RIOMS: An intelligent system for operation and maintenance of urban roads using spatio-temporal data in smart cities

Yu, Gao; Wang, Yi; Hu, Min; Shi, Lihua; Mao, Zeyu; Sugumaran, Vijayan

doi:10.1016/j.future.2020.09.010

Cited by 30 publications

(14 citation statements)

References 24 publications

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“…DT are also of great help to the construction of urban public facilities. To meet the future transportation needs of smart cities, Gang Yu [27] and his team devised a solution (ICT Artifact)that follows the Framework of Design Scientific Research (DSR) for intelligent urban road operations, proposed methods for organizing, collecting, and integrating spatial data for the entire life cycle of roads, and defined the functional requirements for smart city roads in the future. made a COBieber model for road maintenance.…”

Section: The Application Of Dt In Smartmentioning

confidence: 99%

“…Fan Xue [75] uses Light Detection And Langing (LiDAR) point clouds for urban object modeling, and uses format tower design principles to create city objects in the Fig. 8 COBieber for road maintenance [27] LiDAR point cloud autonomously through unsergencyed methods, greatly improving the efficiency of urban modeling.…”

Section: Smart Cities Uses Technology Related To Dtmentioning

confidence: 99%

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Application of Digital Twins in multiple fields

Guo

2022

Multimed Tools Appl

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With the development of science and technology, the high-tech industry is developing rapidly, and various new-age technologies continue to appear, and Digital Twins (DT) is one of them. As a brand-new interactive technology, DT technology can handle the interaction between the real world and the virtual world well. It has become a hot spot in the academic circles of all countries in the world. DT have developed rapidly in recent years result from centrality, integrity and dynamics. It is integrated with other technologies and has been applied in many fields, such as smart factory in industrial production, digital model of life in medical field, construction of smart city, security guarantee in aerospace field, immersive shopping in commercial field and so on. The introduction of DT is mostly a summary of concepts, and few practical applications of Digital Twins are introduced. The purpose of this paper is to enable people to understand the application status of DT technology. At the same time, the introduction of core technologies related to DT is interspersed in the application introduction. Finally, combined with the current development status of DT, predict the future development trend of DT and make a summary.

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Section: The Application Of Dt In Smartmentioning

confidence: 99%

Section: Smart Cities Uses Technology Related To Dtmentioning

confidence: 99%

Application of Digital Twins in multiple fields

Guo

2022

Multimed Tools Appl

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“…In view of an effective transition towards smarter and more reliable infrastructures and adapt management systems, even in urban contexts, the requirements in terms of data management, processing capability, ease of use, and efficiency are very high. 28,29 Big heterogeneous dataset and information that are often acquired using different systems with very high sampling frequencies derive from almost every point of the networks. This raises several doubts regarding the applicability of existing traditional methods for data management and processing.…”

Section: Introductionmentioning

confidence: 99%

Innovative smart road management systems in the urban context: Integrating smart sensors and miniaturized sensing systems

Praticò

Bosurgi

Bruneo

et al. 2022

Structural Contr & Hlth

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Especially in urban contexts, the detection of damages in road infrastructures is crucial for their management and efficiency. This entails complex measurement chains. Several solutions were already developed and applied (e.g., high speed monitoring systems or sensor-based systems), but the emerging smart city and smart road paradigms call for innovations in these fields. A possible solution could be the development of smart, non-intrusive, and sustainable sensing systems able to perform continuous monitoring, allowing automatic and timely generation of alarms and proper maintenance strategies from Road Management Systems (RMSs). Consequently, this study aims to demonstrate the feasibility of integrating miniaturized sensing systems with high-speed monitoring systems, to obtain innovative RMSs. In this regard, a specific webbased platform, the core of a Smart RMS, properly defined to acquire, correlate, and exploit data from several sources was developed. To this end, highperformance monitoring systems, an innovative sensing system (i.e., based on miniaturized devices and on feature-and signature-based methods), and Micro-electromechanical systems (i.e., smartphones accelerometers) were used. A new set of indicators has been set up and partly validated in the pursuit of setting out a new paradigm where Pavement Management Systems are supposed to become urban-oriented and less expensive. Results show that combining traditional and innovative solutions allows providing a comprehensive overview of both the structural condition and the performance of road infrastructures. This information could be used to exponentially improve the efficiency of current RMSs in forecasting the occurrence of damages and in scheduling more effective and sustainable management interventions.

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“…erefore, timely maintenance and repair of pavement are necessary [3]. Since the traditional arti cial detection and evaluation are slow and expensive, pavement detection and evaluation gradually transit from arti cial to intelligent [4][5][6]. An e cient and intelligent inspection system includes two parts: detection and measurement.…”

Section: Introductionmentioning

confidence: 99%

High-Precision Volume Measurement of Potholes in Pavement Maintenance

Huang

Zhou

Liu

et al. 2022

Mathematical Problems in Engineering

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Accurate three-dimensional measurement of potholes is a significant concern in road maintenance. However, the assessment of road potholes still relies heavily on human inspectors to make maintenance suggestions. To realize full-field measurement of pavement pothole automatically, a high-precision volume measurement method based on second-order Taylor expansion is proposed, where the second-order Taylor estimation of each point is converted into a convolution operation. On the one hand, this method discards the second-order fitting of the surface, which greatly reduces the computational complexity. On the contrary, the second-order Taylor estimation is not restricted by the surface shape because it only depends on the distribution of the adjacent points. Experiments on synthesized and real point sets demonstrate that the proposed method outperforms the state-of-the-art methods under various point cloud shapes.

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RIOMS: An intelligent system for operation and maintenance of urban roads using spatio-temporal data in smart cities

Cited by 30 publications

References 24 publications

Application of Digital Twins in multiple fields

Application of Digital Twins in multiple fields

Innovative smart road management systems in the urban context: Integrating smart sensors and miniaturized sensing systems

High-Precision Volume Measurement of Potholes in Pavement Maintenance

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