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Visible to the public Cybernizing Mechanical Structures Through Integrated Sensor-Structure Fabrication

The timely and accurate detection and identification of faults in various mechanical structures during their operations can play a vitally important role. Currently, however, there exist major challenges and barriers. Because the mechanical structures are continuous with infinitely many possible scenarios/patterns of faults that have extremely small characteristic lengths, the sensory system needs to rely on the usage of high-frequency response signals.

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Visible to the public Local calibration of computer experiments

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Visible to the public Sequential design for functional calibration of computer models

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Visible to the public CPS/Synergy/Collaborative Research: Cybernizing mechanical structures through integrated sensor-structure fabrication

In this NSF project, the team proposes to innovate a novel printing scheme that can embed piezoelectric transducers (namely, sensor/actuator coupled elements) into layered composites. As the transducers are densely distributed throughout the entire structure, they function like a nerve system embedded into the structure. Such a sensor nerve system, when combined with new control and command systems and advanced data and signal processing capability, can fully unleash the latest computing power to pinpoint the fault location.

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Visible to the public CPS/Synergy/Collab: CybernizingMechanical Structures through Integrated Sensor-Structure Fabrication–The Data Science Aspects

In this NSF project, the team proposes to innovate a novel printing scheme that can embed piezoelectric transducers (namely, sensor/actuator coupled elements) into layered composites. As the transducers are densely distributed throughout the entire structure, they function like a nerve system embedded into the structure. Such a sensor nerve system, when combined with new control and command systems and advanced data and signal processing capability, can fully unleash the latest computing power to pinpoint the fault location.