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Developing an Intelligent Monitoring Technology for Airport Stone Column Machines

Most of the construction machinery for vibro-sinking stone columns, which are widely used in China, needs to be improved in terms of degree of automation. Engineering quality control is mainly carried out post-inspection; consequently, it is difficult to control the construction quality in real time...

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Detalles Bibliográficos
Autores principales: Tang, Ke, Yuan, Haiwen, Lv, Jianxun, Chen, Fengchen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308931/
https://www.ncbi.nlm.nih.gov/pubmed/32481485
http://dx.doi.org/10.3390/s20113050
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author Tang, Ke
Yuan, Haiwen
Lv, Jianxun
Chen, Fengchen
author_facet Tang, Ke
Yuan, Haiwen
Lv, Jianxun
Chen, Fengchen
author_sort Tang, Ke
collection PubMed
description Most of the construction machinery for vibro-sinking stone columns, which are widely used in China, needs to be improved in terms of degree of automation. Engineering quality control is mainly carried out post-inspection; consequently, it is difficult to control the construction quality in real time. According to the construction characteristics of traditional stone column machines, we established the theory and model for the real-time monitoring of stone column construction, as well as put forward an intelligent monitoring method for stone column machines. With the comprehensive application of critical technologies such as the Global Navigation Satellite System (GNSS) measurement technology, laser ranging sensors, and massive data processing, an intelligent data acquisition technique and associated monitoring equipment for stone column construction machines are developed. The data acquisition and storage of crucial construction parameters, such as pile depth, pile point co-ordinates, bearing layer current, and reverse insertion times, are realized. A large number of actual construction data are collected and the construction quality parameters of stone column machines are obtained. By comparison with third-party detection data, it is verified that the intelligent monitoring technique for stone column machines proposed in this paper is feasible.
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spelling pubmed-73089312020-06-25 Developing an Intelligent Monitoring Technology for Airport Stone Column Machines Tang, Ke Yuan, Haiwen Lv, Jianxun Chen, Fengchen Sensors (Basel) Article Most of the construction machinery for vibro-sinking stone columns, which are widely used in China, needs to be improved in terms of degree of automation. Engineering quality control is mainly carried out post-inspection; consequently, it is difficult to control the construction quality in real time. According to the construction characteristics of traditional stone column machines, we established the theory and model for the real-time monitoring of stone column construction, as well as put forward an intelligent monitoring method for stone column machines. With the comprehensive application of critical technologies such as the Global Navigation Satellite System (GNSS) measurement technology, laser ranging sensors, and massive data processing, an intelligent data acquisition technique and associated monitoring equipment for stone column construction machines are developed. The data acquisition and storage of crucial construction parameters, such as pile depth, pile point co-ordinates, bearing layer current, and reverse insertion times, are realized. A large number of actual construction data are collected and the construction quality parameters of stone column machines are obtained. By comparison with third-party detection data, it is verified that the intelligent monitoring technique for stone column machines proposed in this paper is feasible. MDPI 2020-05-28 /pmc/articles/PMC7308931/ /pubmed/32481485 http://dx.doi.org/10.3390/s20113050 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tang, Ke
Yuan, Haiwen
Lv, Jianxun
Chen, Fengchen
Developing an Intelligent Monitoring Technology for Airport Stone Column Machines
title Developing an Intelligent Monitoring Technology for Airport Stone Column Machines
title_full Developing an Intelligent Monitoring Technology for Airport Stone Column Machines
title_fullStr Developing an Intelligent Monitoring Technology for Airport Stone Column Machines
title_full_unstemmed Developing an Intelligent Monitoring Technology for Airport Stone Column Machines
title_short Developing an Intelligent Monitoring Technology for Airport Stone Column Machines
title_sort developing an intelligent monitoring technology for airport stone column machines
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308931/
https://www.ncbi.nlm.nih.gov/pubmed/32481485
http://dx.doi.org/10.3390/s20113050
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