Mazzoni, Giacomo
(2021)
A general framework for IoT-ready geotechnical objects, [Dissertation thesis], Alma Mater Studiorum Università di Bologna.
Dottorato di ricerca in Monitoraggio e gestione delle strutture e dell'ambiente - sehm2, 33 Ciclo. DOI 10.48676/unibo/amsdottorato/9811.
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Abstract
The project focuses on the relationship between current IoT trends and geotechnics within the civil engineering context. A simple framework for geotechnical data exchange tailored to IoT applications, potentially suitable for both small to large scale structural and infrastructural scenarios, has been prototyped. Within such scenarios further a special case of data generation from sensor-enabled geosynthetics has been explored. Additionally, different modelling and analytics strategies, based both on FEA procedures and Machine Learning algorithms, have been developed to provide the necessary data-to-knowledge tools to complement the framework.
Abstract