Review of clustering technology and its application in coordinating vehicle subsystems

C Zhang, W Huang, T Niu, Z Liu, G Li, D Cao - Automotive Innovation, 2023 - Springer
Clustering is an unsupervised learning technology, and it groups information (observations
or datasets) according to similarity measures. Developing clustering algorithms is a hot topic …

A review on vibration control strategies using magnetorheological materials actuators: Application perspective

A Masa'id, BW Lenggana, U Ubaidillah, DD Susilo… - Actuators, 2023 - mdpi.com
Magnetorheological (MR) materials are a group of smart materials used in new technologies
with controlled reliability. The development of these materials is expanding, starting from MR …

An adaptive unsaturated bistable stochastic resonance method and its application in mechanical fault diagnosis

Z Qiao, Y Lei, J Lin, F Jia - Mechanical Systems and Signal Processing, 2017 - Elsevier
In mechanical fault diagnosis, most traditional methods for signal processing attempt to
suppress or cancel noise imbedded in vibration signals for extracting weak fault …

Disturbance observer based Takagi-Sugeno fuzzy control for an active seat suspension

D Ning, S Sun, F Zhang, H Du, W Li, B Zhang - Mechanical Systems and …, 2017 - Elsevier
In this paper, a disturbance observer based Takagi-Sugeno (TS) fuzzy controller is proposed
for an active seat suspension; both simulations and experiments have been performed …

An active seat suspension design for vibration control of heavy-duty vehicles

D Ning, S Sun, J Zhang, H Du, W Li… - Journal of low …, 2016 - journals.sagepub.com
This paper presents the design, fabrication and testing of an innovative active seat
suspension system for heavy-duty vehicles. Rather than using conventional linear actuators …

Adaptive fuzzy control of a magnetorheological elastomer vibration isolation system with time-varying sinusoidal excitations

J Fu, J Bai, J Lai, P Li, M Yu, HK Lam - Journal of Sound and Vibration, 2019 - Elsevier
This paper presents the design method of an adaptive fuzzy controller (AFC) for a
magnetorheological elastomer (MRE) vibration isolation system with time-varying sinusoidal …

Nonlinear dynamic model of air spring with a damper for vehicle ride comfort

H Zhu, J Yang, Y Zhang, X Feng, Z Ma - Nonlinear Dynamics, 2017 - Springer
The air spring component with a damper inside is widely used in the commercial vehicle as
a vibration isolator. The nonlinear dynamics of the air spring component is important for full …

Control performance of damping and air spring of heavy truck air suspension system with optimal fuzzy control

V Nguyen, R Jiao, J Zhang - SAE International Journal of Vehicle Dynamics …, 2020 - sae.org
The air suspension system of heavy trucks not only improves the vehicle's ride comfort but
also reduces the negative impact on the road surface. In order to evaluate the performance …

Low‐Frequency Performance Analysis of Semi‐Active Cab's Hydraulic Mounts of an Off‐Road Vibratory Roller

V Nguyen, J Zhang, X Yang - Shock and Vibration, 2019 - Wiley Online Library
To improve the ride comfort of the off‐road vibratory roller, the cab's hydraulic mounts were
analyzed to prevent vibration sources transmitting to the cab. However, the cab's low …

An electromagnetic variable inertance device for seat suspension vibration control

D Ning, S Sun, H Du, W Li, N Zhang, M Zheng… - Mechanical systems and …, 2019 - Elsevier
This paper designs and builds an electromagnetic variable inertance (VI) device for a heavy
duty vehicle seat suspension to reduce the vibration transferred to driver bodies. The …