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  • Article
  • Open Access
25 Citations
5,487 Views
16 Pages

Feasibility of a Neural Network-Based Virtual Sensor for Vehicle Unsprung Mass Relative Velocity Estimation

  • Eldar Šabanovič,
  • Paulius Kojis,
  • Šarūnas Šukevičius,
  • Barys Shyrokau,
  • Valentin Ivanov,
  • Miguel Dhaens and
  • Viktor Skrickij

27 October 2021

With the automotive industry moving towards automated driving, sensing is increasingly important in enabling technology. The virtual sensors allow data fusion from various vehicle sensors and provide a prediction for measurement that is hard or too e...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
330 Views
29 Pages

10 August 2026

In-wheel motor drive systems can increase vehicle unsprung mass and thereby alter suspension dynamics. This study investigates the frequency-domain mechanisms through which an unsprung mass increment affects ride comfort, suspension working space, an...

(This article belongs to the Special Issue Modeling and Control for Chassis Devices in Electric Vehicles—2nd Edition)
  • Article
  • Open Access
6 Citations
6,236 Views
12 Pages

Design of a Lightweight Multifunctional Composite Railway Axle Utilising Coaxial Skins

  • Preetum J. Mistry,
  • Michael S. Johnson,
  • Charles A. McRobie and
  • Ivor A. Jones

The rising economic and environmental pressures associated with the generation and consumption of energy necessitates the need for lightweighting of railway vehicles. The railway axle is a prime candidate for lightweighting of the unsprung mass. The...

(This article belongs to the Special Issue Recent Advances in Composite Process Modeling and Characterization)
  • Article
  • Open Access
465 Views
15 Pages

23 May 2026

Tyre mass contributes to unsprung mass, rotating inertia, and broader vehicle-related characteristics, yet manufacturing mass variability among nominally identical passenger-car tyres remains comparatively insufficiently documented experimentally. Th...

(This article belongs to the Special Issue 15th Anniversary of Applied Sciences—Emerging Applications in the Recent 2 Years)
  • Article
  • Open Access
Dynamics2026, 6(3), 40;https://doi.org/10.3390/dynamics6030040 
(registering DOI)

17 September 2026

Reducing unsprung mass in high-performance braking systems is critical for vehicle dynamics, but applying topology optimization (TO) to conventional solid discs under combined thermo-mechanical loading often causes “thermal entrapment” an...

(This article belongs to the Topic Dynamics Modeling, Chaos Theories and Nonlinear Control of Complex Systems: Complexity and AI-Driven to Hybrid and Distributed Computing Approaches)
  • Article
  • Open Access
408 Views
19 Pages

A Structural-Comfort Integrated Approach to Optimized Geometries for In-Wheel Suspensions in Urban Micromobility Vehicles

  • Michelangelo-Santo Gulino,
  • Giovanni Zonfrillo,
  • Mirko Rinchi,
  • Gregorio Dori and
  • Dario Vangi

30 July 2026

The development of suspension systems for urban micro-mobility vehicles, such as bicycles and e-bikes, requires balancing effective road filtering with structural simplicity. Traditional solutions, such as telescopic forks and rear shock absorbers, f...

(This article belongs to the Collection Editorial Board Members’ Collection Series: Designs of New Generation Vehicles)
  • Article
  • Open Access
2 Citations
3,032 Views
18 Pages

1 July 2024

This paper explores the modeling and simulation of an innovative double-damper suspension system, evaluating its effectiveness through different test scenarios. The double damper integrates two individual dampers into a unified assembly. The modeling...

(This article belongs to the Special Issue Nonlinear Vibration of Mechanical Systems)
  • Article
  • Open Access
22 Citations
6,054 Views
23 Pages

7 June 2021

In the process of vehicle chassis electrification, different active actuators and systems have been developed and commercialized for improved vehicle dynamic performances. For a vehicle system with actuation redundancy, the integration of individual...

(This article belongs to the Special Issue Advanced Sensing and Control for Connected and Automated Vehicles)
  • Article
  • Open Access
25 Citations
2,700 Views
6 Pages

For many, in wheel motors offer a panacea for vehicle design. However history shows the delivery of an acceptable in wheel motor is a deeply challenging task which is dedicated to understanding aggressive torque and speed requirements behind demands...

  • Review
  • Open Access
119 Citations
29,382 Views
31 Pages

In-Wheel Motor Drive Systems for Electric Vehicles: State of the Art, Challenges, and Future Trends

  • Kritika Deepak,
  • Mohamed Amine Frikha,
  • Yassine Benômar,
  • Mohamed El Baghdadi and
  • Omar Hegazy

29 March 2023

Recently, there has been significant attention given to the electrification of transportation due to concerns about fossil fuel depletion and environmental pollution. Conventional drive systems typically include a clutch, reduction gear, and mechanic...

(This article belongs to the Collection "Electric Vehicles" Section: Review Papers)
  • Article
  • Open Access
7 Citations
2,975 Views
15 Pages

19 April 2021

This paper compares the energy economy and vertical vibration characteristics of in-wheel drive electric vehicles (IEVs), in-wheel drive electric hydraulic hybrid vehicles (IHVs) and centralized drive electric vehicles (CEVs). The dynamic programming...

(This article belongs to the Section E: Electric Vehicles)
  • Article
  • Open Access
6 Citations
2,674 Views
22 Pages

Road roughness exerts a direct influence on the vertical dynamic performance of vehicles, and the accurate characterization of road roughness is essential for optimizing vehicle suspension systems. This paper addresses two key challenges in roughness...

(This article belongs to the Special Issue Advances in Vehicle Suspension System Optimization and Control)
  • Article
  • Open Access
3 Citations
1,750 Views
19 Pages

Optimal Design of Linear Quadratic Regulator for Vehicle Suspension System Based on Bacterial Memetic Algorithm

  • Bala Abdullahi Magaji,
  • Aminu Babangida,
  • Abdullahi Bala Kunya and
  • Péter Tamás Szemes

27 July 2025

The automotive suspension must perform competently to support comfort and safety when driving. Traditionally, car suspension control tuning is performed through trial and error or with classical techniques that cannot guarantee optimal performance un...

(This article belongs to the Special Issue Advanced Control Systems and Engineering Cybernetics)
  • Article
  • Open Access
5 Citations
2,972 Views
15 Pages

30 September 2022

The suspension system is a significant part of a vehicle because it transmits the torque and force between the wheels and the frame, meeting the requirements of ride comfort. In this paper, a novel interconnected air suspension was introduced and a c...

(This article belongs to the Special Issue Application of Active Noise and Vibration Control)
  • Article
  • Open Access
20 Citations
2,717 Views
6 Pages

Integrated Design of In-Wheel Motor System on Rear Wheels for Small Electric Vehicle

  • Donghyun Kim,
  • Kyeongho Shin,
  • Youngkwang Kim and
  • Jaeseung Cheon

24 September 2010

Generally, In-Wheel motor system consists of suspension, steering, electric motor, friction brake, and wheel and varies with the combination structure of each component. However, the key point of In-Wheel motor system to be applied in small electric...

  • Article
  • Open Access
4 Citations
7,017 Views
32 Pages

29 January 2015

This article presents a method that provides an estimate of road bank by decoupling the vehicle roll due to the dynamics and the roll due to the road bank. Suspension deflection measurements were used to provide a measurement of the relative roll bet...

(This article belongs to the Special Issue Intelligent and Cooperative Vehicles)
  • Article
  • Open Access
2 Citations
2,023 Views
17 Pages

A New Approach for Modeling Vertical Dynamics of Motorcycles Based on Graph Theory

  • Mouad Garziad,
  • Abdelmjid Saka,
  • Hassane Moustabchir and
  • Maria Luminita Scutaru

The main objective of this research is to establish a new formulation and mathematical model based on graph theory to create dynamic equations and provide clarity on the fundamental formulation. We have employed graph theory as a new approach to deve...

(This article belongs to the Section E2: Control Theory and Mechanics)
  • Article
  • Open Access
556 Views
26 Pages

7 July 2026

This paper presents an LMI-based discrete PI–P cascade control method for active quarter-car suspension systems. The quarter-car dynamics are reformulated into a modified cascade sampled-data model that retains the body–wheel coupling bet...

(This article belongs to the Special Issue Actuator Fault Diagnosis, State Detection and Fault Tolerant Control for Ground and Rail Vehicles, 2nd Edition)
  • Article
  • Open Access
5 Citations
3,038 Views
19 Pages

25 May 2022

Aiming at the negative vibration effect caused by the increased unsprung mass of the hub motor-air suspension (HM-AS) vehicle and the unbalanced magnetic force (UMF) of the hub motor, a linear quadratic regulator (LQR) air suspension control strategy...

(This article belongs to the Section E: Electric Vehicles)
  • Communication
  • Open Access
10 Citations
5,590 Views
15 Pages

24 September 2021

This paper presents a double sky-hook algorithm for controlling semi-active suspension systems in order to improve road-holding property for application in an in-wheel motor. The main disadvantage of the in-wheel motor is the increase in unsprung mas...

(This article belongs to the Special Issue Performance and Safety Enhancement Strategies in Vehicle Dynamics and Ground Contact)
  • Article
  • Open Access
14 Citations
7,421 Views
25 Pages

Dynamic Modeling and Analysis of a Driving Passenger Vehicle

  • Seen Yun,
  • Jeonga Lee,
  • Woojae Jang,
  • Daeji Kim,
  • Minseok Choi and
  • Jintai Chung

10 May 2023

This study presents a dynamic model of a passenger vehicle and analyzes its dynamic characteristics and responses. A dynamic vehicle model with seven degrees of freedom was established to analyze the behavior of a driving vehicle. The vehicle model h...

(This article belongs to the Topic Vehicle Dynamics and Control)
  • Article
  • Open Access
3 Citations
2,265 Views
22 Pages

Analytical Investigation of Vertical Force Control in In-Wheel Motors for Enhanced Ride Comfort

  • Chanoknan Bunlapyanan,
  • Sunhapos Chantranuwathana and
  • Gridsada Phanomchoeng

27 July 2024

This study explores the effectiveness of vertical force control in in-wheel motors (IWMs) to enhance ride comfort in electric vehicles (EVs). A dynamic vehicle model and a proportional ride-blending controller were used to reduce vertical vibrations...

(This article belongs to the Special Issue Advances in Vehicle System Dynamics and Control)
  • Article
  • Open Access
770 Views
28 Pages

A Multi-Stage Topology Optimization Approach for Lightweight Automotive Upright Design

  • Erik Rosado-Tamariz,
  • Rene Davila-De-La-Peña,
  • Rafael Campos-Amezcua,
  • Carlos D. García-Beltrán,
  • Alfonso Campos-Amezcua and
  • Jorge Yusef Colín-Castillo

27 April 2026

Lightweight structural design is a critical objective in automotive engineering, particularly for suspension components that directly influence unsprung mass and vehicle dynamics. Although topology optimization is widely used to achieve high stiffnes...

(This article belongs to the Section Mechanical Engineering)
  • Article
  • Open Access
35 Citations
3,092 Views
23 Pages

8 March 2024

Electric vehicles with hub motors have integrated the motor into the wheel, which increase the unsprung mass of the vehicle, and intensifies the vibration of the underspring components. The motor excitation during driving also intensifies the wheel v...

(This article belongs to the Section Vehicular Sensing)
  • Article
  • Open Access
25 Citations
7,153 Views
17 Pages

25 June 2024

This study proposes two adaptive controllers and applies them to the vibration control of an in-wheel motor vehicle’s (electric vehicle) suspension system, in which a semi-active magnetorheological (MR) damper is installed as an actuator. As a...

(This article belongs to the Special Issue Adaptive Control Using Magnetorheological Technology)
  • Article
  • Open Access
9 Citations
3,400 Views
14 Pages

14 September 2023

Aiming at the requirements of distributed braking and advanced automatic driving, a brake-by-wire unit based on a direct drive pump–valve cooperative is proposed. To realize the wheel cylinder pressure regulation, the hydraulic pump is directly...

(This article belongs to the Special Issue Linear Motors and Direct-Drive Technology)
  • Article
  • Open Access
13 Citations
3,116 Views
23 Pages

24 February 2023

This study aims to improve the vehicle vertical dynamics performance in the sprung and unsprung state for in-wheel-motor-driven electric vehicles (IWMD EVs) while considering the unbalanced electric magnetic force effects. An integrated vibration eli...

(This article belongs to the Special Issue Emerging Scientific and Technical Challenges and Developments in Key Power Electronics and Mechanical Engineering)
  • Article
  • Open Access
1,355 Views
9 Pages

Vehicle Inter-dependent Control Transmission Architectures - VICTA

  • Patrick Chi Kwong LUK,
  • Liqiang JIN,
  • Changjian HU and
  • Ken JINUPUN

24 September 2010

This paper proposes a novel hybridized vehicle inter-dependent control transmission architecture (VICTA) that offers key advantages over existing systems. It embodies a compact torque generation system formed by two or more electric machines axially...

  • Article
  • Open Access
309 Views
28 Pages

Roll–Vertical Coupled Roll State Estimation and Coordinated Control for Active Suspension Vehicles

  • Tie Xu,
  • Jie Hu,
  • Guoqing Sun,
  • Jianbo Wen,
  • Danhua Chen,
  • Yuanyi Huang and
  • Pei Zhang

10 August 2026

Roll motion induced by steering maneuvers and vertical vibration excited by road unevenness are strongly coupled in active suspension vehicles. Neglecting this coupling may deteriorate the performance of coordinated chassis control and compromise bot...

  • Article
  • Open Access
2,946 Views
19 Pages

Additively Manufactured Wheel Suspension System with Integrated Conductions

  • Fabian Weitz,
  • Christian Simon Debnar,
  • Michael Frey and
  • Frank Gauterin

27 June 2024

Increasing urbanisation and growing environmental awareness in society require new and innovative vehicle concepts. In the present work, the design freedoms of additive manufacturing (AM) are used to develop a front-axle wheel suspension for a novel...

  • Article
  • Open Access
24 Citations
6,957 Views
13 Pages

Ride Blending Control for Electric Vehicles

  • Vincenzo Ricciardi,
  • Valentin Ivanov,
  • Miguel Dhaens,
  • Bert Vandersmissen,
  • Marc Geraerts,
  • Dzmitry Savitski and
  • Klaus Augsburg

Vehicles equipped with in-wheel motors (IWMs) feature advanced control functions that allow for enhanced vehicle dynamics and stability. However, these improvements occur to the detriment of ride comfort due to the increased unsprung mass. This study...

(This article belongs to the Special Issue Selected Papers from The 31st International Electric Vehicles Symposium and Exhibition (Kobe, Japan))
  • Article
  • Open Access
19 Citations
4,128 Views
26 Pages

Accelerometer-Based Pavement Classification for Vehicle Dynamics Analysis Using Neural Networks

  • Vytenis Surblys,
  • Edward Kozłowski,
  • Jonas Matijošius,
  • Paweł Gołda,
  • Agnieszka Laskowska and
  • Artūras Kilikevičius

3 November 2024

This research examines the influence of various pavement types on vehicle dynamics, specifically concentrating on vertical acceleration and its implications for unsprung mass, including the wheels and suspension system. The objective of this project...

(This article belongs to the Special Issue New Technology for Road Surface Detection)
  • Article
  • Open Access
1 Citations
1,981 Views
17 Pages

19 December 2024

This paper presents a novel power electronic module (PEM) for chassis-by-wire in passenger cars. The PEM is supposed to be installed in a close-to-wheel position, which provides electrical interfaces with a power harness and signal harness. When the...

  • Article
  • Open Access
18 Citations
3,566 Views
27 Pages

11 January 2025

The in-wheel motor (IWM) powertrain layout offers greater design flexibility and higher efficiency of an electric vehicle but has limited commercial success mainly due to the concerns of increased unsprung mass. This paper proposes a semi-active susp...

(This article belongs to the Section Vehicle Engineering)
  • Article
  • Open Access
4 Citations
2,997 Views
46 Pages

3 December 2024

The drive system of an electric car must meet road requirements related to overcoming obstacles and driving dynamics depending on the class and purpose of the vehicle. The driving dynamics of modern cars as well as size and weight limitations mean th...

(This article belongs to the Special Issue Energy, Electrical and Power Engineering: 3rd Edition)
  • Article
  • Open Access
14 Citations
4,425 Views
16 Pages

Vibration Control of Car Body and Wheel Motions for In-Wheel Motor Vehicles Using Road Type Classification

  • Young-Jun Kim,
  • Youngil Sohn,
  • Sehyun Chang,
  • Seung-Bok Choi and
  • Jong-Seok Oh

18 February 2024

In-wheel motor vehicles are gaining attention as a new type of electric vehicle due to their efficient power units located inside each wheel hub. However, they are more susceptible to wheel resonance due to the increase in unsprung mass caused by the...

(This article belongs to the Special Issue Actuators and Dampers for Vibration Control: Damping and Isolation Applications - Volume II)
  • Article
  • Open Access
51 Citations
7,907 Views
23 Pages

5 December 2017

This paper presents an integration design scheme and an optimization control strategy for electric wheels to suppress the in-wheel vibration and improve vehicle ride comfort. The in-wheel motor is considered as a dynamic vibration absorber (DVA), whi...

(This article belongs to the Special Issue The International Symposium on Electric Vehicles (ISEV2017))
  • Article
  • Open Access
4 Citations
2,399 Views
18 Pages

24 March 2023

A new method including suspension and wheel vibration energy regeneration is proposed in this study to coordinate the contradiction between vibration energy regeneration and dynamic performance of in-wheel motor electric vehicles (IWM-EVs). The influ...

(This article belongs to the Section E: Electric Vehicles)
  • Article
  • Open Access
7 Citations
5,816 Views
14 Pages

2 September 2021

To improve the efficiency of the electric vehicle (EV) drive systems and EV performance, the use of multi-speed transmissions and distributed drives has been studied extensively. In addition, to develop efficient and compact drive systems, new clutch...

(This article belongs to the Special Issue Actuators for Intelligent Electric Vehicles)
  • Article
  • Open Access
1 Citations
298 Views
23 Pages

This paper investigates the fault-tolerant constrained control problem of a nonlinear quarter-car active suspension system subject to road disturbances, body-state constraints, and mixed actuator faults. When mixed actuator faults, state constraints,...

(This article belongs to the Special Issue Advances in Intelligent Motion Planning, Control, and Perception for Robotic Systems)
  • Article
  • Open Access
8 Citations
3,314 Views
13 Pages

21 July 2022

This paper aims to present a suspension control strategy for a semi-active mount with variable damping utilizing a smart magneto-rheological fluid (MRF), which will be applied in a micro autonomous railway inspection car as a primary suspension to pr...

(This article belongs to the Topic Innovation of Applied System)
  • Article
  • Open Access
17 Citations
4,934 Views
18 Pages

14 January 2023

The rollover evaluation index provides an important threshold basis for the anti-rollover control system of vehicle. Regarding the rollover risk of independently driven heavy-duty vehicles, a new rollover evaluation index is proposed, and the feasibi...

(This article belongs to the Special Issue Advanced Modeling, Analysis and Control for Electrified Vehicles)
  • Article
  • Open Access
3 Citations
2,222 Views
4 Pages

The entire drive integration in the wheels of electric cars enables completely new vehicle drive train concepts and liberties with the interior design. Central motor, external gearing, differentials, axels and drive-shafts are no longer required, whi...

  • Article
  • Open Access
2 Citations
1,737 Views
19 Pages

Vibration Control of Wheels in Distributed Drive Electric Vehicle Based on Electro-Mechanical Braking

  • Yinggang Xu,
  • Zheng Zhu,
  • Zhaonan Li,
  • Xiangyu Wang,
  • Liang Li and
  • Heng Wei

17 August 2025

Electro-Mechanical Braking (EMB), as a novel brake-by-wire technology, is rapidly being implemented in vehicle chassis systems. Nevertheless, the integrated design of the EMB caliper contributes to an increased unsprung mass in Distributed Drive Elec...

(This article belongs to the Special Issue Advances in Dynamics and Control of Vehicles)
  • Article
  • Open Access
1,197 Views
10 Pages

Electric vehicles equipped with in-wheel motors provide packaging, controllability, and drivetrain-simplification advantages; however, the increase in wheel-side unsprung mass can intensify vibration transmission to the chassis, seat, and occupant. T...

(This article belongs to the Section Vehicle Control and Management)
  • Article
  • Open Access
670 Views
23 Pages

21 March 2026

This study investigates the transient wheel–rail contact mechanics of welded joints in heavy-haul rails via a validated 3D finite element model, and analyzes the stick-slip behavior, dynamic response and elastoplastic characteristics in the bas...

(This article belongs to the Special Issue Road and Rail Construction Materials: Development and Prospects)
  • Article
  • Open Access
742 Views
20 Pages

This paper investigates the performance of a speed-dependent variable inerter in improving vehicle suspension performance. Unlike conventional and passive inerter suspensions with fixed mechanical properties, the proposed speed-dependent variable ine...

(This article belongs to the Special Issue Smart Vibration Control and Suspension Systems in Automotive Engineering)
  • Article
  • Open Access
29 Citations
4,336 Views
20 Pages

7 December 2021

This paper presents a method to design active suspension controllers for a 7-Degree-of-Freedom (DOF) full-car (FC) model from controllers designed with a 2-DOF quarter-car (QC) one. A linear quadratic regulator (LQR) with 7-DOF FC model has been wide...

(This article belongs to the Special Issue Vehicle Dynamics and Control)
  • Article
  • Open Access
245 Views
18 Pages

20 August 2026

The new Euro 7 standard will be the first legislation to limit the emissions produced by an automotive brake system. This has caused brake manufacturers to seek radical solutions to reduce the emissions generated from conventional grey cast iron (GCI...

(This article belongs to the Special Issue Plasma Electrolytic Oxidation (PEO) Coatings—3rd Edition)
  • Article
  • Open Access
32 Citations
8,137 Views
18 Pages

Variability of Gravel Pavement Roughness: An Analysis of the Impact on Vehicle Dynamic Response and Driving Comfort

  • Vidas Žuraulis,
  • Henrikas Sivilevičius,
  • Eldar Šabanovič,
  • Valentin Ivanov and
  • Viktor Skrickij

18 August 2021

Gravel pavement has lower construction costs but poorer performance than asphalt surfaces on roads. It also emits dust and deforms under the impact of vehicle loads and ambient air factors; the resulting ripples and ruts constantly deepen, and theref...

(This article belongs to the Special Issue Performance and Safety Enhancement Strategies in Vehicle Dynamics and Ground Contact)

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