Zhanpeng Fang
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View article: Multi-Objective Reliability Optimization of Telescopic Boom for Special Vehicles Based on RSM-RBFNN Hybrid Surrogate Model
Multi-Objective Reliability Optimization of Telescopic Boom for Special Vehicles Based on RSM-RBFNN Hybrid Surrogate Model Open
To achieve the co-optimization of dynamic–static performance and lightweight design for the telescopic boom, we proposed an integrated approach within a multi-objective optimization framework by using hybrid surrogate model, combined weigh…
View article: Torque vibration linear/nonlinear active disturbance rejection control of doubly-fed wind turbine transmission system
Torque vibration linear/nonlinear active disturbance rejection control of doubly-fed wind turbine transmission system Open
Torque fluctuation in the doubly-fed wind turbine transmission system is an important factor affecting the instability of generator power, such as rapid frequency changes and large amplitude fluctuations in wind speed, as well as nonlinear…
View article: Stiffness Optimization for Hybrid Electric Vehicle Powertrain Mounting System in the Context of NSGA II for Vibration Decoupling and Dynamic Reaction Minimization
Stiffness Optimization for Hybrid Electric Vehicle Powertrain Mounting System in the Context of NSGA II for Vibration Decoupling and Dynamic Reaction Minimization Open
In order to solve the problem of the insufficient vibration isolation performance of passenger cars in the suspension matching process, the six-degree-of-freedom (6-DOF) model, including three translational (x, y, z) and three rotational (…
View article: Multi-scale optimization design of viscoelastic damping sandwich plate
Multi-scale optimization design of viscoelastic damping sandwich plate Open
Aiming at the optimization design problem of viscoelastic damping sandwich plate under the background of lightweight, a multi-scale optimization design method is proposed to realize the collaborative optimization design of viscoelastic dam…
View article: Research on multi-objective optimization method of Z-shaped pipeline structure based on Kriging model
Research on multi-objective optimization method of Z-shaped pipeline structure based on Kriging model Open
Slurry pipeline transportation is widely used in dredging and serves as an essential method for conveying solid materials. However, accurately describing the interaction between slurry and particles through numerical simulations, while opt…
View article: E-YOLOv4-tiny: a traffic sign detection algorithm for urban road scenarios
E-YOLOv4-tiny: a traffic sign detection algorithm for urban road scenarios Open
Introduction In urban road scenes, due to the small size of traffic signs and the large amount of surrounding interference information, current methods are difficult to achieve good detection results in the field of unmanned driving. Metho…
View article: State of Health Estimation Based on the Long Short-Term Memory Network Using Incremental Capacity and Transfer Learning
State of Health Estimation Based on the Long Short-Term Memory Network Using Incremental Capacity and Transfer Learning Open
Battery state of health (SOH) estimating is essential for the safety and preservation of electric vehicles. The degradation mechanism of batteries under different aging conditions has attracted considerable attention in SOH prediction. In …
View article: A Near-Field Area Object Detection Method for Intelligent Vehicles Based on Multi-Sensor Information Fusion
A Near-Field Area Object Detection Method for Intelligent Vehicles Based on Multi-Sensor Information Fusion Open
In order to solve the difficulty for intelligent vehicles in detecting near-field targets, this paper proposes a near-field object detection method based on multi-sensor information fusion. Firstly, the F-CenterFusion method is proposed to…
View article: Cooperative Perception Technology of Autonomous Driving in the Internet of Vehicles Environment: A Review
Cooperative Perception Technology of Autonomous Driving in the Internet of Vehicles Environment: A Review Open
Cooperative perception, as a critical technology of intelligent connected vehicles, aims to use wireless communication technology to interact and fuse environmental information obtained by edge nodes with local perception information, whic…
View article: Dynamic Characteristics of the Helical Planetary Transmission System considering the Installation Error of Shaft
Dynamic Characteristics of the Helical Planetary Transmission System considering the Installation Error of Shaft Open
The helical planetary transmission system (HPTS) is widely used in wind power, hydropower, and shield machine, which operating conditions are extremely complicated, and the existence of component installation errors will result in response…
View article: Concurrent Topology Optimization for Maximizing the Modal Loss Factor of Plates with Constrained Layer Damping Treatment
Concurrent Topology Optimization for Maximizing the Modal Loss Factor of Plates with Constrained Layer Damping Treatment Open
Damping performance of the plates with constrained layer damping (CLD) treatment mainly depends on the layout of CLD material and the material physical properties of the viscoelastic damping layer. This paper develops a concurrent topology…
View article: Deep learning for occluded and multi‐scale pedestrian detection: A review
Deep learning for occluded and multi‐scale pedestrian detection: A review Open
Pedestrian detection, as a research hotspot in the field of computer vision, is widely used in many fields, such as automatic driving, video surveillance, robots and so on. In recent years, with the rapid development of deep learning, pede…
View article: Microstructural Topology Optimization of Constrained Layer Damping on Plates for Maximum Modal Loss Factor of Macrostructures
Microstructural Topology Optimization of Constrained Layer Damping on Plates for Maximum Modal Loss Factor of Macrostructures Open
This paper presents microstructural topology optimization of viscoelastic materials for the plates with constrained layer damping (CLD) treatments. The design objective is to maximize modal loss factor of macrostructures, which is obtained…
View article: Bearing Fault Diagnosis Based on Spatial Features of 2.5 Dimensional Sound Field
Bearing Fault Diagnosis Based on Spatial Features of 2.5 Dimensional Sound Field Open
The traditional acoustic‐based diagnosis (ABD) technique based on single‐channel testing has a significant engineering value. Since its diagnosis robustness is sensitive to sound signal acquisition location, it develops slowly. To solve th…
View article: Topology Optimization of Constrained Layer Damping Structures Subjected to Stationary Random Excitation
Topology Optimization of Constrained Layer Damping Structures Subjected to Stationary Random Excitation Open
This paper deals with an optimal layout design of the constrained layer damping (CLD) treatment of vibrating structures subjected to stationary random excitation. The root mean square (RMS) of random response is defined as the objective fu…
View article: Topology Optimization for Minimizing the Resonant Response of Plates with Constrained Layer Damping Treatment
Topology Optimization for Minimizing the Resonant Response of Plates with Constrained Layer Damping Treatment Open
A topology optimization method is proposed to minimize the resonant response of plates with constrained layer damping (CLD) treatment under specified broadband harmonic excitations. The topology optimization problem is formulated and the s…