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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Main Authors: Toheed Ghandriz, Bengt Jacobson, Peter Nilsson, Leo Laine, Niklas Frojd
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9252890/
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spelling 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/
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AT bengtjacobson computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles
AT peternilsson computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles
AT leolaine computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles
AT niklasfrojd computationallyefficientnonlinearoneandtwotrackmodelsformultitrailerroadvehicles
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