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A NoSQL data management infrastructure for bridge monitoring
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  • Journal title : Smart Structures and Systems
  • Volume 17, Issue 4,  2016, pp.669-690
  • Publisher : Techno-Press
  • DOI : 10.12989/sss.2016.17.4.669
 Title & Authors
A NoSQL data management infrastructure for bridge monitoring
Jeong, Seongwoon; Zhang, Yilan; O`Connor, Sean; Lynch, Jerome P.; Sohn, Hoon; Law, Kincho H.;
 Abstract
Advances in sensor technologies have led to the instrumentation of sensor networks for bridge monitoring and management. For a dense sensor network, enormous amount of sensor data are collected. The data need to be managed, processed, and interpreted. Data management issues are of prime importance for a bridge management system. This paper describes a data management infrastructure for bridge monitoring applications. Specifically, NoSQL database systems such as MongoDB and Apache Cassandra are employed to handle time-series data as well the unstructured bridge information model data. Standard XML-based modeling languages such as OpenBrIM and SensorML are adopted to manage semantically meaningful data and to support interoperability. Data interoperability and integration among different components of a bridge monitoring system that includes on-site computers, a central server, local computing platforms, and mobile devices are illustrated. The data management framework is demonstrated using the data collected from the wireless sensor network installed on the Telegraph Road Bridge, Monroe, MI.
 Keywords
cyber infrastructure;bridge monitoring;bridge information modeling;NoSQL database;
 Language
English
 Cited by
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Big data-enabled multiscale serviceability analysis for aging bridges☆, Digital Communications and Networks, 2016, 2, 3, 97  crossref(new windwow)
2.
An information modeling framework for bridge monitoring, Advances in Engineering Software, 2017, 114, 11  crossref(new windwow)
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