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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10384255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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