and miscellaneous SHM applications with unconventional/emerging technological features and new research domains. The review is intended to bring together bridge engineering, SHM, and sensor technology audiences with decade-long multidisciplinary experience observed within the smartphone-based SHM theme and presents exemplary cases referring to a variety of levels of mobility.
桥梁是交通网络的关键组成部分,其状况会影响社会福祉、经济和环境。检查和维护的自动化需求使得结构健康监测 (SHM) 系统成为评估桥梁安全/健康的关键研究支柱。在新一代智能和移动技术的推动下,过去十年中出现了许多创新的桥梁 SHM 应用,迎来了繁荣期。在这个方向上的一个关键进展是具有传感器功能的智能手机,可用作 SHM 设备。本重点综述报告了基于智能手机传感器技术的桥梁 SHM 的最新进展,并提供了桥梁 SHM 应用的案例研究。该综述包括基于模型和数据驱动的 SHM 前景,利用智能手机作为传感和采集门户,并就技术领域和移动性水平传达了三个不同的信息:(i)基于振动的动力识别和损伤检测方法;(ii)基于计算机视觉测量能力的变形和状态监测;(iii) 驱车或行人监测方法,以及具有非常规/新兴技术特点和新研究领域的其他 SHM 应用。本综述旨在将桥梁工程、SHM 和传感器技术受众聚集在一起,共同探讨基于智能手机的 SHM 主题的十年多学科经验,并提供各种移动性水平的典型案例。