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A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers

Structural damage detection using inclinometers is getting wide attention from researchers. However, the high price of inclinometers limits this system to unique structures with a relatively high structural health monitoring (SHM) budget. This paper presents a novel low-cost inclinometer, the low-co...

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Autores principales: Komarizadehasl, Seyedmilad, Komary, Mahyad, Alahmad, Ahmad, Lozano-Galant, José Antonio, Ramos, Gonzalo, Turmo, Jose
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371140/
https://www.ncbi.nlm.nih.gov/pubmed/35957164
http://dx.doi.org/10.3390/s22155605
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author Komarizadehasl, Seyedmilad
Komary, Mahyad
Alahmad, Ahmad
Lozano-Galant, José Antonio
Ramos, Gonzalo
Turmo, Jose
author_facet Komarizadehasl, Seyedmilad
Komary, Mahyad
Alahmad, Ahmad
Lozano-Galant, José Antonio
Ramos, Gonzalo
Turmo, Jose
author_sort Komarizadehasl, Seyedmilad
collection PubMed
description Structural damage detection using inclinometers is getting wide attention from researchers. However, the high price of inclinometers limits this system to unique structures with a relatively high structural health monitoring (SHM) budget. This paper presents a novel low-cost inclinometer, the low-cost adaptable reliable angle-meter (LARA), which combines five gyroscopes and five accelerometers to measure inclination. LARA incorporates Internet of Things (IoT)-based microcontroller technology enabling wireless data streaming and free commercial software for data acquisition. This paper investigates the accuracy, resolution, Allan variance and standard deviation of LARA produced with a different number of combined circuits, including an accelerometer and a gyroscope. To validate the accuracy and resolution of the developed device, its results are compared with those obtained by numerical slope calculations and a commercial inclinometer (HI-INC) in laboratory conditions. The results of a load test experiment on a simple beam model show the high accuracy of LARA (0.003 degrees). The affordability and high accuracy of LARA make it applicable for structural damage detection on bridges using inclinometers.
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spelling pubmed-93711402022-08-12 A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers Komarizadehasl, Seyedmilad Komary, Mahyad Alahmad, Ahmad Lozano-Galant, José Antonio Ramos, Gonzalo Turmo, Jose Sensors (Basel) Article Structural damage detection using inclinometers is getting wide attention from researchers. However, the high price of inclinometers limits this system to unique structures with a relatively high structural health monitoring (SHM) budget. This paper presents a novel low-cost inclinometer, the low-cost adaptable reliable angle-meter (LARA), which combines five gyroscopes and five accelerometers to measure inclination. LARA incorporates Internet of Things (IoT)-based microcontroller technology enabling wireless data streaming and free commercial software for data acquisition. This paper investigates the accuracy, resolution, Allan variance and standard deviation of LARA produced with a different number of combined circuits, including an accelerometer and a gyroscope. To validate the accuracy and resolution of the developed device, its results are compared with those obtained by numerical slope calculations and a commercial inclinometer (HI-INC) in laboratory conditions. The results of a load test experiment on a simple beam model show the high accuracy of LARA (0.003 degrees). The affordability and high accuracy of LARA make it applicable for structural damage detection on bridges using inclinometers. MDPI 2022-07-27 /pmc/articles/PMC9371140/ /pubmed/35957164 http://dx.doi.org/10.3390/s22155605 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Komarizadehasl, Seyedmilad
Komary, Mahyad
Alahmad, Ahmad
Lozano-Galant, José Antonio
Ramos, Gonzalo
Turmo, Jose
A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
title A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
title_full A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
title_fullStr A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
title_full_unstemmed A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
title_short A Novel Wireless Low-Cost Inclinometer Made from Combining the Measurements of Multiple MEMS Gyroscopes and Accelerometers
title_sort novel wireless low-cost inclinometer made from combining the measurements of multiple mems gyroscopes and accelerometers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371140/
https://www.ncbi.nlm.nih.gov/pubmed/35957164
http://dx.doi.org/10.3390/s22155605
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