Chapter
Apr 22, 2019
Structures Congress 2019

Real-Time Distributed Cloud Computing Architecture for Structural Health Monitoring

Publication: Structures Congress 2019: Bridges, Nonbuilding and Special Structures, and Nonstructural Components

ABSTRACT

Real-time fatigue health monitoring has the potential to serve as a valuable complement to structural health monitoring (SHM) for bridge inspections. SHM is an objective supplement to visual bridge inspections with a minimum interval between bridge inspections at 24 months. SHM can provide quantitative and objective data on a bridge’s fatigue condition for fracture-critical components, of which fatigue is a criterion. Current methods of continuous structural health monitoring for condition assessment are performed by collecting measured bridge response subjected to operational traffic from an array of sensors installed on fracture-critical members of a bridge. The measured responses are used to determine the remaining fatigue life of the bridge—the minimum time before repair. The large amount of data involved in this process complicates the design of a system that will automate the data collection process at a bridge, analyze that data, and display information about bridge health to researchers and engineers. Variations in bridge designs and condition assessment algorithms also necessitate that such a system be modular and adaptable to allow for expansion to additional structures. A new system has been developed that separates bridge SHM from the data storage and communication system. This architecture creates a reliable interface for sending data from one or more bridges to a cloud server where it can be processed using modular algorithms that can be adapted for different use cases. The cloud-based web service and data repository makes bridge structural health data available to researchers at all steps of the process. This system provides significant advantages over previous platforms for structural health monitoring and condition assessment, most notably in the areas of modularity, extensibility, and reliability.

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References

Amazon, Inc. (n.d.). Amazon Elastic Compute Cloud (EC2) Documentation. <https://aws.amazon.com/documentation/ec2/> (May 9, 2018).
ASCE (American Society of Civil Engineers). (2017). 2017 Infrastructure Report Card. <https://www.infrastructurereportcard.org/wp-content/uploads/2017/01/Bridges-Final.pdf> (Aug. 23, 2018).
Box API Overview. (n.d.). <https://developer.box.com/v2.0/reference> (May 9, 2018).
Christopher W. Follen, Masoud Sanayei, Brian R. Brenner, Richard M. Vogel (2014) “Statistical Bridge Signatures,” Journal of Bridge Engineering, January 2014.
MathWorks, Inc. (n.d.). MATLAB Compiler Documentation. <https://www.mathworks.com/help/compiler/> (May 9, 2018).
Narumoto, M. et al. (2018). API Design Guidance. <https://docs.microsoft.com/en-us/azure/architecture/best-practices/api-design> (May 9, 2018).
Pallets. (n.d.). Flask 1.0.2 Documentation. http://flask.pocoo.org/docs/1.0/ (May 9, 2018)
Python Software Foundation. (n.d.). https://docs.python.org/3/ (May 9, 2018).
Alexandra J. Reiff, Masoud Sanayei, and Richard M. Vogel, (2016) “Statistical Bridge Damage Detection using Girder Distribution Factors,” Engineering Structures, Vol. 109, 15 February 2016, Pages 139-151,.
Mohammad Reza Saberi, Alireza Rahai, Masoud Sanayei, and Richard M. Vogel, (2016) “Bridge Fatigue Service Life Estimation Using Operational Strain Measurements,” Journal of Bridge Engineering, January 2016, Paper No. 04016005,.
Ubuntu Documentation Project. Ubuntu Server Guide. (2016).
Jordan C. Weinstein G. Masoud Sanayei, and Brian R. Brenner (2018), “Bridge Damage Identification Using Artificial Neural Networks,” Journal of Bridge Engineering, Vol. 23 (11), November 2018,.
Zhao, Z. (2017). “Cloud-based Real-time Continuous Bridge Monitoring: Bridge Weigh in Motion and Condition Assessment” Master’s Thesis No. 1872375351, Tufts University.

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Published In

Go to Structures Congress 2019
Structures Congress 2019: Bridges, Nonbuilding and Special Structures, and Nonstructural Components
Pages: 38 - 49
Editor: James Gregory Soules, McDermott International
ISBN (Online): 978-0-7844-8223-0

History

Published online: Apr 22, 2019
Published in print: Apr 22, 2019

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Authors

Affiliations

Owen Searls [email protected]
Undergraduate Student, Dept. of Computer Science, Tufts Univ., Medford, MA 02155, USA. E-mail: [email protected]
Zhiyong Zhao [email protected]
Graduate Student, Dept. of Civil and Environmental Engineering, Tufts Univ., Medford, MA 02155, USA. E-mail: [email protected]
Alva L. Couch, Ph.D. [email protected]
Associate Professor, Dept. of Computer Science, Tufts Univ., Medford, MA 02155, USA. E-mail: [email protected]
Masoud Sanayei, Ph.D., M.ASCE [email protected]
Professor, Dept. of Civil and Environmental Engineering, Tufts Univ., Medford, MA 02155, USA (corresponding author). E-mail: [email protected]

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