Statistical Bridge Signatures

AbstractInstrumentation of bridge structures provides a stream of data representing operational structural response under loading. The authors define the term bridge signature as the expected response of a particular bridge under loading, as measured by different instruments. In this research, the authors propose a new method to develop and evaluate a bridge signature. The signature can be monitored over time and statistically evaluated to detect potential structural deterioration and damage. An instrumentation system was implemented on the Powder Mill Bridge in Barre, Massachusetts, as a research prototype for the development of a structural health monitoring (SHM) system. Heavy truck events due to daily traffic were collected using an automatic measurement system, which triggers above a given threshold of recorded strains. Using the measured strain data due to daily traffic, a bridge signature was created using nonparametric statistical techniques. Maximum experimental strain values from heavy truck eve...

[1]  H. F. Zhou,et al.  Modal Flexibility Analysis of Cable‐Stayed Ting Kau Bridge for Damage Identification , 2008, Comput. Aided Civ. Infrastructure Eng..

[2]  John T. DeWolf,et al.  Long-term Structural Health Monitoring of a Multi-girder Steel Composite Bridge Using Strain Data , 2009 .

[3]  Michael P. Culmo,et al.  Short-Term Strain Monitoring of Bridge Structures , 1999 .

[4]  Richard M. Vogel,et al.  Flow‐Duration Curves. I: New Interpretation and Confidence Intervals , 1994 .

[5]  Seung-Kyoung Lee Current State of Bridge Deterioration in the U.S.—Part 2 , 2012 .

[6]  Charles R. Farrar,et al.  Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: A literature review , 1996 .

[7]  Robert Tibshirani,et al.  An Introduction to the Bootstrap , 1994 .

[8]  J. K. Searcy Flow-duration curves , 1959 .

[9]  D P Stevens,et al.  Quantitative techniques. , 1978, Clinics in gastroenterology.

[10]  Richard Christenson,et al.  Probabilistic Structural Health Monitoring Method Applied to the Bridge Health Monitoring Benchmark Problem , 2009 .

[11]  Brian Brenner,et al.  Instrumentation, Nondestructive Testing, and Finite-Element Model Updating for Bridge Evaluation Using Strain Measurements , 2012 .

[12]  Keith Worden,et al.  An introduction to structural health monitoring , 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[13]  Dan M. Frangopol,et al.  Inclusion of Crawl Tests and Long-Term Health Monitoring in Bridge Serviceability Analysis , 2010 .

[14]  Ping Lu,et al.  A statistical based damage detection approach for highway bridge structural health monitoring , 2008 .

[15]  Mustafa Gul,et al.  Sensor Networks, Computer Imaging, and Unit Influence Lines for Structural Health Monitoring: Case Study for Bridge Load Rating , 2012 .

[16]  John T. DeWolf,et al.  Passive Structural Health Monitoring of Connecticut's Bridge Infrastructure , 2007 .

[17]  Sreenivas Alampalli,et al.  Estimating Fatigue Life of Bridge Components Using Measured Strains , 2006 .