黄贤振

2026

新质生产力驱动下职业教育核心课程的创新路径研究——以工业机器人运动控制课程为例

《现代职业教育》

2026

X型双支撑准零刚度隔振器优化设计

《振动、测试与诊断》

2026

风电调心滚子轴承的接触载荷与寿命可靠性分析

《吉林大学学报(工学版)》

DOI

2026

基于动态知识挖掘的机械制造技术基础智慧课程建设研究

《中国现代教育装备》

DOI

2026

螺栓组连接高精度变形状况及可靠性分析

《吉林大学学报(工学版)》

2026

Digital twin assisted surface roughness prediction in milling processes

Mechanical systems and signal processing

DOI

2026

Deep learning-based mechanism- and signal-driven framework for early prediction of milling surface roughness

Mechanical systems and signal processing

DOI

2026

Towards trustworthy milling chatter detection via physics-assisted feature extraction and stacking-based decision-level fusion

Mechanical systems and signal processing

DOI

2026

Physics-informed deep learning method for surface roughness prediction in milling process

Advanced Engineering Informatics

DOI

2026

Investigation on intelligent surface roughness prediction considering chatter effects based on fine-grained feature extraction and fusion

Engineering applications of artificial intelligence

DOI

2026

Efficient reliability analysis of ball-end milling accuracy under low radial engagement based on dynamic force model and two-stage adaptive Kriging method

Advances in Engineering Software

DOI

2026

Reliability-based design optimization of ball-end milling parameters using two-stage Kriging model and dandelion optimizer

Advances in Engineering Software

DOI

2026

Physics-informed identification of stochastic vibration for the bearing-rotor system

Mechanical systems and signal processing

DOI

2026

A physics-guided multi-scale attention fusion network for bearing remaining useful life prediction

Measurement science and technology

DOI

2026

Reliability evaluation of the micro-milling process based on time-varying parameters prediction and multi-index correlation analysis

Mechanical systems and signal processing

DOI

2026

A gear fault diagnosis method based on neural network architecture search with cross-modal dynamic convolution enhancement

Engineering Research Express

DOI

2026

PSO-GPR-based stochastic-aware recognition system of in-process surface roughness for micro-milling operation of ceramic composite

Composites. Part A, Applied science and manufacturing

DOI

2026

A digital twin-driven in-process monitoring system for the ultrasonic vibration-assisted milling

Robotics Comput. Integr. Manuf.

DOI

2026

Modeling and reliability analysis of argon content degradation data in immersion test of insulating glass units based on Wiener process

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability

DOI

2026

Reliability assessment of the shock isolation performance for parallel mechanisms under multi-source uncertainties

European Journal of Mechanics - A/Solids

DOI

2026

Analysis of time-varying reliability in worm-and-worm gear transmission precision

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability

DOI

2026

A novel GRU-SCN ensemble learning approach for time-varying reliability evaluation

Probabilistic Engineering Mechanics

DOI

2026

Fatigue life and reliability analysis of support bearings in double rotary tables

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2025

基于失效模式和动态贝叶斯网络的数控机床可靠性分析

《吉林大学学报(工学版)》

DOI

2025

数控机床回转工作台可靠性优化

《东北大学学报(自然科学版)》

2025

考虑轴承非线性恢复力的主轴振动可靠性分析

《吉林大学学报(工学版)》

DOI

2025

机床回转工作台变形全局可靠性灵敏度分析

《吉林大学学报(工学版)》

DOI

2025

考虑铣削表面形貌的工艺参数可靠性优化

《东北大学学报(自然科学版)》

2025

协同育人机制下“大师工作室+企业工作站”双平台融合路径的探索与实践

《太原城市职业技术学院学报》

DOI

2025

Topology and reliability-based design optimization for dual rotary tables of five-axis CNC machine tools

Journal of Reliability Science and Engineering

DOI

2025

MFAformer: A novel framework for milling chatter detection via multi-source signal fusion

Mechanical systems and signal processing

DOI

2025

Online chatter monitor of high-speed milling based on improved VMD

The International Journal of Advanced Manufacturing Technology

DOI

2025

Intelligent chatter detection in high-speed milling using successive variational mode decomposition and a multi-channel feature fusion network

Computers in industry (Print)

DOI

2025

Multi-source heterogeneous sensor information fusion framework for intelligent online chatter detection in different milling conditions

Knowledge-Based Systems

DOI

2025

Multiscale thermal-fluid-solid coupled dynamic modeling of multi-type bearing-supported rotor system with misalignment faults

Mechanical systems and signal processing

DOI

2025

Prediction of bolted joint preload based on FEM-VMD-ISSA-LSTM under cyclic transverse load

Proceedings of the Institution of mechanical engineers. Part C, journal of mechanical engineering science

DOI

2025

Dynamic modeling and spectrum modulation effect of multi-type bearing-supported rotor systems with combined misalignment faults

Journal of Sound and Vibration

DOI

2025

A fatigue life prediction method based on multi-signal fusion deep attention residual convolutional neural network

Applied Acoustics

DOI

2025

Real-time control parameter update and stochastic tool wear monitoring framework for nonlinear micro-milling process

Precision engineering

DOI

2025

Prediction of fatigue crack propagation driven by data and model collaboration with probability updates

Theoretical and Applied Fracture Mechanics

DOI

2025

Cold-bending reliability analysis of curtain wall glass based on multi-fidelity surrogate model

Structures

DOI

2025

Reliability-based design optimization of key components in a gantry machining center

Probabilistic Engineering Mechanics

DOI

2025

Reliability-based design optimization of a cradle-type double rotary table for 5-axis machining center

Mechanics Based Design of Structures and Machines

DOI

2025

Few-Shot Bearing Fault Diagnosis Based on Finite Impulse Response Generative Adversarial Networks With Frequency-Domain Loss Constraints

IEEE Transactions on Instrumentation and Measurement

DOI

2024

基于改进阿林斯法的数控机床子系统可靠性分配

《东北大学学报(自然科学版)》

2024

横向载荷与预紧力对螺栓断裂寿命的影响

《东北大学学报(自然科学版)》

2024

高速电主轴系统振动特性和精度可靠性分析

《吉林大学学报(工学版)》

2024

考虑热误差的电主轴建模与可靠性全局灵敏度分析

《东北大学学报(自然科学版)》

2024

Surface topography prediction and reliability analysis of ball end milling

Measurement

DOI

2024

Network architecture search methods for constructing efficient fault diagnosis models in rotating machinery

Measurement science and technology

DOI

2024

A multiple conditions dual inputs attention network remaining useful life prediction method

Engineering applications of artificial intelligence

DOI

2024

Global reliability sensitivity analysis of cradle-type double rotary table

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2024

The prediction of bolted joint loosening state under transverse load based on a data-driven model

Mechanics Based Design of Structures and Machines

DOI

2024

Sustainable optimization of micro-milling machining parameters considering reliability assessment

Mechanics Based Design of Structures and Machines

DOI

2024

Modeling and reliability analysis of the micro-milling process considering stochastic tool wear with surrogate models

Mechanics Based Design of Structures and Machines

DOI

2024

Thermal error prediction and reliability analysis of the main shaft bearing at wind turbines

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2024

Lifetime study of uniform and non-uniform multi-crack fusion and extension in an approximate plane

Theoretical and Applied Fracture Mechanics

DOI

2024

Transient characteristics of misaligned roller bearing considering thermal-fluid-solid coupled

Tribology International

DOI

2024

Time-varying dynamic modeling of micro-milling considering tool wear and the process parameter identification

Mechanics Based Design of Structures and Machines

DOI

2024

Probabilistic analysis of bolted joint anti-loosening under cyclic transverse load

Mechanics Based Design of Structures and Machines

DOI

2024

Fatigue crack damage tolerance life prediction based on SCN-IHDMR method

International Journal of Fatigue

DOI

2024

Physics-guided intelligent system for cutting force estimation in ultrasonic atomization-assisted micro-milling of porous titanium

Mechanical Systems and Signal Processing

DOI

2023

Online monitoring model of micro-milling force incorporating tool wear prediction process

Expert Systems With Applications，Vol. 223

DOI

2023

基于最优拉丁Widrow-Hoff网络的变负载机械臂自适应鲁棒控制

《机械设计与研究》

2023

打磨机器人的打磨头螺栓组系统可靠性分析

《东北大学学报(自然科学版)》

2023

风力发电机主轴轴承零游隙位置概率分析

《东北大学学报(自然科学版)》

2023

风电轴承疲劳寿命的可靠性灵敏度分析

《东北大学学报(自然科学版)》

2023

基于SFS-SVR的高速铣削刀具剩余使用寿命预测

《东北大学学报(自然科学版)》

2023

基于双向流固耦合的锥阀阀芯位移可靠性分析

《东北大学学报(自然科学版)》

2023

螺栓预紧连接可靠性灵敏度分析

《吉林大学学报(工学版)》

2023

Reliability-based design optimization scheme of isolation capacity of nonlinear vibration isolators

Engineering Structures

DOI

2023

A new domain adaption residual separable convolutional neural network model for cross-domain remaining useful life prediction

ISA Transactions

DOI

2023

Cutting tool wear prediction based on the multi-stage Wiener process

The International Journal of Advanced Manufacturing Technology

DOI

2023

Reliability-based design optimization of the spiral water jacket for motorized spindle

Case Studies in Thermal Engineering

DOI

2023

Modified control variates method based on second-order saddle-point approximation for practical reliability analysis

Mechanical sciences

DOI

2023

Regional reliability sensitivity analysis based on dimension reduction technique

Probabilistic Engineering Mechanics

DOI

2023

Reliability analysis of regenerative chatter stability in turning tool systems by modified control variate method

The International Journal of Advanced Manufacturing Technology

DOI

2023

Graph neural network architecture search for rotating machinery fault diagnosis based on reinforcement learning

Mechanical Systems and Signal Processing

DOI

2023

Dynamic stability simulation of micro-milling under the condition of multi-parameter uncertainty

Probabilistic Engineering Mechanics

DOI

2023

Prediction of remaining fatigue life of metal specimens using data-driven method based on acoustic emission signal

Applied Acoustics

DOI

2023

Surrogate model building and error analysis for the damage tolerance life of penetration type fatigue crack

International Journal of Fatigue

DOI

2023

Real-time reliability analysis of micro-milling processes considering the effects of tool wear

Mechanical Systems and Signal Processing

DOI

2023

Reliability Sensitivity Analysis of Main Shaft Bearings of Wind Turbines Subject to Subsurface Stress

Machines

DOI

2023

A wiener-based remaining useful life prediction method with multiple degradation patterns

Advanced Engineering Informatics

DOI

2023

A steps-ahead tool wear prediction method based on support vector regression and particle filtering

Measurement

DOI

2023

Dynamic Reliability-Based Optimization for the Graduation Precision of End Gear Tray

International Symposium on System Security, Safety, and Reliability (ISSSR)

DOI

2023

Reliability analysis and verification of penetration type fatigue crack

Ocean Engineering

DOI

2023

A generalized system reliability model based on survival signature and multiple competing failure processes

Journal of Computational and Applied Mathematics

DOI

2023

Data-driven modeling for the dynamic behavior of nonlinear vibratory systems

Nonlinear Dynamics

DOI

2023

Reliability evaluation method of vibration isolation performance of nonlinear isolator

Journal of Sound and Vibration

DOI

2023

Mechanistic model and probability characteristics of micro-milling force with a new parameter identification method

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture

DOI

2023

Fastening reliability analysis of bolted joint anti-self-loosening

Journal of Constructional Steel Research

DOI

2023

Cutting tool remaining useful life prediction based on robust empirical mode decomposition and Capsule-BiLSTM network

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2022

基于双目视觉的目标识别与定位及机械臂的抓取研究

《自动化与仪表》

2022

基于可靠性的GH4169车削参数优化

《东北大学学报(自然科学版)》

2022

Adaptive surrogate model coupled with stochastic configuration network strategies for time-dependent reliability assessment

Probabilistic Engineering Mechanics

DOI

2022

The study of mixed mode fatigue crack growth mechanism of 25CrNiMo compact tensile specimens by experiment and finite element simulation

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2022

A new reliability analysis approach with multiple correlation neural networks method

Soft Computing

DOI

2022

Dynamic reliability analysis of main shaft bearings in wind turbines

International Journal of Mechanical Sciences

DOI

2022

Thermal performance and heat transfer reliability analysis in helically corrugated helical tube

International Journal of Thermal Sciences

DOI

2022

A new method for contact characteristic analysis of the tapered roller bearing in wind turbine main shaft

Engineering Failure Analysis

DOI

2022

Stochastic configuration network for structural reliability analysis

Mechanics of Advanced Materials and Structures

DOI

2022

A novel bootstrap ensemble learning convolutional simple recurrent unit method for remaining useful life interval prediction of turbofan engines

Measurement Science and Technology

DOI

2022

Sustainability-driven optimization of ultrasonic atomization-assisted micro milling process with ceramic matrix composite

Sustainable materials and technologies

DOI

2022

Reliability optimization of micro-milling cutting parameters using slime mould sequence algorithm

Simulation Modelling Practice and Theory

DOI

2022

A novel remaining useful life prediction method based on multi-support vector regression fusion and adaptive weight updating

ISA Transactions

DOI

2022

Reliability updating and parameter inversion of micro-milling

Mechanical Systems and Signal Processing

DOI

2022

A sequence-to-sequence remaining useful life prediction method combining unsupervised LSTM encoding-decoding and temporal convolutional network

Measurement Science and Technology

DOI

2022

Reliability analysis of micro milling accuracy based on flexible force model

The International Journal of Advanced Manufacturing Technology

DOI

2022

Dynamic response and time-variant reliability analysis of an eight-rod shock isolator

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2022

Reliability and sensitivity analysis of cold-bent curtain wall glass

Journal of Building Engineering

DOI

2022

Development of Deep Residual Neural Networks for Gear Pitting Fault Diagnosis Using Bayesian Optimization

IEEE Transactions on Instrumentation and Measurement

DOI

2022

Structural reliability updating using experimental data

Journal of Mechanical Science and Technology

DOI

2021

多课程融合的工业机器人专业实践教学探索

《天津职业院校联合学报》

2021

角接触球轴承打滑可靠性灵敏度分析

《东北大学学报(自然科学版)》

2021

细长轴车削加工误差可靠性灵敏度分析

《东北大学学报(自然科学版)》

2021

A novel remaining useful life prediction method based on gated attention mechanism capsule neural network

Measurement

DOI

2021

Reliability optimization of cutting parameters considering the diameter error of slender shaft

Journal of Mechanical Science and Technology

DOI

2021

Structural system reliability analysis based on multi-modal optimization and saddlepoint approximation

Mechanics of Advanced Materials and Structures

DOI

2021

A Novel Cap-LSTM Model for Remaining Useful Life Prediction

IEEE Sensors Journal

DOI

2021

Turning tool life reliability analysis based on approximate Bayesian theory

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability

DOI

2021

Stochastic fractal search-optimized multi-support vector regression for remaining useful life prediction of bearings

Journal of the Brazilian Society of Mechanical Sciences and Engineering

DOI

2021

Thermal error prediction and reliability sensitivity analysis of motorized spindle based on Kriging model

Engineering Failure Analysis

DOI

2021

Wiener-based remaining useful life prediction of rolling bearings using improved Kalman filtering and adaptive modification

Measurement

DOI

2021

A method for predicting ball-end cutter milling force and its probabilistic characteristics

Mechanics Based Design of Structures and Machines

DOI

2021

Reliability-based tolerance redesign of mechanical assemblies using Jacobian-Torsor model

Science Progress

DOI

2021

Reliability sensitivity analysis of ball-end milling accuracy

The International Journal of Advanced Manufacturing Technology

DOI

2020

基于survival signature和子集模拟的复杂系统可靠性灵敏度分析

《青岛大学学报(自然科学版)》

2020

Data-Driven Method for Predicting Remaining Useful Life of Bearing Based on Bayesian Theory

Sensors

DOI

2020

A Double-Channel Hybrid Deep Neural Network Based on CNN and BiLSTM for Remaining Useful Life Prediction

Sensors

DOI

2020

Time-varying reliability and global sensitivity analysis of regenerative chatter stability in turning considering tool wear

Mechanics Based Design of Structures and Machines

DOI

2020

Reliability Analysis of Phased Mission Systems When Components Can Be Swapped Upon Failure

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering

DOI

2019

铣削加工表面位置误差的可靠性灵敏度分析

《机械设计与制造》

DOI

2019

车削颤振时变可靠性分析

《东北大学学报(自然科学版)》

2019

薄壁构件铣削加工可靠性灵敏度分析

《东北大学学报(自然科学版)》

2019

System Reliability Assessment with Imprecise Probabilities

Applied Sciences

DOI

2019

A New Study on Reliability Importance Analysis of Phased Mission Systems

IEEE Transactions on Reliability

DOI

2019

Time-variant reliability analysis of a continuous system with strength deterioration based on subset simulation

Advances in Manufacturing

DOI

2019

A New System Reliability Optimization Model Based on Swapping Existing Components

Complexity

DOI

2018

A sparse surrogate model for structural reliability analysis based on the generalized polynomial chaos expansion

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability

DOI

2018

Reliability sensitivity analysis of coherent systems based on survival signature

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability

DOI

2017

三轴数控机床加工精度可靠性及灵敏度分析

《制造技术与机床》

2017

三轴数控机床加工精度可靠性分析

《机床与液压》

2017

基于PLC的RV减速机实验台系统的设计与实现

《科技风》

2017

超高压水射流破拆机器人喷枪结构设计

《装备制造技术》

2017

铣削加工颤振稳定性可靠度的计算方法

《东北大学学报(自然科学版)》

2017

Prediction of surface location error in milling considering the effects of uncertain factors

Mechanical sciences

DOI

2017

A new direct second-order reliability analysis method

Applied Mathematical Modelling

DOI

2017

An approach for optimization of turning parameters considering uncertainty parameters

The International Journal of Advanced Manufacturing Technology

DOI

2016

三轴数控机床加工误差分析

《制造技术与机床》

2016

车削加工颤振稳定性可靠度蒙特卡罗法仿真

《振动、测试与诊断》

2016

基于蒙特卡洛法六自由度机械臂工作空间研究

《装备制造技术》

2016

铁钻工的结构设计与动力学分析

《江苏大学》

2016

超高压水射流破拆机器人机械臂架的仿真研究

《装备制造技术》

2016

基于ADAMS的动力钳齿轮传动系统动态载荷仿真分析

《机械制造》

2016

铁钻工旋扣钳的结构设计和运动学分析

《机械制造》

2016

基于Edgeworth级数法和数据包络分析法的数控车床可靠性分配

《机械强度》

DOI

2016

Reliability analysis of structures using stochastic response surface method and saddlepoint approximation

Structural and Multidisciplinary Optimization

DOI

2016

Probabilistic analysis of dynamic stability for milling process

Nonlinear Dynamics

DOI

2016

Probabilistic analysis of chatter stability in turning

The International Journal of Advanced Manufacturing Technology

DOI

2016

Reliability Analysis of the Chatter Stability during Milling Using a Neural Network

International Journal of Aerospace Engineering

DOI

2015

基于数控机床故障信息的可靠性模糊分配

《东北大学学报(自然科学版)》

2015

基于蒙特卡罗方法的直角切削切削力概率特性分析

《东北大学学报(自然科学版)》

2015

基于蒙特卡洛法的铣削让刀误差概率分布预测

《东北大学学报(自然科学版)》

2015

A method to determine kinematic accuracy reliability of gear mechanisms with truncated random variables

Mechanism and Machine Theory

DOI

2014

渐开线圆柱齿轮系统运动精度可靠性分析

《计算机集成制造系统》

2014

A novel approach for stochastic finite element model updating and parameter estimation

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2013

过盈配合深沟球轴承外圈最大切应力分析

《机械设计与制造》

2013

数控刀架转位系统可靠性稳健设计方法研究

《兵工学报》

2013

基于降维积分的结构系统可靠性分析研究

《力学学报》

2013

A probability estimation method for reliability analysis using mapped Gegenbauer polynomials

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability

DOI

2013

Reliability-based robust optimization design of automobile components with non-normal distribution parameters

Chinese Journal of Mechanical Engineering

DOI

2012

机械结构随机响应统计矩的计算方法

《东北大学学报(自然科学版)》

2012

Reliability–sensitivity analysis using dimension reduction methods and saddlepoint approximations

International Journal for Numerical Methods in Engineering

DOI

2012

Probabilistic Approach to System Reliability of Mechanism with Correlated Failure Models

Mathematical Problems in Engineering

DOI

2011

多失效模式典型结构系统可靠性稳健设计方法研究

《工程力学》

2011

An improved decomposition method in probabilistic analysis using Chebyshev approximations

Structural and Multidisciplinary Optimization

DOI

2011

Fatigue Reliability Sensitivity Analysis of Complex Mechanical Components under Random Excitation

Mathematical Problems in Engineering

DOI

2010

曳引机主传动机构的可靠性稳健设计

《东北大学学报(自然科学版)》

2010

Sensitivity analysis for vibration transfer path systems with non-viscous damping

Journal of Vibration and Control

DOI

2010

Reliability Sensitivity Analysis for Rack-and-Pinion Steering Linkages

Journal of Mechanical Design

DOI

2010

Robust tolerance design for function generation mechanisms with joint clearances

Mechanism and Machine Theory

DOI

2010

Sensitivity with Respect to the Path Parameters and Nonlinear Stiffness of Vibration Transfer Path Systems

Mathematical Problems in Engineering

DOI

2009

多失效模式机械零部件可靠性稳健设计

《中国机械工程》

2009

基于神经网络的机械零部件可靠性稳健设计

《应用力学学报》

2009

System reliability analysis for kinematic performance of planar mechanisms

Chinese Science Bulletin

DOI

2009

A points estimation and series approximation method for uncertainty analysis

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2008

具有应力集中的机械零件可靠性稳健设计

《工程力学》

2007

任意分布参数平面连杆机构运动精度可靠性设计

《机械设计》

An intelligent chatter detection method for high-speed milling under variable tool-workpiece systems and cutting parameters

Mechanical systems and signal processing

DOI

2023

基于稳健经验模态分解和Capsule-BiLSTM网络的刀具剩余使用寿命预测

《第15届全国转子动力学学术大会摘要集》

DOI

2023

螺栓连接防自松紧固可靠性分析

《第15届全国转子动力学学术大会（ROTDYN2023）》

DOI

2023

疲劳载荷谱下风力发电机主轴轴承时变可靠性研究

《第15届全国转子动力学学术大会（ROTDYN2023）》

DOI

2014

一种工程结构可靠性分析方法研究

《2014年全国机械行业可靠性技术学术交流会暨可靠性工程分会第五届委员会成立大会论文集》

2023

A novel reliability analysis method for manufacturing systems based on component swapping

Research Square

DOI