Change Monitoring at Expressway Infrastructure Construction Sites Using Drone

Lee, Suk-bae; Song, Mihwa; Kim, Sukgu; Won, Jae-Ho

doi:10.18494/sam.2020.2971

Cited by 18 publications

(10 citation statements)

References 8 publications

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“…LiDAR is widely used to establish an as-built infrastructure in the digital domain as a 3D model. Digital images are also used to establish 3D models using a photogrammetry algorithm [41,42]. Three-dimensional point cloud data are used to generate BIM models [43,44].…”

Section: State-of-the-art Techniques For 3d Model Construction Of Infrastructurementioning

confidence: 99%

Infrastructure BIM Platform for Lifecycle Management

Jang

Kim²,

et al. 2021

Applied Sciences

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Recently, the application of the BIM technique to infrastructure lifecycle management has increased rapidly to improve the efficiency of infrastructure management systems. Research on the lifecycle management of infrastructure, from planning and design to construction and management, has been carried out. Therefore, a systematic review of the literature on recent research is performed to analyze the current state of the BIM technique. State-of-the-art techniques for infrastructure lifecycle management, such as unmanned robots, sensors and processing techniques, artificial intelligence, etc., are also reviewed. An infrastructure BIM platform framework composed of BIM and state-of-the-art techniques is then proposed. The proposed platform is a web-based platform that contains quantity, schedule (4D), and cost (5D) construction management, and the monitoring systems enable collaboration with stakeholders in a Common Data Environment (CDE). The lifecycle management methodology, after infrastructure construction, is then completed and is developed using state-of-the-art techniques using unmanned robots, scan-to-BIM, and deep learning networks, etc. It is confirmed that collaboration with stakeholders in the CDE in construction management is possible using an infrastructure BIM platform. Moreover, lifecycle management of infrastructure is possible by systematic management, such as time history analysis, damage growth prediction, decision of repair and demolition, etc., using a regular inspection database based on an infrastructure BIM platform.

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Section: State-of-the-art Techniques For 3d Model Construction Of Infrastructurementioning

confidence: 99%

Infrastructure BIM Platform for Lifecycle Management

Jang

Kim²,

et al. 2021

Applied Sciences

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“…The fields where drones can be applied are very diverse, such as terrain information construction, cadastral surveying, disaster management, environmental monitoring, inspection of various facilities, and exploration (mineral and gas) [1,2]. The field of construction involves the merging of design and construction information, visualization using the overlay of orthoimages and two-dimensional (2D) drawings, digital work, three-dimensional (3D) modeling and process comparison based on the process progress, construction quantity confirmation, and workload distribution; in this field, unmanned aerial vehicle (UAV) images and products are being used [3,4]. The life cycle of a road can be divided into four stages: planning, design, construction, and maintenance.…”

Section: Introductionmentioning

confidence: 99%

“…UAV images are being used for point cloud extraction, digital surface and terrain model production, orthoimages, topographic mapping, and 3D model production on construction sites [4,7]. Airsight's UAV-based next-generation airport road safety inspection technology uses orthoimages that can be reused at any time for maintenance activities, quantity surveying, computer-aided design planning, or compliance inspections [8].…”

Section: Introductionmentioning

confidence: 99%

“…Airsight's UAV-based next-generation airport road safety inspection technology uses orthoimages that can be reused at any time for maintenance activities, quantity surveying, computer-aided design planning, or compliance inspections [8]. Drone orthoimages and 3D terrain models enable periodic construction management at road construction sites [4]. Various types of environmental management using orthoimages, individual photos, and videos enable rapid observation, process management, and change detection, while ensuring the safety of a wide construction section [9][10][11][12][13], and unattended construction materials can be monitored through time-series images [14].…”

Section: Introductionmentioning

confidence: 99%

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Change Detection in Unmanned Aerial Vehicle Images for Progress Monitoring of Road Construction

Han

Lee

Song³

et al. 2021

Buildings

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Currently, unmanned aerial vehicles are increasingly being used in various construction projects such as housing developments, road construction, and bridge maintenance. If a drone is used at a road construction site, elevation information and orthoimages can be generated to acquire the construction status quantitatively. However, the detection of detailed changes in the site owing to construction depends on visual video interpretation. This study develops a method for automatic detection of the construction area using multitemporal images and a deep learning method. First, a deep learning model was trained using images of the changing area as reference. Second, we obtained an effective application method by applying various parameters to the deep learning process. The application of the time-series images of a construction site to the selected deep learning model enabled more effective identification of the changed areas than the existing pixel-based change detection. The proposed method is expected to be very helpful in construction management by aiding in the development of smart construction technology.

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“…One technology capable of being adopted for site layout updating is an unmanned aerial vehicle (UAV) system, commonly known as a drone [21]. A single UAV commonly adopted on construction sites is composed of a remotely controlled aircraft equipped with a highly reliable Global Positioning System (GPS) for location referencing in real time, a control station, and several onboard sensors, including object avoidance technology, and image acquisition and transmission systems [22][23][24][25]. For a long time, the use of UAVs was restricted to military operations due to their high acquiring and maintenance costs [12,26,27].…”

Section: Introductionmentioning

confidence: 99%

The Use of Unmanned Aerial Vehicles for Dynamic Site Layout Planning in Large-Scale Construction Projects

et al. 2021

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Construction sites are increasingly complex, and their layout have an impact on productivity, safety, and efficiency of construction operations. Dynamic site layout planning (DSLP) considers the adjustment of construction facilities on-site, on an evolving basis, allowing the relocation of temporary facilities according to the stages of the project. The main objective of this study is to develop a framework for integrating unmanned aerial vehicles (UAVs) and their capacity for effective photogrammetry with site layout planning optimisation and Building Information Modelling (BIM) for automating site layout planning in large construction projects. The mathematical model proposed is based on a mixed integer programming (MIP) model, which was employed to validate the framework on a realistic case study provided by an industry partner. Allocation constraints were formulated to ensure the placement of the facilities in feasible regions. Using information from the UAV, several parameters could be considered, including proximity to access ways, distances between the facilities, and suitability of locations. Based on the proposed framework, a layout was developed for each stage of the project, adapting the location of temporary facilities according to current progress on-site. As a result, the use of space was optimised, and internal transport costs were progressively reduced.

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Change Monitoring at Expressway Infrastructure Construction Sites Using Drone

Cited by 18 publications

References 8 publications

Infrastructure BIM Platform for Lifecycle Management

Infrastructure BIM Platform for Lifecycle Management

Change Detection in Unmanned Aerial Vehicle Images for Progress Monitoring of Road Construction

The Use of Unmanned Aerial Vehicles for Dynamic Site Layout Planning in Large-Scale Construction Projects

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