Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles
This paper presents nonlinear mathematical models of one- and two-track multitrailer vehicles. We derive nonlinear equations of motion in the form of a system of implicit ordinary differential equations (ODEs) by using Lagrangian mechanics. The system of ODEs has the minimum number of states and equ...
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2020-01-01
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doaj-c49a80fba7b74dc28867635c3060c1ad2021-03-30T04:32:28ZengIEEEIEEE Access2169-35362020-01-01820385420387510.1109/ACCESS.2020.30370359252890Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road VehiclesToheed Ghandriz0https://orcid.org/0000-0003-3525-9883Bengt Jacobson1Peter Nilsson2https://orcid.org/0000-0003-3693-1299Leo Laine3Niklas Frojd4Division of Vehicle Engineering and Autonomous Systems, Chalmers University of Technology, Gothenburg, SwedenDivision of Vehicle Engineering and Autonomous Systems, Chalmers University of Technology, Gothenburg, SwedenVolvo Autonomous Solutions, Gothenburg, SwedenDivision of Vehicle Engineering and Autonomous Systems, Chalmers University of Technology, Gothenburg, SwedenVolvo Group Truck Technology, Gothenburg, SwedenThis paper presents nonlinear mathematical models of one- and two-track multitrailer vehicles. We derive nonlinear equations of motion in the form of a system of implicit ordinary differential equations (ODEs) by using Lagrangian mechanics. The system of ODEs has the minimum number of states and equations that enables efficient computations yet maintains the most important nonlinear vehicle dynamic behavior and allows actuator coordination and energy consumption evaluation. As examples, we build different models of a 4-unit long combination vehicle, i.e., two-track 11-axle and single-track 6-axle nonlinear models as well as a linear single-track 6-axle model. We compare the performance of these models to experimental data of different driving maneuvers. The nonlinear single-track model demonstrates close dynamic behavior to the experiment, which makes it an efficient alternative to the two-track model. The vehicle equations can be generated automatically by using the code provided in this paper and subsequently used for conducting frequency analysis, evaluating energy consumption, deriving performance measures from simulations, and facilitating optimal control applications that involve combined steering, braking and propulsion control.https://ieeexplore.ieee.org/document/9252890/Articulated vehicleslong combination vehiclesmultitrailer vehiclessingle-track nonlinear modelsingle-track lineartwo-track nonlinear model |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Toheed Ghandriz Bengt Jacobson Peter Nilsson Leo Laine Niklas Frojd |
spellingShingle |
Toheed Ghandriz Bengt Jacobson Peter Nilsson Leo Laine Niklas Frojd Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles IEEE Access Articulated vehicles long combination vehicles multitrailer vehicles single-track nonlinear model single-track linear two-track nonlinear model |
author_facet |
Toheed Ghandriz Bengt Jacobson Peter Nilsson Leo Laine Niklas Frojd |
author_sort |
Toheed Ghandriz |
title |
Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles |
title_short |
Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles |
title_full |
Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles |
title_fullStr |
Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles |
title_full_unstemmed |
Computationally Efficient Nonlinear One- and Two-Track Models for Multitrailer Road Vehicles |
title_sort |
computationally efficient nonlinear one- and two-track models for multitrailer road vehicles |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
This paper presents nonlinear mathematical models of one- and two-track multitrailer vehicles. We derive nonlinear equations of motion in the form of a system of implicit ordinary differential equations (ODEs) by using Lagrangian mechanics. The system of ODEs has the minimum number of states and equations that enables efficient computations yet maintains the most important nonlinear vehicle dynamic behavior and allows actuator coordination and energy consumption evaluation. As examples, we build different models of a 4-unit long combination vehicle, i.e., two-track 11-axle and single-track 6-axle nonlinear models as well as a linear single-track 6-axle model. We compare the performance of these models to experimental data of different driving maneuvers. The nonlinear single-track model demonstrates close dynamic behavior to the experiment, which makes it an efficient alternative to the two-track model. The vehicle equations can be generated automatically by using the code provided in this paper and subsequently used for conducting frequency analysis, evaluating energy consumption, deriving performance measures from simulations, and facilitating optimal control applications that involve combined steering, braking and propulsion control. |
topic |
Articulated vehicles long combination vehicles multitrailer vehicles single-track nonlinear model single-track linear two-track nonlinear model |
url |
https://ieeexplore.ieee.org/document/9252890/ |
work_keys_str_mv |
AT toheedghandriz computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles AT bengtjacobson computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles AT peternilsson computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles AT leolaine computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles AT niklasfrojd computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles |
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1724181695357255680 |