何璐瑶｜沈阳工业大学｜学者主页

2026

基于PCA-Adam-LSTM的涡轮系统状态预测模型

白红艳，何璐瑶，武梓涵，杨理践，刘斌

《智能计算机与应用》

DOI

2026

A physics-guided multimodal magnetic flux leakage defect geometric dimension quantification framework for oil and gas pipelines

Shiyu Du, Bin Liu, Xiaoming Su, Liying Ding, Zheng Lian, Luyao He, Meng Li, Lijian Yang

Advanced Engineering Informatics

DOI

2026

FFDT-APNet: A frequency-fine-grained dual-teacher network with adaptive pruning for lightweight MFL defect detection

Luyao He, Yurong Zheng, Bin Liu, Jiawen Zhang, Jing Rao, Liang Yang

Advanced Engineering Informatics

DOI

2025

基于神经网络的漏磁缺陷信号数据增强

刘皓源，何璐瑶，杨理践，刘斌

《无损探伤》

DOI

2025

面向涡轮的PCA-POA-LSTM数据驱动建模及故障预警方法

刘斌，白红艳，何璐瑶，张晓北，田野，杨理践

《电子测量与仪器学报》

DOI

2025

基于ResNet改进的管道缺陷量化方法研究

吴国栋，何璐瑶，杨理践，刘斌

《无损探伤》

DOI

2025

Residual generative adversarial network-driven Data enhancement for magnetic flux leakage-based defect recognition in oil and gas pipelines

Bin Liu, Liying Ding, Luyao He, Lijian Yang, Xiaobei Zhang, Ye Tian

Engineering Applications of Artificial Intelligence

DOI

2025

Research on weld crack model and internal detection signal characteristics of oil and gas pipeline based on weak magnetic method

Luyao He, Licheng Han, Bin Liu, Xinyang Dong, Hongli Dong, Guofeng Du, Bin Hu, Lijian Yang, Ye Tian

Nondestructive Testing And Evaluation

DOI

2025

Research on the signal quantization method for in-line inspection of composite defects in pipeline welds using weak magnetic method

Bin Liu, Zheng Lian, Hui Juan Yu, Zihan Wu, Luyao He, Lijian Yang

Mechanical Systems and Signal Processing

DOI

2025

Study on the magnetic-mechanical response and multi-field coupled magnetic signal characterization of hydrogen-induced damage in pipelines based on weak magnetic internal detection technology

Bin Liu, Zihan Wu, Zheng Lian, Hui Juan Yu, Luyao He, Lijian Yang

International Journal of Hydrogen Energy

DOI

2025

Mechanistic investigation of weak magnetic internal detection for hydrogen-induced stress damage in pipelines at the atomic scale

Bin Liu, Zihan Wu, Hui Juan Yu, Zheng Lian, Luyao He, Lijian Yang

Measurement

DOI

2025

Characterization of Oil and Gas Pipeline Detection Signals with Adjustable Weak Magnetic Excitation

Luyao He, Licheng Han, M. Liu, Yurong Zheng, Bin Liu, Zhujun Wang

Sensing and Imaging

DOI

2025

Balanced-Field Electromagnetic Detection Method for Pipeline Cracks With a High-Frequency Stability Signal Source

Wenxue Zheng, Jiayin Li, Zhenrong Pan, Lijian Yang, Luyao He, Bin Liu

IEEE Transactions on Instrumentation and Measurement

DOI

2025

A Reconstruction Method for Weak Magnetic Pipeline Inspection Signals Based on Adaptive Multiscale Signal Reconstruction

Bin Liu, Yuze Liu, Zheng Lian, Zihan Wu, Luyao He, Lijian Yang

IEEE Transactions on Instrumentation and Measurement

DOI

2024

基于双磁场的管道非体积损伤检测研究

刘斌，罗宁，武梓涵，何璐瑶，杨理践

《仪器仪表学报》

DOI

2024

科研反哺教学的“管道无损检测技术”课程教学模式改革

耿浩，王国庆，何璐瑶

《教育教学论坛》

2024

基于CNN-Transformer的管道缺陷三维重构方法

于祉祺，刘皓源，何璐瑶，杨理践，刘斌

《现代信息科技》

2024

Mechanism of strain-induced magnetic signal change in ferromagnetic materials under weak magnetic environment

Luyao He, Licheng Han, Bin Liu, Hao Geng, Zheng Lian, Zihan Wu

Journal of Magnetism and Magnetic Materials

DOI

2024

Research on the characteristics of weak magnetic internal detection signals for critical damage in pipeline stress based on density functional theory

Bin Liu, Renfeng Tian, Hui Juan Yu, Luyao He, Lijian Yang, Fuchuan Wang, Hao Geng, Ye Tian

Engineering Failure Analysis

DOI

2023

Quantitative study on the propagation characteristics of MFL signals of outer surface defects in long-distance oil and gas pipelines

Bin Liu, Yusen Liang, Luyao He, Zheng Lian, Hao Geng, Lijian Yang

NDT & E International

DOI

2023

Quantization of magnetic flux leakage internal detection signals for composite defects of gas and oil pipelines

Bin Liu, Zihan Wu, Peng Wang, Luyao He, Lijian Yang, Zheng Lian, Tong Liu

Energy Reports

DOI

2023

Quantitative study on internal detection signal of weak magnetic stress in oil and gas pipelines based on force-magnetic noncoaxial effect

Bin Liu, Jiayu Sun, Luyao He, Hao Geng, Lijian Yang

Measurement

DOI

2023

Weak Magnetic Internal Signal Characteristics of Pipe Welds under Internal Pressure

Bin Liu, Yanduo Fu, Luyao He, Hao Geng, Lijian Yang

Sensors

DOI

2021

Quantitative study on the triaxial characteristics of weak magnetic stress internal detection signals of pipelines based on the theory of magnetoelectric coupling

Bin Liu, He Zhang, Luyao He, Jian Cun Ren, Lijian Yang

Measurement

DOI

2021

Quantitative Study of MMM Signal Features for Internal Weld Crack Detection in Long-Distance Oil and Gas Pipelines

Bin Liu, Feng Gang, Luyao He, Ning Luo, Jian Cun Ren, Lijian Yang

IEEE Transactions on Instrumentation and Measurement

DOI

2020

基于磁记忆油气管道应力内检测机理研究

何璐瑶

《沈阳工业大学》

2020

Research on stress detection technology of long-distance oil and gas pipeline based on magnetomechanics characteristics

Bin Liu, Ziqi Liu, Di Wang, Luyao He, Zeyu Ma

IET Science Measurement & Technology

DOI

2020

Research on Features of Pipeline Crack Signal Based on Weak Magnetic Method

Bin Liu, Ziqi Liu, Ning Luo, Luyao He, Jian Cun Ren, He Zhang

Sensors

DOI

2019

基于弱磁法的管道裂纹内检测技术探索

罗宁，刘斌，何璐瑶，陈翠翠，高富超

《油气与新能源》

2019

Study on Internal Detection in Oil–Gas Pipelines Based on Complex Stress Magnetomechanical Modeling

Bin Liu, Simeng Zheng, Luyao He, He Zhang, Jian Cun Ren

IEEE Transactions on Instrumentation and Measurement

DOI

2018

基于FLAPW算法屈服极限磁记忆信号特征的研究

刘斌，何璐瑶，王缔，石萌，郑思檬

《仪器仪表学报》

DOI

2018

基于矫顽力的钢板应力检测技术

杨理践，孙宏亮，高松巍，刘斌，何璐瑶

《无损检测》

2018

Quantitative study on the propagation characteristics of MMM signal for stress internal detection of long distance oil and gas pipeline

Bin Liu, Zeyu Ma, Luyao He, Di Wang, Hai Zhang, Jian Cun Ren

NDT & E International

DOI

2018

Research on stress detection technology of long‐distance pipeline applying non‐magnetic saturation

Bin Liu, Luyao He, Hai Zhang, Стефано Сфарра, Henrique Fernandes, Stefano Perilli, Jian Cun Ren

IET Science Measurement & Technology

DOI

2018

Study on internal stress damage detection in long-distance oil and gas pipelines via weak magnetic method

Bin Liu, Luyao He, Zeyu Ma, Hai Zhang, Стефано Сфарра, Henrique Fernandes, Stefano Perilli

ISA Transactions

DOI

2017

基于Kp微扰算法的磁场中MMM信号特征的研究

刘斌，何璐瑶，霍晓莉，王国庆，张全

《仪器仪表学报》

DOI

2017

磁记忆信号定量分析的电子交换模型及性能

刘斌，何璐瑶，饶心，杨理践

《仪器仪表学报》

2017

基于LMTO算法磁记忆屈服信号的定量化分析

刘斌，曹阳，王缔，何璐瑶，杨理践

《仪器仪表学报》

DOI

2017

The method of testing and analysis stress damage of oil-gas pipeline based on hysteresis

Yang Lijian, Guoqing Wang, Gao Song-wei, Luyao He, Shi Meng, Yao Li

Chinese Control and Decision Conference (CCDC)

DOI

2017

The axial crack testing model for long distance oil-gas pipeline based on magnetic flux leakage internal inspection method

Bin Liu, Luyao He, Hai Zhang, Yang Cao, Henrique Fernandes

Measurement

DOI

精选作品

期刊论文

基于PCA-Adam-LSTM的涡轮系统状态预测模型

A physics-guided multimodal magnetic flux leakage defect geometric dimension quantification framework for oil and gas pipelines

FFDT-APNet: A frequency-fine-grained dual-teacher network with adaptive pruning for lightweight MFL defect detection

基于神经网络的漏磁缺陷信号数据增强

面向涡轮的PCA-POA-LSTM数据驱动建模及故障预警方法

基于ResNet改进的管道缺陷量化方法研究

Residual generative adversarial network-driven Data enhancement for magnetic flux leakage-based defect recognition in oil and gas pipelines

Research on weld crack model and internal detection signal characteristics of oil and gas pipeline based on weak magnetic method

Research on the signal quantization method for in-line inspection of composite defects in pipeline welds using weak magnetic method

Study on the magnetic-mechanical response and multi-field coupled magnetic signal characterization of hydrogen-induced damage in pipelines based on weak magnetic internal detection technology

Mechanistic investigation of weak magnetic internal detection for hydrogen-induced stress damage in pipelines at the atomic scale

Characterization of Oil and Gas Pipeline Detection Signals with Adjustable Weak Magnetic Excitation

Balanced-Field Electromagnetic Detection Method for Pipeline Cracks With a High-Frequency Stability Signal Source

A Reconstruction Method for Weak Magnetic Pipeline Inspection Signals Based on Adaptive Multiscale Signal Reconstruction

基于双磁场的管道非体积损伤检测研究

科研反哺教学的“管道无损检测技术”课程教学模式改革

基于CNN-Transformer的管道缺陷三维重构方法

Mechanism of strain-induced magnetic signal change in ferromagnetic materials under weak magnetic environment

Research on the characteristics of weak magnetic internal detection signals for critical damage in pipeline stress based on density functional theory

Quantitative study on the propagation characteristics of MFL signals of outer surface defects in long-distance oil and gas pipelines

Quantization of magnetic flux leakage internal detection signals for composite defects of gas and oil pipelines

Quantitative study on internal detection signal of weak magnetic stress in oil and gas pipelines based on force-magnetic noncoaxial effect

Weak Magnetic Internal Signal Characteristics of Pipe Welds under Internal Pressure

Quantitative study on the triaxial characteristics of weak magnetic stress internal detection signals of pipelines based on the theory of magnetoelectric coupling

Quantitative Study of MMM Signal Features for Internal Weld Crack Detection in Long-Distance Oil and Gas Pipelines

基于磁记忆油气管道应力内检测机理研究

Research on stress detection technology of long-distance oil and gas pipeline based on magnetomechanics characteristics

Research on Features of Pipeline Crack Signal Based on Weak Magnetic Method

基于弱磁法的管道裂纹内检测技术探索

Study on Internal Detection in Oil–Gas Pipelines Based on Complex Stress Magnetomechanical Modeling

基于FLAPW算法屈服极限磁记忆信号特征的研究

基于矫顽力的钢板应力检测技术

Quantitative study on the propagation characteristics of MMM signal for stress internal detection of long distance oil and gas pipeline

Research on stress detection technology of long‐distance pipeline applying non‐magnetic saturation

Study on internal stress damage detection in long-distance oil and gas pipelines via weak magnetic method

基于Kp微扰算法的磁场中MMM信号特征的研究

磁记忆信号定量分析的电子交换模型及性能

基于LMTO算法磁记忆屈服信号的定量化分析

The method of testing and analysis stress damage of oil-gas pipeline based on hysteresis

The axial crack testing model for long distance oil-gas pipeline based on magnetic flux leakage internal inspection method

预印本

Quantification of Pipeline Magnetic Flux Leakage Internal Detection Signal Based on the Magnetoelectric Coupling Method

研究方向