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Journal ArticleDOI

Chassis Integrated Control for Active Suspension, Active Front Steering and Direct Yaw Moment Systems Using Hierarchical Strategy

Jing Zhao, +3 more
- 02 Jan 2017 - 
- Vol. 55, Iss: 1, pp 72-103
TLDR
In this article, a three-layer hierarchical structure is proposed to coordinate the interactions among active suspension system (ASS), active front steering (AFS), and direct yaw moment control (DYC).
Abstract
This paper proposes a novel integrated controller with three-layer hierarchical structure to coordinate the interactions among active suspension system (ASS), active front steering (AFS) and direct yaw moment control (DYC). First of all, a 14-degree-of-freedom nonlinear vehicle dynamic model is constructed. Then, an upper layer is designed to calculate the total corrected moment for ASS and intermediate layer based on linear moment distribution. By considering the working regions of the AFS and DYC, the intermediate layer is functionalised to determine the trigger signal for the lower layer with corresponding weights. The lower layer is utilised to separately trace the desired value of each local controller and achieve the local control objectives of each subsystem. Simulation results show that the proposed three-layer hierarchical structure is effective in handling the working region of the AFS and DYC, while the quasi-experimental result shows that the proposed integrated controller is able to improve the lateral and vertical dynamics of the vehicle effectively as compared with a conventional electronic stability controller.

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Citations
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Journal ArticleDOI

MME-EKF-Based Path-Tracking Control of Autonomous Vehicles Considering Input Saturation

TL;DR: The RBFNN and composite nonlinear feedback (CNF) based ISMC is developed to achieve the yaw stabilization and enhance the transient tracking performance considering the input saturation of the front steering angle and the overall stability is proved with Lyapunov function.
Journal ArticleDOI

Practical multi-objective control for automotive semi-active suspension system with nonlinear hydraulic adjustable damper

TL;DR: Numerical and experimental results illustrate that the modeled regulating mechanism of the nonlinear HAD and the proposed multi-objective control of SAS system are effective to improve the vertical performance of the vehicle and feasible in practical applications.
Journal ArticleDOI

Cornering stability control for vehicles with active front steering system using T-S fuzzy based sliding mode control strategy

TL;DR: Simulation results show that the proposed T-S fuzzy based SMC strategy, which considers the nonlinearity of the tire and multi-objective control, is able to improve the cornering stability of the vehicle as compared with the conventionalSMC strategy.
Journal ArticleDOI

A Human-Machine-Cooperative-Driving Controller Based on AFS and DYC for Vehicle Dynamic Stability

TL;DR: In this article, a human-machine-cooperative-driving controller (HMCDC) with a hierarchical structure for vehicle dynamic stability is proposed, which consists of a supervisor, an upper coordination layer, and two lower layers (AFS and DYC).
Journal ArticleDOI

Deep Convolutional Neural Network Based ECG Classification System Using Information Fusion and One-Hot Encoding Techniques

TL;DR: The morphology and rhythm of heartbeats are fused into a two-dimensional information vector for subsequent processing by CNNs that include adaptive learning rate and biased dropout methods to demonstrate that the proposed CNN model is effective for detecting irregular heartbe beats or arrhythmias via automatic feature extraction.
References
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Book

Vehicle dynamics and control

TL;DR: In this paper, the authors present a mean value model of SI and Diesel engines, and design and analysis of passive and active automotive suspension components, as well as semi-active and active suspensions.
Journal ArticleDOI

Predictive Active Steering Control for Autonomous Vehicle Systems

TL;DR: The effectiveness of the proposed MPC formulation is demonstrated by simulation and experimental tests up to 21 m/s on icy roads, and two approaches with different computational complexities are presented.
Proceedings ArticleDOI

Tyre Modelling for Use in Vehicle Dynamics Studies

TL;DR: In this paper, a new way of representing tyre data obtained from measurements in pure cornering and pure braking conditions has been developed in order to further improve the Dynamic Safety of vehicles, making use of a formula with coefficients which describe some of the typifying quantities of a tyre, such as slip stiffnesses at zero slip and force and torque peak values.
Journal ArticleDOI

A Survey of Particle Swarm Optimization Applications in Electric Power Systems

TL;DR: This paper presents a comprehensive coverage of different PSO applications in solving optimization problems in the area of electric power systems and highlights the PSO key features and advantages over other various optimization algorithms.
Book

Vehicle Handling Dynamics: Theory and Application

Masato Abe, +1 more
TL;DR: In this article, the authors combine classical vehicle dynamics with electronic control to develop a thorough understanding of the key attribute to both a vehicle's driveability and its active safety, including tire mechanics, the steering system, vehicle roll, traction and braking.
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