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Experimental Research of Triple Inertial Navigation System Shearer Positioning

In order to improve the positioning accuracy of shearers, the overground experimental device based on the positioning model of TINS (Triple Inertial Navigation System) was built. The influence of TINS installation parameters on positioning accuracy was discussed through two sets of experiments: the...

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Autores principales: Lu, Cheng, Wang, Shibo, Shin, Kyoosik, Dong, Wenbin, Li, Wenqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384255/
https://www.ncbi.nlm.nih.gov/pubmed/37512785
http://dx.doi.org/10.3390/mi14071474
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author Lu, Cheng
Wang, Shibo
Shin, Kyoosik
Dong, Wenbin
Li, Wenqi
author_facet Lu, Cheng
Wang, Shibo
Shin, Kyoosik
Dong, Wenbin
Li, Wenqi
author_sort Lu, Cheng
collection PubMed
description In order to improve the positioning accuracy of shearers, the overground experimental device based on the positioning model of TINS (Triple Inertial Navigation System) was built. The influence of TINS installation parameters on positioning accuracy was discussed through two sets of experiments: the inter-INS (Inertial Navigation System) distances influence experiments and the tri-INS plane spatial position influence experiments. The results show that the positioning accuracy of the shearer is improved to a different extent under the two sets of experimental conditions. When the inter-INS distances are 0.2 m, the positioning accuracy is the highest and the positioning accuracy improvement effect is also the best. When the negative plane α(3) is 45°, the positioning accuracy is the highest, and the positioning accuracy improvement effect is also the best. The analysis shows that the main factor affecting the positioning accuracy is the precision of the evaluated values outputs of TINS from EKF (Extended Kalman Filter). Considering the positioning accuracy, equipment installation convenience and so on, the optimum installation parameters are 90° (horizontal installation) α(3) for the positive plane and 0.2 m inter-INS distances.
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spelling pubmed-103842552023-07-30 Experimental Research of Triple Inertial Navigation System Shearer Positioning Lu, Cheng Wang, Shibo Shin, Kyoosik Dong, Wenbin Li, Wenqi Micromachines (Basel) Article In order to improve the positioning accuracy of shearers, the overground experimental device based on the positioning model of TINS (Triple Inertial Navigation System) was built. The influence of TINS installation parameters on positioning accuracy was discussed through two sets of experiments: the inter-INS (Inertial Navigation System) distances influence experiments and the tri-INS plane spatial position influence experiments. The results show that the positioning accuracy of the shearer is improved to a different extent under the two sets of experimental conditions. When the inter-INS distances are 0.2 m, the positioning accuracy is the highest and the positioning accuracy improvement effect is also the best. When the negative plane α(3) is 45°, the positioning accuracy is the highest, and the positioning accuracy improvement effect is also the best. The analysis shows that the main factor affecting the positioning accuracy is the precision of the evaluated values outputs of TINS from EKF (Extended Kalman Filter). Considering the positioning accuracy, equipment installation convenience and so on, the optimum installation parameters are 90° (horizontal installation) α(3) for the positive plane and 0.2 m inter-INS distances. MDPI 2023-07-23 /pmc/articles/PMC10384255/ /pubmed/37512785 http://dx.doi.org/10.3390/mi14071474 Text en © 2023 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
Lu, Cheng
Wang, Shibo
Shin, Kyoosik
Dong, Wenbin
Li, Wenqi
Experimental Research of Triple Inertial Navigation System Shearer Positioning
title Experimental Research of Triple Inertial Navigation System Shearer Positioning
title_full Experimental Research of Triple Inertial Navigation System Shearer Positioning
title_fullStr Experimental Research of Triple Inertial Navigation System Shearer Positioning
title_full_unstemmed Experimental Research of Triple Inertial Navigation System Shearer Positioning
title_short Experimental Research of Triple Inertial Navigation System Shearer Positioning
title_sort experimental research of triple inertial navigation system shearer positioning
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384255/
https://www.ncbi.nlm.nih.gov/pubmed/37512785
http://dx.doi.org/10.3390/mi14071474
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