Jinhai Liu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 67

Top Topics

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

IEEE Trans. Ind. Electron.

Publications

Zhigang Zhang, Jinhai Liu, Shuo Zhang, Huaguang Zhang
Event-Based Fault Detection for Networked Switched Systems Subject to Hybrid Attacks. IEEE Trans. Netw. Sci. Eng. 11 (3) (2024)
Lei Wang, Jinhai Liu, Huaguang Zhang, Fengyuan Zuo
KMSA-Net: A Knowledge-Mining-Based Semantic-Aware Network for Cross-Domain Industrial Process Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (2) (2024)
Fengyuan Zuo, Jinhai Liu, Mingrui Fu, Lei Wang, Zhen Zhao
STMA-Net: A Spatial Transformation-Based Multiscale Attention Network for Complex Defect Detection With X-Ray Images. IEEE Trans. Instrum. Meas. 73 (2024)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Qi Xiao, Xiangkai Shen, Hang Xu
A Physics-Guided MFL Deformed Defect Recovery Method. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
You Shang, Sijie Li, Peng Li, Jinhai Liu
An adaptable scheduling model for mixed flexible flow line with production continuity and processing capacity. Comput. Ind. Eng. 192 (2024)
Lei Wang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Fengyuan Zuo
Irregular Defect Size Estimation for the Magnetic Flux Leakage Detection System via Expertise-Informed Collaborative Network. IEEE Trans. Ind. Electron. 71 (10) (2024)
Xiangkai Shen, Jinhai Liu, Lin Jiang, Xiaoyuan Liu, Huaguang Zhang
A Novel Weld Defect Detection Method for Intelligent Magnetic Flux Leakage Detection System via Contextual Relation Network. IEEE Trans. Ind. Electron. 71 (6) (2024)
Zixiang Shi, Yong Bao, Chao Tan, Jinhai Liu, Feng Dong
A Non-intrusive Method for Liquid Level Measurement in Vertical Pipeline Using Ultrasonic Lamb Wave. I2MTC (2024)
Xiaoyuan Liu, Jinhai Liu, Huanqun Zhang, Huaguang Zhang, Xiangkai Shen
DGICR-Net: Dual-Graph Interactive Consistency Reasoning Network for Weld Defect Recognition With Limited Labeled Samples. IEEE Trans. Instrum. Meas. 73 (2024)
Fengyuan Zuo, Jinhai Liu, Mingrui Fu, Lei Wang, Zhen Zhao
An Efficient Anchor-Free Defect Detector With Dynamic Receptive Field and Task Alignment. IEEE Trans. Ind. Informatics 20 (6) (2024)
Shuo Zhang, Jinhai Liu, Wei Wang, Zhigang Zhang
Bipartite Leader-Following Consensus of Nonlinear Switched Multiagent Systems Under Model-Depended Dynamic Event-Triggered Control. IEEE Syst. J. 18 (2) (2024)
Yifu Ren, Jinhai Liu, Qiannan Wang, Huaguang Zhang
HSELL-Net: A Heterogeneous Sample Enhancement Network With Lifelong Learning Under Industrial Small Samples. IEEE Trans. Cybern. 53 (2) (2023)
Jinhai Liu, Hengguang Li, Fengyuan Zuo, Zhen Zhao, Senxiang Lu
KD-LightNet: A Lightweight Network Based on Knowledge Distillation for Industrial Defect Detection. IEEE Trans. Instrum. Meas. 72 (2023)
Jinhai Liu, Xiangkai Shen, Jianfeng Wang, Lin Jiang, Huaguang Zhang
An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals. IEEE Trans. Ind. Electron. 70 (7) (2023)
Hongfei Zhu, Jinhai Liu, Zhigang Zhang, Shuo Zhang, Fuming Qu, Xiuchong Liu
H∞ Consensus of multi-agent systems under hybrid cyber attacks via a sampled-data-based dynamic event-triggered resilient consensus protocol. J. Frankl. Inst. 360 (13) (2023)
Lei Wang, Huaguang Zhang, Jinhai Liu, Fuming Qu, Fengyuan Zuo
Defect Size Quantification for Pipeline Magnetic Flux Leakage Detection System via Multilevel Knowledge-Guided Neural Network. IEEE Trans. Ind. Electron. 70 (9) (2023)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Lei Wang
Pipeline Irregular Defect Inversion for Magnetic Flux Leakage Detection System Based on Heterogeneous Multiclass Feature Fusion. IEEE Trans. Instrum. Meas. 72 (2023)
Yingbo Wang, Juan Zhang, Jinhai Liu, Jiayue Sun
Optimal Synchronization for Multiagent Systems Under Directed Graphs by Scalable Distributed Event-Triggered Control. IEEE Trans. Circuits Syst. II Express Briefs 70 (12) (2023)
Xiaoyuan Liu, Jinhai Liu, Zi Wang, Lei Wang, Huaguang Zhang
Basic-Class and Cross-Class Hybrid Feature Learning for Class-Imbalanced Weld Defect Recognition. IEEE Trans. Ind. Informatics 19 (9) (2023)
Xiangkai Shen, Jinhai Liu, Jiayue Sun, Lin Jiang, He Zhao, Huaguang Zhang
SSCT-Net: A Semisupervised Circular Teacher Network for Defect Detection With Limited Labeled Multiview MFL Samples. IEEE Trans. Ind. Informatics 19 (10) (2023)
Fengyuan Zuo, Jinhai Liu, Mingrui Fu, Jin Lu, Haichao Liu
An Effective Detection Method for Complex Weld Defects Based on Adaptive Feature Pyramid. SAFEPROCESS (2023)
Ge Yu, Di Wang, Jinhai Liu, Xi Zhang
Distribution-Agnostic Few-Shot Industrial Fault Diagnosis via Adaptation-Aware Optimal Feature Transport. IEEE Trans. Ind. Informatics 19 (4) (2023)
Hongfei Zhu, Jinhai Liu, Zhigang Zhang, Shuo Zhang, Fuming Qu
Consensus Control of Multiagent Systems Under Switching Topology and Denial-of-Service Attacks. IEEE Syst. J. 17 (4) (2023)
He Zhao, Jinhai Liu, Jianhua Tang, Xiangkai Shen, Senxiang Lu, Qiannan Wang
A MFL Mechanism-Based Self-Supervised Method for Defect Detection With Limited Labeled Samples. IEEE Trans. Instrum. Meas. 72 (2023)
Difei Hou, Senxiang Lu, Guangmo Yi, Junxiang Qiu, Jinhai Liu
A Target-Focusing Optimization Method for 3-D Profile Reconstruction of Defects Using MFL Measurements. IEEE Trans. Instrum. Meas. 72 (2023)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu
A Multisensor Cycle-Supervised Convolutional Neural Network for Anomaly Detection on Magnetic Flux Leakage Signals. IEEE Trans. Ind. Informatics 18 (11) (2022)
Hegui Zhu, Ruoyang Xiao, Jiapeng Zhang, Jinhai Liu, Chengqing Li, Lianping Yang
A Driving Behavior Risk Classification Framework via the Unbalanced Time Series Samples. IEEE Trans. Instrum. Meas. 71 (2022)
Lin Jiang, Hang Xu, Jinhai Liu, Xiangkai Shen, Senxiang Lu, Zhan Shi
Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features. Neural Comput. Appl. 34 (11) (2022)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu
THMS-Net: A Two-Stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Zhigang Zhang, Jinhai Liu, Hongfei Zhu, Shuo Zhang, Xiuchong Liu, Xue Yu
Co-design of output-based security control and dynamic event-triggered mechanism for NCSs under hybrid cyber attacks. J. Frankl. Inst. 359 (11) (2022)
Yanjuan Ma, Jinhai Liu, Fuming Qu, Hongfei Zhu
Evolved fuzzy min-max neural network for new-labeled data classification. Appl. Intell. 52 (1) (2022)
Yifu Ren, Jinhai Liu, Huaguang Zhang, Jianfeng Wang
TBDA-Net: A Task-Based Bias Domain Adaptation Network Under Industrial Small Samples. IEEE Trans. Ind. Informatics 18 (9) (2022)
Jinhai Liu, Xiaoyuan Liu, Fuming Qu, Huaguang Zhang, Lifei Zhang
A Defect Recognition Method for Low-Quality Weld Image Based on Consistent Multiscale Feature Mapping. IEEE Trans. Instrum. Meas. 71 (2022)
Yifu Ren, Jinhai Liu, Huaguang Zhang, Wei Wang
TDDA-Net: A transitive distant domain adaptation network for industrial sample enhancement. Inf. Sci. 606 (2022)
Huaguang Zhang, Lei Wang, Jianfeng Wang, Fengyuan Zuo, Jifeng Wang, Jinhai Liu
A Pipeline Defect Inversion Method With Erratic MFL Signals Based on Cascading Abstract Features. IEEE Trans. Instrum. Meas. 71 (2022)
Shuo Zhang, Jinhai Liu, Zhigang Zhang
Distributed Dynamic Event-Based Triggering Protocols of Linear Multi-Agent Systems. CAA SAFEPROCESS (2021)
Yanjuan Ma, Jinhai Liu, Yan Zhao
Evolved Fuzzy Min-Max Neural Network for Unknown Labeled Data and its Application on Defect Recognition in Depth. Neural Process. Lett. 53 (1) (2021)
Jinhai Liu, Hanping Liu, Xianghua Dou, Yanke Tang, Chen Zhang, Li Wang, Rongxia Tang, Yingzeng Yin
A Low Profile, Dual-Band, Dual-Polarized Patch Antenna With Antenna-Filter Functions and Its Application in MIMO Systems. IEEE Access 9 (2021)
Xianming Lang, Zheng Hao, Huadong Song, Jinhai Liu, Xiaoting Guo, Meng Qiang, Haitao Yuan
Weld Defect Recognition Method of Pipeline Based on Improved Least Squares Twin Support Vector Machine. MED (2021)
Mingrui Fu, Jinhai Liu, Huaguang Zhang, Senxiang Lu
Multisensor Fusion for Magnetic Flux Leakage Defect Characterization Under Information Incompletion. IEEE Trans. Ind. Electron. 68 (5) (2021)
Huaguang Zhang, Lin Jiang, Jinhai Liu, Fuming Qu
Data Recovery of Magnetic Flux Leakage Data Gaps Using Multifeature Conditional Risk. IEEE Trans Autom. Sci. Eng. 18 (3) (2021)
Fuming Qu, Jinhai Liu, Hongfei Zhu, Huaguang Zhang
A Data-Driven Interpretable Method Based on Reversely Built FIS and Its Applications in Measurement. IEEE Trans. Instrum. Meas. 70 (2021)
Hegui Zhu, Huimin Zeng, Jinhai Liu, Xiangde Zhang
Logish: A new nonlinear nonmonotonic activation function for convolutional neural network. Neurocomputing 458 (2021)
Jinhai Liu, Yifu Ren
A General Transfer Framework Based on Industrial Process Fault Diagnosis Under Small Samples. IEEE Trans. Ind. Informatics 17 (9) (2021)
Zhenning Wu, Yiming Deng, Jinhai Liu, Lixing Wang
A Reinforcement Learning-Based Reconstruction Method for Complex Defect Profiles in MFL Inspection. IEEE Trans. Instrum. Meas. 70 (2021)
Ge Yu, Jinhai Liu, Huaguang Zhang, Chen Liu
An Iterative Stacking Method for Pipeline Defect Inversion With Complex MFL Signals. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Jinhai Liu, Yanjuan Ma, Fuming Qu, Dong Zang
Semi-supervised Fuzzy Min-Max Neural Network for Data Classification. Neural Process. Lett. 51 (2) (2020)
Hegui Zhu, Baoyu Wang, Xiangde Zhang, Jinhai Liu
Semantic image segmentation with shared decomposition convolution and boundary reinforcement structure. Appl. Intell. 50 (9) (2020)
Fuming Qu, Jinhai Liu, Hongfei Zhu, Dong Zang
Wind Turbine Condition Monitoring Based on Assembled Multidimensional Membership Functions Using Fuzzy Inference System. IEEE Trans. Ind. Informatics 16 (6) (2020)
Mingrui Fu, Jinhai Liu, Dong Zang, Senxiang Lu
Anomaly Detection of Complex MFL Measurements Using Low-Rank Recovery in Pipeline Transportation Inspection. IEEE Trans. Instrum. Meas. 69 (9) (2020)
Jinhai Liu, Fuming Qu, Xiaowei Hong, Huaguang Zhang
A Small-Sample Wind Turbine Fault Detection Method With Synthetic Fault Data Using Generative Adversarial Nets. IEEE Trans. Ind. Informatics 15 (7) (2019)
Na Qu, Jianhui Wang, Jinhai Liu
An Arc Fault Detection Method Based on Current Amplitude Spectrum and Sparse Representation. IEEE Trans. Instrum. Meas. 68 (10) (2019)
Senxiang Lu, Jian Feng, Huaguang Zhang, Jinhai Liu, Zhenning Wu
An Estimation Method of Defect Size From MFL Image Using Visual Transformation Convolutional Neural Network. IEEE Trans. Ind. Informatics 15 (1) (2019)
Rui Tu, Rui Zhang, Pengfei Zhang, Jinhai Liu, Xiaochun Lu
Integration of Single-Frequency GNSS and Strong-Motion Observations for Real-Time Earthquake Monitoring. Remote. Sens. 10 (6) (2018)
Ge Yu, Jinhai Liu
A Modified Teaching-Learning Optimization Algorithm for Economic Load Dispatch Problem. ICIC (3) (2018)
Jinhai Liu, Mingrui Fu, Feilong Liu, Jian Feng, Kuangqing Cui
Window Feature-Based Two-Stage Defect Identification Using Magnetic Flux Leakage Measurements. IEEE Trans. Instrum. Meas. 67 (1) (2018)
Fuming Qu, Jinhai Liu, Xiaowei Hong, Yu Zhang
Data Imputation of Wind Turbine Using Generative Adversarial Nets with Deep Learning Models. ICONIP (1) (2018)
Fangming Li, Jian Feng, Huaguang Zhang, Jinhai Liu, Senxiang Lu, Dazhong Ma
Quick Reconstruction of Arbitrary Pipeline Defect Profiles From MFL Measurements Employing Modified Harmony Search Algorithm. IEEE Trans. Instrum. Meas. 67 (9) (2018)
Rui Tu, Pengfei Zhang, Rui Zhang, Jinhai Liu, Xiaochun Lu
Modeling and Assessment of Precise Time Transfer by Using BeiDou Navigation Satellite System Triple-Frequency Signals. Sensors 18 (4) (2018)
Gang Wang, Ru Jia, Huadong Song, Jinhai Liu
Stabilization of unknown nonlinear systems with T-S fuzzy model and dynamic delay partition. J. Intell. Fuzzy Syst. 35 (2) (2018)
Wenying Zhang, Huaguang Zhang, Jinhai Liu, Kai Li, Dongsheng Yang, Hui Tian
Weather prediction with multiclass support vector machines in the fault detection of photovoltaic system. IEEE CAA J. Autom. Sinica 4 (3) (2017)
Jinhai Liu, Yanjuan Ma, Huaguang Zhang, Hanguang Su, Geyang Xiao
A modified fuzzy min-max neural network for data clustering and its application on pipeline internal inspection data. Neurocomputing 238 (2017)
Gang Wang, Ru Jia, Jinhai Liu
A novel stability criterion for fuzzy hyperbolic time-delay system based on dynamic delay partitioning approach. SSCI (2017)
Yanjuan Ma, Jinhai Liu, Tailin Li, Danyu Lu
Staged-adaptive data clustering in fuzzy min-max neural network. SSCI (2017)
Jian Feng, Fangming Li, Senxiang Lu, Jinhai Liu, Dazhong Ma
Injurious or Noninjurious Defect Identification From MFL Images in Pipeline Inspection Using Convolutional Neural Network. IEEE Trans. Instrum. Meas. 66 (7) (2017)
Rui Tu, Rui Zhang, Cuixian Lu, Pengfei Zhang, Jinhai Liu, Xiaochun Lu
A Unified Model for BDS Wide Area and Local Area Augmentation Positioning Based on Raw Observations. Sensors 17 (3) (2017)
Gang Wang, Jinhai Liu, Senxiang Lu
Stability analysis and stabilization for fuzzy hyperbolic time-delay system based on delay partitioning approach. Neurocomputing 214 (2016)
Liang Gao, Gang Wang, Jinhai Liu
Image denoising based on edge detection and prethresholding Wiener filtering of multi-wavelets fusion. Int. J. Wavelets Multiresolution Inf. Process. 13 (5) (2015)
Dawei Gong, Jinhai Liu, Shuangyu Zhao
Chaotic synchronisation for coupled neural networks based on T-S fuzzy theory. Int. J. Syst. Sci. 46 (4) (2015)
Lei Liu, Zhanshan Wang, Jinhai Liu, Zhenwei Liu
Neural-Network-Based Adaptive Fault Estimation for a Class of Interconnected Nonlinear System with Triangular Forms. ISNN (2014)
Zhenning Wu, Huaguang Zhang, Jinhai Liu
A fuzzy support vector machine algorithm for classification based on a novel PIM fuzzy clustering method. Neurocomputing 125 (2014)
Jinhai Liu, Zhibo Yu
A Modified Neural Network Classifier with Adaptive Weight Update and GA-Based Feature Subset Selection. ISNN (2) (2012)
Jinhai Liu, Zhibo Yu
A Filtering Method for Pressure Time Series of Oil Pipelines. BICS (2012)
Dazhong Ma, Jinhai Liu, Zhanshan Wang
The Pattern Classification Based on Fuzzy Min-max Neural Network with New Algorithm. ISNN (2) (2012)
Huaguang Zhang, Jinhai Liu, Dazhong Ma, Zhanshan Wang
Data-Core-Based Fuzzy Min-Max Neural Network for Pattern Classification. IEEE Trans. Neural Networks 22 (12) (2011)
Jinhai Liu, Huaguang Zhang, Jian Feng, Heng Yue
A New Fault Detection and Diagnosis Method for Oil Pipeline Based on Rough Set and Neural Network. ISNN (3) (2007)
Jing Zhang, Jinhai Liu, Tiepan Li
An Advanced Scheme For Wireless Network Authentication System. ICN/ICONS/MCL (2006)