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Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance
To overcome the difficulty of collecting the working resistance and working trajectory of a wheel loader, this paper constructs a statics model of the bucket working resistance and a kinematics model of the working trajectory in the shoveling process and analyzes the key parameters of measuring the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9413363/ https://www.ncbi.nlm.nih.gov/pubmed/36015754 http://dx.doi.org/10.3390/s22165993 |
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author | Wang, Shaojie Yin, Yue Wu, Yanfeng Hou, Liang |
author_facet | Wang, Shaojie Yin, Yue Wu, Yanfeng Hou, Liang |
author_sort | Wang, Shaojie |
collection | PubMed |
description | To overcome the difficulty of collecting the working resistance and working trajectory of a wheel loader, this paper constructs a statics model of the bucket working resistance and a kinematics model of the working trajectory in the shoveling process and analyzes the key parameters of measuring the working resistance and working trajectory. Based on this, a working resistance and working trajectory acquisition strategy is proposed. To verify the effectiveness of the acquisition strategy, the in-service operation data of fine sand and loose soil shoveled by the wheel loader are collected and analyzed. Then, the test-fitted working resistance and working trajectory are obtained, and the working trajectory is input into the RecurDyn–EDEM co-simulation model to obtain the simulation-fitted working resistance. Considering the complex working conditions of the wheel loader, it is difficult to obtain accurate working resistance, and the actual working resistance is also a relative value. Therefore, a strong correlation between the two curves indicates that the acquisition strategy of the wheel loader’s working trajectory and working resistance proposed in this paper is feasible. |
format | Online Article Text |
id | pubmed-9413363 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94133632022-08-27 Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance Wang, Shaojie Yin, Yue Wu, Yanfeng Hou, Liang Sensors (Basel) Article To overcome the difficulty of collecting the working resistance and working trajectory of a wheel loader, this paper constructs a statics model of the bucket working resistance and a kinematics model of the working trajectory in the shoveling process and analyzes the key parameters of measuring the working resistance and working trajectory. Based on this, a working resistance and working trajectory acquisition strategy is proposed. To verify the effectiveness of the acquisition strategy, the in-service operation data of fine sand and loose soil shoveled by the wheel loader are collected and analyzed. Then, the test-fitted working resistance and working trajectory are obtained, and the working trajectory is input into the RecurDyn–EDEM co-simulation model to obtain the simulation-fitted working resistance. Considering the complex working conditions of the wheel loader, it is difficult to obtain accurate working resistance, and the actual working resistance is also a relative value. Therefore, a strong correlation between the two curves indicates that the acquisition strategy of the wheel loader’s working trajectory and working resistance proposed in this paper is feasible. MDPI 2022-08-11 /pmc/articles/PMC9413363/ /pubmed/36015754 http://dx.doi.org/10.3390/s22165993 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 Wang, Shaojie Yin, Yue Wu, Yanfeng Hou, Liang Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance |
title | Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance |
title_full | Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance |
title_fullStr | Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance |
title_full_unstemmed | Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance |
title_short | Modeling and Verification of an Acquisition Strategy for Wheel Loader’s Working Trajectories and Resistance |
title_sort | modeling and verification of an acquisition strategy for wheel loader’s working trajectories and resistance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9413363/ https://www.ncbi.nlm.nih.gov/pubmed/36015754 http://dx.doi.org/10.3390/s22165993 |
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