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Finally, concluding remarks and promising research efforts about sensor validation are summarized in detail.
This paper provides a comprehensive review of current research and development activities in sensor validation methodology for SHM.
An application of this system for hot strip mill product quality supervision, and sensor validation are described.
Following that, the progresses on sensor validation, which mainly focusses on the detection, isolation and reconstruction of sensor faults, are reviewed based on the categorization.
The study about sensor validation is a relatively new research direction in the SHM field and it is meaningful to guarantee the accuracy and reliability of health-condition evaluations for monitored structures.
This generalization allows for a more compact treatment of potential single and multiple fault situations, at all levels of possible diagnostic resolution, with both elegant and efficient uniform sensor validation and proactive fault analysis (SV&PFA) diagnostic rules for diagnosing those situations.
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Figure 1 Field trial setup for sensor model validation.
The flat PET substrate-based electrodes with W90-AgNWs were incorporated into a capacitive pressure sensor for validation in a practical application.
This is due to the rapidly decreasing signal quality as a function of range and that the purpose here is sensor model validation rather than tracking.
Our approach extends previous works in several ways, most importantly by using a real-life, long term evaluation and by considering ubiquitous multi-modal sensors for validation.
The main experiments were conducted after carrying out a series of initial tests which were mostly done to check sensor reliability, result validation, test repeatability and selection of appropriate mixtures of materials.
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