DYNAMIC ENVIRONMENTAL CHANGE COMPENSATION OF SENSOR DATA IN STRUCTURAL HEALTH MONITORING SYSTEMS
First Claim
1. A method for adjusting sensor signal data detected in a structural health monitoring (SHM) system to compensate dfor the effects of an environmental variable acting on the data, the method comprising:
- detecting one or more sets of a sensor signal data from an array of transducers mounted on a structure being monitored by the SHM system;
constructing a baseline data space comprising the one or more sets of the sensor signal data detected;
detecting one or more current sets of the sensor signal data from the transducers at a later time at which the environmental variable is acting to affect the data;
amending the baseline data space with the current sensor signal data sets while they are being detected; and
,determining if the current sensor signal exceeds a selected threshold value on the basis of the amended baseline data space.
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Abstract
A method for adjusting signal data detected in a structural health monitoring (SHM) system to compensate for the effects of environmental variables acting thereon includes constructing a baseline data space comprised of sets of signal data. Current signal data sets are collected for comparison to the baseline data space. The collected current signal data sets are amended to best match baseline signal data sets in the baseline data space. A set of indices are computed for comparing the amended current signal data set to the baseline signal data sets. A threshold for detection is determined by outlier detection for the computed indices. A signal in the collected signal data set is determined to be detected on the basis of the threshold. A representation of the detected signal strength is provided on the basis of the computed indices.
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Citations
19 Claims
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1. A method for adjusting sensor signal data detected in a structural health monitoring (SHM) system to compensate dfor the effects of an environmental variable acting on the data, the method comprising:
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detecting one or more sets of a sensor signal data from an array of transducers mounted on a structure being monitored by the SHM system; constructing a baseline data space comprising the one or more sets of the sensor signal data detected; detecting one or more current sets of the sensor signal data from the transducers at a later time at which the environmental variable is acting to affect the data; amending the baseline data space with the current sensor signal data sets while they are being detected; and
,determining if the current sensor signal exceeds a selected threshold value on the basis of the amended baseline data space. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16)
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17. An apparatus for adjusting sensor signal data detected in a structural health monitoring (SHM) system to compensate for the effects of an environmental variable acting on the data, comprising:
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a plurality of transducers configured in an array attached to a structure being monitored by the SHM system; a computer operably coupled to the array via an interface, the computer comprising; a memory for storing modules of executable instructions and data provided by the transducer array and output from the executable modules; a display for providing data compensated for the environmental effects; and
,a processor for generating signals provided to the transducers of the array and for receiving signal data from the transducers and executing the modules of instructions based on the data provided by the transducers, wherein the executable modules comprise a baseline data space constructor for processing signal data prior to damage detection in the structure and a current signal data baseline constructor and damage detector for processing signal data during damage detection. - View Dependent Claims (18)
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19. An apparatus for adjusting sensor signal data detected in a structural health monitoring (SHM) system to compensate for the effects of an environmental variable acting on the data, comprising:
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means attached to a structure for exciting and detecting a wave signal in the structure; means for generating and supplying electrical signals corresponding to the wave signals to the exciting and detecting means and for receiving electrical signals corresponding to the wave signals from the exciting and detecting means; means for storing modules of executable instructions, data corresponding to the signals received from the exciting and detecting means and data output by the executable instructions; means for executing the executable instructions; means for displaying the data output by the executable instructions; and
,means for interfacing the exciting and detecting means with the generating and receiving, storing, executing and display means.
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Specification