孟凡念｜郑州轻工业大学｜学者主页

2026

基于改进长短期记忆网络的AUV推进器故障诊断

王宏超，薛国庆，高艺源，孟凡念

《机床与液压》

2026

离心通风机CFD气动仿真分析和不确定性评估

孟凡念，张子琦，李浩，苏晓龙

《机械设计与制造》

2025

Diagnosis, Analysis and Evaluation of the State of Tobacco Shreds and Smoke Blocks in Tobacco Machine Conveying Based on the Convent Model

Jianhua Cui, Yahong Qian, Shuangqiang Luo, Wei Wang, Xing-Dong Cai, Fannian Meng

2025 International Symposium on Intelligent Robotics and Systems (ISoIRS)

DOI

2025

LSGAN-Transformer life prediction method for rolling bearings under few samples

Fan-Nian Meng, Kaiwen Deng, Liu-Jie Wang, Jianhua Cui, Yahong Qian, Wen-Liao Du, Xiaoyun Gong, Liang-Wen Wang

Journal of Vibroengineering

DOI

2024

Reliability evaluation of rolling bearings based on generative adversarial network sample enhancement and maximum entropy method

Fan-Nian Meng, Liu-Jie Wang, Hao Li, Wen-Liao Du, Xiaoyun Gong, Changjun Wu, Shuangqiang Luo

Scientific Reports

DOI

2023

基于极端学习机的切丝机轴承故障诊断

鲁国阳，王玉芳，胡鸿宣，丁亮，孟凡念，张德海

《包装工程》

2023

基于Kriging代理模型的离心通风机叶片优化

孟凡念，张子琦，苏晓龙，李立伟

《液压与气动》

2023

Aerodynamics Optimization of Multi-Blade Centrifugal Fan Based on Extreme Learning Machine Surrogate Model and Particle Swarm Optimization Algorithm

Fan-Nian Meng, Liu-Jie Wang, Wuyi Ming, Hong-Xiang Zhang

Metals

DOI

2022

离心通风机叶轮失速的混沌特征分析

孟凡念，张子琦，王良文

《机电工程技术》

2022

Volute Optimization Based on Self-Adaption Kriging Surrogate Model

Fan-Nian Meng, Zi-Qi Zhang, Liang-Yuan Wang

International Journal of Chemical Engineering

DOI

2021

圆柱内壁件下压装配机械手结构实现及弹簧参数优选

王良文，张薇薇，穆亚林，王若澜，孟凡念，张继豪

《机械传动》

DOI

2021

Fault diagnosis of rolling bearing based on multi-scale one-dimensional convolutional neural network

Xukun Hou, Peng-Jie Hu, Wen-Liao Du, Xiaoyun Gong, Hong-Chao Wang, Fan-Nian Meng

IOP Conference Series: Materials Science and Engineering

DOI

2021

Vibration performance prediction and reliability analysis for rolling bearing

Fan-Nian Meng, Xiaoyun Gong, Wen-Liao Du, Liang-Wen Wang, Feng Zhao, Liwei Li

DOI

2020

基于粒子群优化最小二乘支持向量机的滚动轴承故障识别

孟凡念，杜文辽，巩晓赟，李浩，谢贵重

《轴承》

DOI

2020

基于混沌理论的滚动轴承振动信号融合模型预测

孟凡念，杜文辽，李浩，李宏伟，王良文，肖志玲

《航空动力学报》

DOI

2020

Design and Simulation of a Single Leg of a Jumpable Bionic Robot with Joint Energy Storage Function

Liang-Wen Wang, Weiwei Zhang, Tuan-Hui Wang, Caidong Wang, Fan-Nian Meng

DOI

2019

圆柱内壁工件的内撑式抓取与装配机械手设计

王良文，王团辉，穆亚林，孟凡念，钱厚鹏，单子峰

《机械传动》

DOI

2019

Forward kinematic analysis of a 3-RRRS mechanism with subordinate driving variables using a computer-aided geometric method

Liang-Wen Wang, Tuan-Hui Wang, Fan-Nian Meng, Wen-Liao Du, Caidong Wang, Ya-Lin Mu, Xin-Jie Wang

International Journal of Advanced Robotic Systems

DOI

2019

Research on an Ankle Joint Auxiliary Rehabilitation Robot with a Rigid-Flexible Hybrid Drive Based on a 2-S′PS′ Mechanism

Caidong Wang, Liang-Wen Wang, Tuan-Hui Wang, Hong-Peng Li, Wen-Liao Du, Fan-Nian Meng, Weiwei Zhang

Applied Bionics and Biomechanics

DOI

2019

A family of non-conforming crack front elements of quadrilateral and triangular types for 3D crack problems using the boundary element method

G. Xie, Feng-Lin Zhou, Hao Li, Xiao-Yu Wen, Fan-Nian Meng

Frontiers of Mechanical Engineering

DOI

2019

Conceptual Design and Computational Modeling Analysis of a Single-Leg System of a Quadruped Bionic Horse Robot Driven by a Cam-Linkage Mechanism

Liang-Wen Wang, Weiwei Zhang, Caidong Wang, Fan-Nian Meng, Wen-Liao Du, Tuan-Hui Wang

Applied Bionics and Biomechanics

DOI

2018

基于Kriging模型和GA-PSO联立算法的离心通风机叶型优化

孟凡念，谢贵重，王良文，董全林，杨招峰，赵峰

《机械设计》

2018

Multi-Objective Optimization for the Impeller Parameters of Centrifugal Fan Based on Kriging Model and GA-PSO Algorithm

Fan-Nian Meng, Liang-Wen Wang, Yan-Qiu Xiao, G. Xie, De-Hai Zhang, Feng Zhao

Recent Patents on Mechanical Engineering

DOI

2018

Natural Characteristics of Multi-Stage Planetary Drives for Space Manipulator Joints Based on Modular Dynamic Model

F. Ren, Gui-Qin Shi, An-Sheng Li, Chao Wu, Ninglu Wang, Xiao-Ke Li, Feng Zhao, Fan-Nian Meng, Lei Yao, Hongfei Zhai

IOP Conference Series: Materials Science and Engineering

DOI

2017

Dynamic prediction for thermal error of high-speed machine center using grey bootstrap

Tao Lv, Fan-Nian Meng, Jiang-Ping Tao

Chinese Control and Decision Conference

DOI

2017

Calculation of stress intensity factor along the 3D crack front by dual BIE with new crack front elements

G. Xie, De-Hai Zhang, Fan-Nian Meng, Wen-Liao Du, Jian-Ming Zhang

Acta Mechanica

DOI

2017

Effects of Blade Inlet Angle on Flow Field of Centrifugal Fan

Fan-Nian Meng, Liang-Wen Wang, G. Xie, Feng Zhao, De-Hai Zhang, Wen-Liao Du

DOI

2017

Simulation Analysis of Bionic Auxiliary Device for Ankle Rehabilitation Based on ADAMS

Liang-Wen Wang, Ya-Lin Mu, Hong-Peng Li, Fan-Nian Meng, K. Song, Wen-Liao Du

DOI

2017

Using the Point Cloud Data to Reconstructing CAD Model by 3D Geometric Modeling Method in Reverse Engineering

Yan-Qin Li, G. Xie, Fan-Nian Meng, De-Hai Zhang

DOI

2017

Reconstruction in Reverse Engineering Based on Geomagic

Yan-Qin Li, G. Xie, Fan-Nian Meng, Chao Wu, De-Hai Zhang

DOI

2016

ポテンシャル問題における近特異点をもつ境界積分のための統合空間におけるsinh法の実行【Powered by NICT】

G. Xie, De-Hai Zhang, Jian-Ming Zhang, Fan-Nian Meng, Wen-Liao Du, Xiao-Yun Wen

2015

Multiobjective Optimization for the Impeller of Centrifugal Fan Based on Response Surface Methodology with Grey Relational Analysis Method

Fan-Nian Meng, Quan-Lin Dong, Peng-Fei Wang, Yan Wang

DOI

2014

高效风机的设计及CFX仿真分析

董全林，孟凡念，王鹏飞，王岩

《风机技术》

2014

True Value Estimation of Centrifugal Fan Vibration Data Based on Fusion Method

Fan-Nian Meng, Quan-Lin Dong, X. Xia

J. Networks

DOI

2013

Numerical Optimization of Impeller for Backward-Curved Centrifugal Fan by Response Surface Methodology (RSM)

Fan-Nian Meng, Quan-Lin Dong, Yan Wang, Peng-Fei Wang, Chun-Xi Zhang

DOI

2010

滚动轴承摩擦力矩的试验数据分析

孟凡念

《河南科技大学》

2009

基于神经网络的滚动轴承振动预测

夏新涛，孟凡念

《哈尔滨轴承》

2009

纳米添加剂铁路轴承润滑脂摩擦试验数据分析

夏新涛，张林，陈士超，孟凡念，吕陶梅

《河南科技大学学报(自然科学版)》

精选作品

期刊论文

基于改进长短期记忆网络的AUV推进器故障诊断

离心通风机CFD气动仿真分析和不确定性评估

Diagnosis, Analysis and Evaluation of the State of Tobacco Shreds and Smoke Blocks in Tobacco Machine Conveying Based on the Convent Model

LSGAN-Transformer life prediction method for rolling bearings under few samples

Reliability evaluation of rolling bearings based on generative adversarial network sample enhancement and maximum entropy method

基于极端学习机的切丝机轴承故障诊断

基于Kriging代理模型的离心通风机叶片优化

Aerodynamics Optimization of Multi-Blade Centrifugal Fan Based on Extreme Learning Machine Surrogate Model and Particle Swarm Optimization Algorithm

离心通风机叶轮失速的混沌特征分析

Volute Optimization Based on Self-Adaption Kriging Surrogate Model

圆柱内壁件下压装配机械手结构实现及弹簧参数优选

Fault diagnosis of rolling bearing based on multi-scale one-dimensional convolutional neural network

Vibration performance prediction and reliability analysis for rolling bearing

基于粒子群优化最小二乘支持向量机的滚动轴承故障识别

基于混沌理论的滚动轴承振动信号融合模型预测

Design and Simulation of a Single Leg of a Jumpable Bionic Robot with Joint Energy Storage Function

圆柱内壁工件的内撑式抓取与装配机械手设计

Forward kinematic analysis of a 3-RRRS mechanism with subordinate driving variables using a computer-aided geometric method

Research on an Ankle Joint Auxiliary Rehabilitation Robot with a Rigid-Flexible Hybrid Drive Based on a 2-S′PS′ Mechanism

A family of non-conforming crack front elements of quadrilateral and triangular types for 3D crack problems using the boundary element method

Conceptual Design and Computational Modeling Analysis of a Single-Leg System of a Quadruped Bionic Horse Robot Driven by a Cam-Linkage Mechanism

基于Kriging模型和GA-PSO联立算法的离心通风机叶型优化

Multi-Objective Optimization for the Impeller Parameters of Centrifugal Fan Based on Kriging Model and GA-PSO Algorithm

Natural Characteristics of Multi-Stage Planetary Drives for Space Manipulator Joints Based on Modular Dynamic Model

Dynamic prediction for thermal error of high-speed machine center using grey bootstrap

Calculation of stress intensity factor along the 3D crack front by dual BIE with new crack front elements

Effects of Blade Inlet Angle on Flow Field of Centrifugal Fan

Simulation Analysis of Bionic Auxiliary Device for Ankle Rehabilitation Based on ADAMS

Using the Point Cloud Data to Reconstructing CAD Model by 3D Geometric Modeling Method in Reverse Engineering

Reconstruction in Reverse Engineering Based on Geomagic

ポテンシャル問題における近特異点をもつ境界積分のための統合空間におけるsinh法の実行【Powered by NICT】

Multiobjective Optimization for the Impeller of Centrifugal Fan Based on Response Surface Methodology with Grey Relational Analysis Method

高效风机的设计及CFX仿真分析

True Value Estimation of Centrifugal Fan Vibration Data Based on Fusion Method

Numerical Optimization of Impeller for Backward-Curved Centrifugal Fan by Response Surface Methodology (RSM)

滚动轴承摩擦力矩的试验数据分析

基于神经网络的滚动轴承振动预测

纳米添加剂铁路轴承润滑脂摩擦试验数据分析

会议论文

附加质量对结构模态影响实验研究

研究方向