Bin Liu, Long Chao, Jian Ren, Lu-Yao He, Zheng Lian, Liying Ding, Tongfan Zhou, Li-Jian Yang (2026). Research on an inversion method for internal detection of dual-magnetic field stress in pipelines based on the MCL-Net model. Nondestructive Testing and Evaluation.DOI
Jiawen Zhang, Chisen Qin, Nan Liu, Zheng Lian, Guang-Kai Sun, Bin Liu, Li-Jian Yang (2026). Characterization of Weak Magnetic Internal Detection Signals of Hard Spot Defects in Long-Distance Oil and Gas Pipelines. Magnetochemistry.DOI
Shi-Yu Du, Bin Liu, Xiaoming Su, Liying Ding, Zheng Lian, Lu-Yao He, Meng Li, Li-Jian Yang (2026). A physics-guided multimodal magnetic flux leakage defect geometric dimension quantification framework for oil and gas pipelines. Advanced Engineering Informatics.DOI
Jiayin Li, Zhi Zhang, Wenxue Zheng, Jie Hu, Lijian Yang (2026). An Adaptive Sampling Method for In-Line Inspection of Pipelines Based on Multi-Sensor Fusion and SSI-MPC. Journal of Marine Science and Engineering.DOI
Hualing Wu, Lijian Yang, Weilin Shao, Xize Wu, Hao Geng, Yuming Su (2026). Systematic evaluation and benchmarking of YOLOv11, YOLOv12, and YOLOv13 for pipeline weld defect detection via Magnetic flux Leakage. Nondestructive Testing And Evaluation.DOI
Xu Jing, Lijian Yang, Hao Geng, Wenxue Zheng, Shi Meng (2026). Multi-Objective Optimization Design Method of Magnetic Circuit for Magnetic Flux Leakage Pipeline Inspection Gauges. IEEE Sensors Journal.DOI
Huakai Zhang, Guoqing Wang, Yang Yu, Lijian Yang, Bin Liu, Xinyang Liu (2026). Quantitative ultrasonic inversion of metal crack depth using frequency-domain feature fusion. Measurement.DOI
Fuyin Zheng, Luwen Cui, Ping Hui Huang, Yue Li, Tao Hu, Mingyang Kong, Boyu Wang, Chi Zhang, Shi Bai, Lijian Yang, Anying Chai (2026). Gradiometric eddy current method for stress evaluation and characterization in low-carbon steel. Sensors and Actuators A Physical.DOI
Kangxin Peng, Zheng Lian, Zihan Wu, Wenlong Zou, Lijian Yang, Bin Liu (2026). Study on Weak Magnetic In-Line Inspection Signal Characteristics During Crack Initiation Process of Oil and Gas Pipelines. Youth Academic Annual Conference of Chinese Association of Automation (YAC).DOI
Jie Li, Hao Geng, Weilin Shao, Bin Liu, Lijian Yang (2026). Pipeline defect size quantification via multi-branch online distillation with magnetic flux leakage priors and adaptive fusion. Results in Engineering.DOI
Meng Shi, Lijian Yang, Yuxian Zhang, Bin Liu, Linlin Liu, Ping Huang, Yuming Su (2026). Beyond uniform magnetic charge assumptions: A quantitative signal propagation model for magnetic flux leakage testing. Results in Engineering.DOI
Bin Liu, Zi-Han Wu, Hui Yu, Zheng Lian, Lu-Yao He, Li-Jian Yang (2025). Mechanistic investigation of weak magnetic internal detection for hydrogen-induced stress damage in pipelines at the atomic scale. Measurement.DOI
Jiawen Zhang, Nan Liu, Zheng Lian, Guang-Kai Sun, Bin Liu, Li-Jian Yang (2025). Analytical Modeling of Demagnetization Effects on Magnetic Flux Leakage Signals in Ferromagnetic Pipelines. Magnetochemistry.DOI
Bin Liu, Zheng Lian, Hui Yu, Zi-Han Wu, Lu-Yao He, Li-Jian Yang (2025). Research on the signal quantization method for in-line inspection of composite defects in pipeline welds using weak magnetic method. Mechanical systems and signal processing.DOI
Jiawen Zhang, Ning Luo, Long Chao, Nan Liu, Zheng Lian, Bin Liu, Li-Jian Yang (2025). Effect of Magnetic Excitation Intensity on Stress Recognition and Quantitative Evaluation in Ferromagnetic Pipelines. Magnetochemistry.DOI
Bin Liu, Zi-Han Wu, Zheng Lian, Hui Yu, Lu-Yao He, Li-Jian Yang (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. International journal of hydrogen energy.DOI
Bin Liu, Liying Ding, Lu-Yao He, Li-Jian Yang, Xiaobei Zhang, Ye Tian (2025). Residual generative adversarial network-driven Data enhancement for magnetic flux leakage-based defect recognition in oil and gas pipelines. Engineering applications of artificial intelligence.DOI
Lu-Yao He, Yurong Zheng, Liying Ding, Bin Liu, Xinyang Dong, Li-Jian Yang (2025). GSA-CYCLEGAN: a global shuffle and aggregation generative network based on mutual fusion and reconstruction of MFL defect signals. Measurement science and technology.DOI
Bin Liu, Yuze Liu, Zheng Lian, Zi-Han Wu, Lu-Yao He, Li-Jian Yang (2025). A Reconstruction Method for Weak Magnetic Pipeline Inspection Signals Based on Adaptive Multiscale Signal Reconstruction. IEEE Transactions on Instrumentation and Measurement.DOI
Zhichuan Qiu, Ping Hui Huang, Fuyin Zheng, Pengpeng Shi, Lijian Yang, Bin Liu, Bo Gao, Lei He, Anying Chai, Meng Shi, Shi Yang Bai (2025). The synergistic evolution of pipeline MFL inspection: A review on the fusion of physical models, AI, and multi-modal sensing. Sensors and Actuators A Physical.DOI
X. C. Jin, Lijian Yang (2025). Research on eddy current-based pipeline stress detection method. Nondestructive Testing And Evaluation.DOI
Fuyin Zheng, Yue Li, Ping Hui Huang, Long Ma, Chuang Wang, Shi Bai, Lijian Yang (2025). Extremely sensitive bias field-based ACSM: A new approach to improve pipeline structural integrity monitoring. Sensors and Actuators A Physical.DOI
Hualing Wu, Lijian Yang, Hao Geng, Weilin Shao, X. Wu (2025). Anomaly recognition of magnetic flux leakage pipeline based on YOLO-GLW model. Nondestructive Testing And Evaluation.DOI
X. C. Jin, Lijian Yang, Hao Geng, Weilin Shao (2025). Research on magnetic flux leakage signal characteristics of hard spot. Measurement.DOI
X. C. Jin, Lijian Yang 杨理践 (2025). Research on eddy current-based detection method for pipeline hard spots. Measurement.DOI
Jiayin Li, Wenxue Zheng, Lijian Yang, Peng Guo (2024). Detection Method of Leakage Holes in Long-Distance Natural Gas Pipelines Based on Permanent Magnetic Perturbation. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Ping Hui Huang, Zhichuan Qiu, Fuyin Zheng, Xiaodan Zhang, Meng Shi, Lijian Yang, Yuming Su, Long Ma, Yue Li, Yuanyuan Li, Jie Dou, Chuang Wang, Shi Yang Bai (2024). An improved multi-frequency eddy current array sensor for detecting micro-defects of welding seam in metal plates. Sensors and Actuators A Physical.DOI
Ping Hui Huang, Yue Li, Fuyin Zheng, Lijian Yang, Yuming Su, Long Ma, Chuang Wang, Jie Dou, Yuanyuan Li, Zhichuan Qiu, X. Y. Zhang, Shi Yang Bai (2024). Magnetic leakage behavior assessment in pipeline stress-concentrated areas using improved force–magnetic coupling model. Review of Scientific Instruments.DOI
Pengfei Gao, Hao Geng, Lijian Yang, Fuyin Zheng, Yuming Su (2024). Research on Quantification Method of Ellipsoidal Defects Based on Leakage Magnetic Detection. IEEE Sensors Journal.DOI
Bin Liu, Renfeng Tian, Hui Juan Yu, Luyao He, Lijian Yang, Fuchuan Wang, Hao Geng, Ye Tian (2024). Research on the characteristics of weak magnetic internal detection signals for critical damage in pipeline stress based on density functional theory. Engineering Failure Analysis.DOI
Xianfeng Fan, Lijian Yang (2024). Exploring Weak Magnetic Signal Characteristics of Pipeline Welds: Insights into Stress Non-Uniformity Effects. Sensors.DOI
Bin Liu, Fu-Chuan Wang, Zi-Han Wu, Zheng Lian, Lu-Yao He, Li-Jian Yang, Ren-Feng Tian, Hao Geng, Ye Tian (2023). Research on magnetic memory inspection signal characteristics of multi-parameter coupling pipeline welds. NDT & E International.DOI
Guoqing Wang, Lijian Yang, Hao Geng, Xue Chang, Shunxiao Wang (2023). Research on deflection and focusing technology of pipeline annular ultrasonic phased array. Measurement.DOI
Ran Zhou, Yuanyuan Song, Junjie Jin, Fangchao Xu, Feng Jie Sun, Lijian Yang, Ming Yin Yan (2023). Dynamic Performance of a Magnetic Energy-Harvesting Suspension: Analysis and Experimental Verification. Actuators.DOI
Pengfei Gao, Hao Geng, Lijian Yang, Yuming Su (2023). Research on the Forward Solving Method of Defect Leakage Signal Based on the Non-Uniform Magnetic Charge Model. Sensors.DOI
Bin Liu, Zihan Wu, Peng Wang, Luyao He, Lijian Yang, Zheng Lian, Tong Liu (2023). Quantization of magnetic flux leakage internal detection signals for composite defects of gas and oil pipelines. Energy Reports.DOI
Bin Liu, Yusen Liang, Luyao He, Zheng Lian, Hao Geng, Lijian Yang (2023). Quantitative study on the propagation characteristics of MFL signals of outer surface defects in long-distance oil and gas pipelines. NDT & E International.DOI
Bin Liu, Jiayu Sun, Luyao He, Hao Geng, Lijian Yang (2023). Quantitative study on internal detection signal of weak magnetic stress in oil and gas pipelines based on force-magnetic noncoaxial effect. Measurement.DOI
Bin Liu, Qian Ge, Zihan Wu, Zheng Lian, Lijian Yang, Hao Geng (2023). The Signal Characteristics of Oil and Gas Pipeline Leakage Detection Based on Magneto-Mechanical Effects. Sensors.DOI
Bin Liu, Yanduo Fu, Luyao He, Hao Geng, Lijian Yang (2023). Weak Magnetic Internal Signal Characteristics of Pipe Welds under Internal Pressure. Sensors.DOI
Dongsheng Zhao, Lijian Yang, Yiran Liu, Hao Geng, Sen Wang (2022). A survey on pipeline magnetic flux leakage inspection data processing technology. International Conference on Artificial Intelligence, Automation and High Performance Computing (AIAHPC).DOI
Jiayin Li, Lijian Yang, Wenxue Zheng, Bin Liu (2022). Discriminative Method for Crack Detection Signals in Balanced-Field Electromagnetic Technique Based on Amplitude-Phase Composite Figure. Sensors.DOI
Linlin Liu, Lijian Yang, Songwei Gao (2022). Propagation Characteristics of Magnetic Tomography Method Detection Signals of Oil and Gas Pipelines Based on Boundary Conditions. Sensors.DOI
Lijian Yang, Jiayin Li, Wenxue Zheng, Bin Liu (2022). Simulation and Design of a Balanced-Field Electromagnetic Technique Sensor for Crack Detection in Long-Distance Oil and Gas Pipelines. Energies.DOI
Lijian Yang, Fuyin Zheng, Ping Hui Huang, Shi Yang Bai, Yuming Su (2022). Research on the Analytical Model of Improved Magnetic Flux Leakage Signal for the Local Stress Concentration Zone of Pipelines. Sensors.DOI
Linlin Liu, Lijian Yang, Songwei Gao (2022). Spatial Propagation Law of Magnetic Memory Signals Detected by Using Magnetic Tomography Method. IEEE Access.DOI
Meng Shi, Lijian Yang, Songwei Gao, Guoqing Wang (2022). Small-Diameter Tube Wall Damage-Detection Method Based on TE01 Mode Microwave. Sensors.DOI
Meng Shi, Lijian Yang, Songwei Gao, Guoqing Wang (2022). Metal Surface Defect Detection Method Based on TE01 Mode Microwave. Sensors.DOI
Bin Liu, He Zhang, Luyao He, Jian Cun Ren, Lijian Yang (2021). Quantitative study on the triaxial characteristics of weak magnetic stress internal detection signals of pipelines based on the theory of magnetoelectric coupling. Measurement.DOI
Lijian Yang, Ping Hui Huang, Songwei Gao, Zhouzhong Du, Shi Yang Bai (2020). Research on the magnetic flux leakage field distribution characteristics of defect in low-frequency electromagnetic detection technique. IEICE Electronics Express.DOI
Lijian Yang, Jia Zhang, Xing Yan-hao, Gao Song-wei, Zhe Xie, Hong-Wen Fu (2020). Development of a biaxial grid-coil-type electromagnetic acoustic transducer. Measurement Science and Technology.DOI
Lijian Yang, Ping Hui Huang, Shi Yang Bai, Songwei Gao, Teruyoshi Sasayama (2020). An effective method for differentiating inside and outside defects of oil and gas pipelines based on additional eddy current in low-frequency electromagnetic detection technique. Japanese Journal of Applied Physics.DOI
Lijian Yang, Ying Guo, Songwei Gao (2020). Multi-leak detection in pipeline based on optical fiber detection. Optik.DOI
Lijian Yang, Zhujun Wang, Songwei Gao, Meng Shi, Bangli Liu (2019). Magnetic flux leakage image classification method for pipeline weld based on optimized convolution kernel. Neurocomputing.DOI
Lijian Yang, Zhujun Wang, Songwei Gao (2019). Pipeline Magnetic Flux Leakage Image Detection Algorithm Based on Multiscale SSD Network. IEEE Transactions on Industrial Informatics.DOI
Bin Liu, Xiao- Rui Yu, Lu He, Lijian Yang, Yong Bin Que (2019). Weak Magnetic Stress Internal Detection Technology of Long Gas and Oil Pipelines. Lecture notes in electrical engineering.DOI
Zhixu Dong, Xingwei Sun, Changzheng Chen, Heran Yang, Lijian Yang (2018). An improved signal processing method for the laser displacement sensor in mechanical systems. Mechanical Systems and Signal Processing.DOI
Lijian Yang, Meng Shi, Songwei Gao (2017). The method of the pipeline magnetic flux leakage detection image formation based on the artificial intelligence. International Conference on Video and Image Processing (ICVIP).DOI
Lijian Yang, Meng-Jun Xu, Gao Song-wei, Bin Liu, Hao Geng (2017). The Method of Pipeline Geometry Deformation Detection Identification Based on Laser Imaging.DOI
Lijian Yang, Ping Li, Gao Song-wei, Xing Yan-hao, Bin Liu (2016). The propagation characteristics of oblique incident ultrasonic waves in damage coating steel. Chinese Control and Decision Conference (CCDC).DOI
Jian Wang, Rongyan Chuai, Lijian Yang, Quan Dai (2015). A surface micromachined pressure sensor based on polysilicon nanofilm piezoresistors. Sensors and Actuators A Physical.DOI
Lijian Yang, Fei Gao, Songwei Gao (2014). The application of buffer rod in high temperature pipeline corrosion ultrasonic monitoring. WIT transactions on engineering sciences.DOI
Lijian Yang, Sen Lin Zhang, Song Wei Gao (2013). ANSYS Simulation Technology of Pipeline Magnetic Flux Leakage Inspection. Advanced materials research.DOI
Lijian Yang, Hui Zang, Song Wei Gao (2013). Application of Wavelet Threshold De-Noising Method in Electromagnetic Ultrasonic Signal Processing. Advanced materials research.DOI
Lijian Yang, B. Liu, L.J. Chen, Song Wei Gao (2013). The quantitative interpretation by measurement using the magnetic memory method (MMM)-based on density functional theory. NDT & E International.DOI
Lijian Yang (2013). Acoustic emission characteristics of rotor rubbing based on wavelet transform and statistical analysis. Zhendong yu chongji.
Lijian Yang, Chun Hua Li, Song Wei Gao (2012). Optimization Design of Electromagnetic Ultrasonic Transducer. Advanced materials research.DOI
Rongyan Chuai, Jian Wang, Meile Wu, Xiaowei Liu, Xiaoshi Jin, Lijian Yang (2012). A tunneling piezoresistive model for polysilicon. Journal of Semiconductors.DOI
Lijian Yang, Yan Xiu Su, Song Wei Gao (2012). ANSYS Simulation Analysis of the Tri-Axial Pipeline Magnetic Flux Leakage In-Line Inspection. Advanced materials research.DOI
Lijian Yang, Xiao Sun, Song Wei Gao (2012). MFL Detection Defect Reconstruction of Pipeline Based on Conjugate Gradient Methods. Advanced materials research.DOI
Lijian Yang, Yang Yang, Songwei Gao, Ruiqiang Li (2012). Study on the Low Accuracy IMU's Initial Alignment Technique in the Pipeline'S Geographical Coordinate Measuring System. Procedia Engineering.DOI
Lijian Yang, Yang Zhao, Song Wei Gao (2012). Discharge Speed Control of In-Pipe Detector in Gas Pipeline. Advanced materials research.DOI
Yu Yang, Ping Yang, Lijian Yang (2012). Feature Extraction of Acoustic Emission Signals for Rotor Fault Based on Daubechies Wavelet Analysis. Advanced materials research.DOI
Lijian Yang, Chunhua Li, Gao Song-wei, Yang Yang (2012). Detecting Data Acquisition and Fitting of Steel Plate Stress Concentration Region. Yibiao jishu yu chuanganqi.
杨理践，裴磊，杨继华（2011）. 钢板脉冲涡流检测方法. 《仪表技术与传感器》.
Lijian Yang (2011). Simulation research on metal thickness measurement based on electromagnetic ultrasonic.
Lijian Yang, Lei Pei, Yang Ji-hua (2011). Steel Pulsed Eddy Current Testing Method. Yibiao jishu yu chuanganqi.
Lijian Yang (2011). Residual strength evaluation of corroded pipeline with general metal loss based on API 579 criteria. Shenyang Gongye Daxue xuebao.
Gao Song-wei, Shao Na, Lijian Yang (2010). Determining the Remaining Strength of Corroded Pipelines with B31G Code and Finite Element Analysis Theory. International Conference on Measuring Technology and Mechatronics Automation (ICMTMA).DOI
Lijian Yang, Ru-long Fu, Gao Song-wei, Yang Yu (2009). Research on the Sewer Inspection with Single Immersion Ultrasonic Probe and Rotating Planar Reflector.DOI
Lijian Yang (2009). Localization technique of pipeline detecting based on extremely low frequency electromagnetic wave. Shenyang Gongye Daxue xuebao.
Lijian Yang (2009). Locating algorithm for leakage point of gas pipeline. Shenyang Gongye Daxue xuebao.
Lijian Yang (2009). Application of exponential computing in non-linear compensation of eddy current sensor. Transducer and Microsystem Technologies.
Lijian Yang (2009). Method for inspection of mechanical damage in pipelines. Ha'erbin gongye daxue xuebao.
Lijian Yang (2009). Design of Testing Circuit for Large-distance Eddy Current Sensor. Yibiao jishu yu chuanganqi.
Lijian Yang (2009). DSP data acquisition card used in ultrasonic detection. Shenyang Gongye Daxue xuebao.
Lijian Yang (2009). Multi-phase Flow Measuring Method Based on BP Neural Networks. Yibiao jishu yu chuanganqi.
Lijian Yang, Guoguang Zhang, Songwei Gao (2008). The research on the relation between magnetic leakage signal character and defect character. World Congress on Intelligent Control and Automation.DOI
杨理践，马凤铭，高松巍（2006）. 基于神经网络及数据融合的管道缺陷定量识别. 《无损检测》.
Lijian Yang, MA Feng-ming, Songwei Gao (2006). Lossless Compression of Pipeline Magnetic Flux Leakage Inspection Data Based on Region of Interest. World Congress on Intelligent Control and Automation.DOI
Rongxue Li, Lijian Yang, Jia Zhang, Zheng Lian (2024). Improved Singular Spectrum Decomposition Method for Resonance Recognition of Air-Coupled Ultrasonic Signal Through-Transmission of Steel Plates. SSRN Electronic Journal.DOI
luo ning, Bin Liu, Lijian Yang (2024). A Quantitative Study on the Stress Internal Detection Of Composite Defects Based on Weak Magnetic Field Detection. SSRN Electronic Journal.DOI
He Zhang, Ying Guo, Xianming Lang, Hao Geng, Lijian Yang, Bin Liu, Luyao He, Fuyin Zheng, Yan Wang (2023). Quantification of Pipeline Magnetic Flux Leakage Internal Detection Signal Based on the Magnetoelectric Coupling Method. SSRN Electronic Journal.DOI