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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...

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Detalles Bibliográficos
Autores principales: Wang, Shaojie, Yin, Yue, Wu, Yanfeng, Hou, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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