Optimisation of Sensor and Sensor Node Positions for Shape Sensing with a Wireless Sensor Network—A Case Study Using the Modal Method and a Physics-Informed Neural Network

Data of operational conditions of structural components, acquired, e.g., in structural health monitoring (SHM), is of great interest to optimise products from one generation to the next, for example, by adapting them to occurring operational loads. To acquire data for this purpose in the desired qua...

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Bibliographic Details
Published in:Sensors (Basel, Switzerland) Switzerland), 2025-09, Vol.25 (17), p.5573
Main Authors: Meyer zu Westerhausen, Sören, Hichri, Imed, Herrmann, Kevin, Lachmayer, Roland
Format: Article
Language:English
Subjects:
Accuracy
Artificial intelligence
Case studies
Comparative analysis
Equipment and supplies
Load
Location
Methods
Microprocessors
Neural networks
optimal sensor placement
Physics
Planning
sensor node position optimisation
Sensors
shape sensing
Strain gauges
structural health monitoring
wireless sensor network
Wireless sensor networks
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