丁鹏飞｜大连海事大学｜学者主页

2026

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

Jialin Li, Kun Long, Yong Xiao, Renxiang Chen, Pengfei Ding, Xianzhen Huang

Engineering Research Express

DOI

2026

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

Pengfei Ding, Zhijie Liu, Yuxiong Li, Jialin Li, Xianzhen Huang

Mechanical Systems and Signal Processing

DOI

2026

Multi-fidelity surrogate modeling of fatigue cracks integrating the effects of parameter randomness

Pengfei Ding, Xinglin Miao, Zhijie Liu, Shangjie Li, Xianzhen Huang, Xiaobang Wang

Mechanics Based Design of Structures and Machines

DOI

2025

个性化产品工艺知识和交互语义增强的主动式人机协作方法

丁鹏飞，张洁，张朋

《计算机集成制造系统》

DOI

2025

基于深度学习的铣刀磨损状态预测研究

丁鹏飞

《哈尔滨理工大学》

2025

面向人本智造的人机协作：发展演变、融合应用与未来展望

张洁，丁鹏飞，王柏村，张朋，吕佑龙，汪俊亮

《机械工程学报》

2025

基于圆渐开线的变截面涡旋型线构建与性能研究

侯才生，丁鹏飞，虎晓春

《压缩机技术》

DOI

2025

考虑铣削表面形貌的工艺参数可靠性优化

黄贤振，王旭，丁鹏飞，姜智元

《东北大学学报(自然科学版)》

2025

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

Pengfei Ding, Xinglin Miao, Zhijie Liu, Xianzhen Huang, Yuxiong Li, Xiaobang Wang

Theoretical and Applied Fracture Mechanics

DOI

2025

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

Pengfei Ding, Zhijie Liu, Xianzhen Huang, Chengying Zhao, Yuxiong Li

Precision Engineering

DOI

2024

Adaptive stochastic configuration network ensemble for structural reliability analysis

Huizhen Liu, Shangjie Li, Xianzhen Huang, Pengfei Ding, Zhiyuan Jiang

Expert Systems With Applications，Vol. 237

DOI

2024

Time-dependent reliability-based design optimization of main shaft bearings in wind turbines involving mixed-integer variables

Zhiyuan Jiang, Xianzhen Huang, Bingxiang Wang, Xin Liao, Huizhen Liu, Pengfei Ding

Reliability Engineering & System Safety，Vol. 243

DOI

2024

Application of DBN-based KRLS method for RUL prediction of lithium-ion batteries

Jun Li, Pengfei Ding

Eksploatacja I Niezawodnosc-maintenance and Reliability

DOI

2024

Sustainable optimization of micro-milling machining parameters considering reliability assessment

Pengfei Ding, Xianzhen Huang

Mechanics Based Design of Structures and Machines

DOI

2023

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

Pengfei Ding, Xianzhen Huang, Chengying Zhao, Huizhen Liu, Xuewei Zhang

Expert Systems With Applications，Vol. 223

DOI

丁鹏飞

精选作品

期刊论文

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

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

Multi-fidelity surrogate modeling of fatigue cracks integrating the effects of parameter randomness

个性化产品工艺知识和交互语义增强的主动式人机协作方法

基于深度学习的铣刀磨损状态预测研究

面向人本智造的人机协作：发展演变、融合应用与未来展望

基于圆渐开线的变截面涡旋型线构建与性能研究

考虑铣削表面形貌的工艺参数可靠性优化

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

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

Adaptive stochastic configuration network ensemble for structural reliability analysis

Time-dependent reliability-based design optimization of main shaft bearings in wind turbines involving mixed-integer variables

Application of DBN-based KRLS method for RUL prediction of lithium-ion batteries

Sustainable optimization of micro-milling machining parameters considering reliability assessment

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

研究方向