Operator model for wheel loader short-cycle loading handling

The need to virtually analyze the interaction between construction equipment machines and geomaterials is critical. This paper investigates the virtual analysis of force-driven maneuvers of a wheel loader (WL) within a co-simulation framework. This framework has been developed integrating the operators' model of the WL and its interaction with the power source model, i.e., the drive train, the hydraulics, and the material. It includes trajectory prediction using optimal control and control strategies to follow computed trajectories. The results show that the co-simulation model aligns well with measurement data validating the model's accuracy in different types of operators driving. The results are very useful for engineers in product development to improve WL design and controls. The successful validation of the framework also paves the way for future research to enhance the virtual simulation techniques to optimize WL performances with different types of operators. • High-fidelity multi-body co-simulation framework. • Framework with advanced operator, power source, hydraulic, and particle interactions. • Trajectory planning during simulations using machine characteristics in short-cycle. • Measurements of real-world operators align with simulation model operators.

Authors

Institutions

Publication Details

Journal
Automation in Construction
Published
2024-09-02
DOI
https://doi.org/10.1016/j.autcon.2024.105691
Citations
6
Primary Topic
Mechanical Systems and Engineering
Type
article
Field-Weighted Citation Impact
0.61
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Operator model for wheel loader short-cycle loading handling

Manoranjan Kumar, Torbjörn Ekevid, Welf Löwe
6 citations
Automation in Construction
Mechanical Systems and Engineering
0.61
article

Operator model for wheel loader short-cycle loading handling

Manoranjan Kumar, Torbjörn Ekevid, Welf Löwe
article en
6 citations

Abstract

The need to virtually analyze the interaction between construction equipment machines and geomaterials is critical. This paper investigates the virtual analysis of force-driven maneuvers of a wheel loader (WL) within a co-simulation framework. This framework has been developed integrating the operators' model of the WL and its interaction with the power source model, i.e., the drive train, the hydraulics, and the material. It includes trajectory prediction using optimal control and control strategies to follow computed trajectories. The results show that the co-simulation model aligns well with measurement data validating the model's accuracy in different types of operators driving. The results are very useful for engineers in product development to improve WL design and controls. The successful validation of the framework also paves the way for future research to enhance the virtual simulation techniques to optimize WL performances with different types of operators. • High-fidelity multi-body co-simulation framework. • Framework with advanced operator, power source, hydraulic, and particle interactions. • Trajectory planning during simulations using machine characteristics in short-cycle. • Measurements of real-world operators align with simulation model operators.

Automation in ConstructionVol. 167
Volvo (Sweden) (SE), Linnaeus University (SE)
Affordable and clean energy
Openalex Percentile: Top 39%
Mechanical Systems and Engineering
0.61
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.