A Sensor Platform for Subsurface and Aboveground Inspection of Bridges
用于桥梁地下和地上检测的传感器平台
基本信息
- 批准号:RTI-2019-00077
- 负责人:
- 金额:$ 6.96万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Research Tools and Instruments
- 财政年份:2018
- 资助国家:加拿大
- 起止时间:2018-01-01 至 2019-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Recent high-profile bridge failures such as the railway bridge over Bow River in Calgary in 2013 and a major roadway in Genoa, Italy, in 2018 have brought the issue of bridge maintenance to the fore. During an interview to the Canadian Broadcasting Corporation soon after the railway bridge incident a railway company official said, "[w]hen you have water up so high, and you can't get a diver in the water … and you can't get any instrumentation in the water, how do you tell if there is a problem below? You look at the rails … if the rails are level, nothing is happening below." ******Current inspection and bridge management strategies rely on visual inspections, resulting in qualitative and subjective inspection data. Visual inspections cannot uncover many hidden deterioration mechanisms such as foundation scour. Furthermore, the simplistic state-based deterioration models currently being used lack the ability to reliably address the evolution of many structural deterioration mechanisms. The applicant and his collaborators are working on technologies which overcome such deficiencies in current inspection and management practices. ******Acquiring quantitative inspection data from bridges spanning water bodies (e.g., rivers, streams), especially for those damage mechanisms occurring under water such as scour and degradation of piers, is challenging. However, without such data, it is not possible to calibrate and validate quantitative decision-support tools being developed by the applicants needed to maintain and inspect bridges reliably. The system being requested will be comprised of a mobile surface vehicle, outfitted with several sensors including sonar, vision, lidar and thermal. This platform can be used to build maps which can be interrogated using sophisticated computer vision algorithms being developed by the applicants' teams in order to detect and quantify damage to elements, thereby providing the basis to validate probabilistic degradation models being developed by them. ******This system will present the first of this kind capability and will support the Canada Research Chair, Discovery Grant and the collaborative activities of the applicant. Three graduate student trainees will work on developing this platform and in using the data so acquired to inform probabilistic deterioration models for bridge maintenance planning. The inter-disciplinary skill set as a result of the proposed activities will impart the necessary skills and prepare them for the jobs of tomorrow. ******Impacts of climate change are already being manifested through increased rates of flooding, thereby putting a large number of bridges spanning rivers and streams in Canada and world-wide at risk. Hence this research is both timely and beneficial, as the activities proposed by the applicant and his team would support and drastically improve current inspection and bridge management strategies for such vulnerable bridges in Canada and elsewhere.********
最近备受瞩目的桥梁故障,如2013年卡尔加里弓河上的铁路桥和2018年意大利热那亚的一条主要道路,使桥梁维护问题成为焦点。在铁路桥事件发生后不久,一位铁路公司官员在接受加拿大广播公司采访时说:“当水涨得这么高,你不能让潜水员下水.你不能让任何仪器下水,你怎么知道下面是否有问题?你看看铁轨......如果铁轨是水平的,下面什么都没有发生。“** 目前的检查和桥梁管理策略依赖于目视检查,导致定性和主观的检查数据。目视检查无法发现许多隐藏的恶化机制,如地基冲刷。此外,目前使用的简单化的基于状态的退化模型缺乏可靠地解决许多结构退化机制的演变的能力。申请人及其合作者正在研究克服目前检查和管理做法中这些缺陷的技术。** 从跨越水体的桥梁获取定量检测数据(例如,河流、溪流),特别是对于那些发生在水下的破坏机制,如桥墩的冲刷和退化,是具有挑战性的。然而,如果没有这些数据,就不可能校准和验证申请人开发的定量决策支持工具,以可靠地维护和检查桥梁。所要求的系统将由一个移动的水面车辆组成,配备有几个传感器,包括声纳,视觉,激光雷达和热。该平台可用于构建地图,可以使用申请人团队开发的复杂计算机视觉算法来查询这些地图,以检测和量化元件的损坏,从而为验证他们开发的概率退化模型提供基础。** 该系统将首次提供此类功能,并将支持加拿大研究主席,发现补助金和申请人的合作活动。三名研究生实习生将致力于开发这个平台,并使用所获得的数据为桥梁维护规划提供概率退化模型。拟议活动所产生的跨学科技能将传授必要的技能,并为明天的工作做好准备。****** 气候变化的影响已经通过洪水泛滥率的增加而显现出来,从而使加拿大和世界各地跨越河流和溪流的大量桥梁处于危险之中。因此,这项研究既及时又有益,因为申请人及其团队提出的活动将支持并大大改善加拿大和其他地方此类脆弱桥梁的现行检查和桥梁管理策略。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Narasimhan, Sriram其他文献
Enabling human-machine collaboration in infrastructure inspections through mixed reality
- DOI:
10.1016/j.aei.2022.101709 - 发表时间:
2022-08-19 - 期刊:
- 影响因子:8.8
- 作者:
Al-Sabbag, Zaid Abbas;Yeum, Chul Min;Narasimhan, Sriram - 通讯作者:
Narasimhan, Sriram
Automated Defect Quantification in Concrete Bridges Using Robotics and Deep Learning
- DOI:
10.1061/(asce)cp.1943-5487.0000915 - 发表时间:
2020-09-01 - 期刊:
- 影响因子:6.9
- 作者:
McLaughlin, Evan;Charron, Nicholas;Narasimhan, Sriram - 通讯作者:
Narasimhan, Sriram
Interactive defect quantification through extended reality
- DOI:
10.1016/j.aei.2021.101473 - 发表时间:
2022-01-01 - 期刊:
- 影响因子:8.8
- 作者:
Al-Sabbag, Zaid Abbas;Yeum, Chul Min;Narasimhan, Sriram - 通讯作者:
Narasimhan, Sriram
Leak detection in water distribution pipes using singular spectrum analysis
- DOI:
10.1080/1573062x.2018.1532016 - 发表时间:
2018-01-01 - 期刊:
- 影响因子:2.7
- 作者:
Cody, Roya;Harmouche, Jinane;Narasimhan, Sriram - 通讯作者:
Narasimhan, Sriram
Mass normalized mode shape identification of bridge structures using a single actuator-sensor pair
- DOI:
10.1002/stc.2244 - 发表时间:
2018-11-01 - 期刊:
- 影响因子:5.4
- 作者:
Nayek, Rajdip;Mukhopadhyay, Suparno;Narasimhan, Sriram - 通讯作者:
Narasimhan, Sriram
Narasimhan, Sriram的其他文献
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{{ truncateString('Narasimhan, Sriram', 18)}}的其他基金
Digitization and asset information modelling to support nuclear power plant decommissioning
支持核电站退役的数字化和资产信息模型
- 批准号:
550113-2020 - 财政年份:2020
- 资助金额:
$ 6.96万 - 项目类别:
Alliance Grants
Holistic Vibration Condition Monitoring for Heterogeneous Airport Assets
异构机场资产的整体振动状态监测
- 批准号:
541430-2019 - 财政年份:2020
- 资助金额:
$ 6.96万 - 项目类别:
Collaborative Research and Development Grants
Autonomous Monitoring and Decision-Making System for Bridge Infrastructure
桥梁基础设施自主监测与决策系统
- 批准号:
RGPIN-2017-03922 - 财政年份:2020
- 资助金额:
$ 6.96万 - 项目类别:
Discovery Grants Program - Individual
Holistic Vibration Condition Monitoring for Heterogeneous Airport Assets
异构机场资产的整体振动状态监测
- 批准号:
541430-2019 - 财政年份:2019
- 资助金额:
$ 6.96万 - 项目类别:
Collaborative Research and Development Grants
Autonomous Monitoring and Decision-Making System for Bridge Infrastructure
桥梁基础设施自主监测与决策系统
- 批准号:
507955-2017 - 财政年份:2019
- 资助金额:
$ 6.96万 - 项目类别:
Discovery Grants Program - Accelerator Supplements
Autonomous Monitoring and Decision-Making System for Bridge Infrastructure
桥梁基础设施自主监测与决策系统
- 批准号:
RGPIN-2017-03922 - 财政年份:2019
- 资助金额:
$ 6.96万 - 项目类别:
Discovery Grants Program - Individual
Autonomous Monitoring and Decision-Making System for Bridge Infrastructure
桥梁基础设施自主监测与决策系统
- 批准号:
RGPIN-2017-03922 - 财政年份:2018
- 资助金额:
$ 6.96万 - 项目类别:
Discovery Grants Program - Individual
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