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ORCIDZitong Zhou
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2020 – today
- 2024
[j24]Zitong Zhou, Zhiqiang Cao, Shaohua Yan, Xiaolong Wang, Libo Xie, Shiyang Lu, Dapeng Zhu, Qunwen Leng, Weisheng Zhao:
A high precision two-axis GMR angular sensor manufactured by post-annealing. Sci. China Inf. Sci. 67(6) (2024)- [j23]Wenqing Wan
, Jinglong Chen, Zitong Zhou, Zhen Shi:
Self-Supervised Simple Siamese Framework for Fault Diagnosis of Rotating Machinery With Unlabeled Samples. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6380-6392 (2024) - 2023
- [j22]Zipeng Li, Zitong Zhou, Xiaoyi Zhou:
A Sensor-Based Modified FMD Method to Identify Fault Feature for Mechanical Fault Diagnosis of Ship-Borne Antennae. IEEE Access 11: 40018-40028 (2023) - [j21]Weibin Chen, Shaohua Yan, Zhiqiang Cao, Shiyang Lu, Xiaonan Zhao, Runrun Hao, Zitong Zhou, Zhi Li, Kun Zhang, Shishen Yan, Qunwen Leng:
Magnetic coupling governed pinning directions in magnetic tunnel junctions under magnetic field annealing with zero magnetic field cooling. Sci. China Inf. Sci. 66(4) (2023) - [j20]Haixin Lv, Jinglong Chen, Shuilong He, Zitong Zhou:
A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j19]Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou:
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift. IEEE Trans. Neural Networks Learn. Syst. 34(6): 3082-3096 (2023) - [c5]Zitong Zhou, Zixin Huang, Sasa Misailovic:
AquaSense: Automated Sensitivity Analysis of Probabilistic Programs via Quantized Inference. ATVA 2023: 288-301 - 2022
- [j18]Rujie Hou, Jinglong Chen, Shuilong He, Fudong Li, Zitong Zhou:
Prototype augmented network with metric-mixed under limited samples for mechanical intelligent fault recognition. Appl. Soft Comput. 130: 109709 (2022) - [j17]Yuanhong Chang, Jinglong Chen, Wenyang Wu, Tongyang Pan, Zitong Zhou, Shuilong He:
Intelligent Fault Quantitative Identification for Industrial Internet of Things (IIoT) via a Novel Deep Dual Reinforcement Learning Model Accompanied With Insufficient Samples. IEEE Internet Things J. 9(20): 19811-19822 (2022) - [j16]Kaiyu Zhang, Qiang Chen, Jinglong Chen, Shuilong He, Fudong Li, Zitong Zhou:
A multi-module generative adversarial network augmented with adaptive decoupling strategy for intelligent fault diagnosis of machines with small sample. Knowl. Based Syst. 239: 107980 (2022) - [j15]Yuanhong Chang, Jinglong Chen, Qiang Chen, Shen Liu, Zitong Zhou:
CFs-focused intelligent diagnosis scheme via alternative kernels networks with soft squeeze-and-excitation attention for fast-precise fault detection under slow & sharp speed variations. Knowl. Based Syst. 239: 108026 (2022) - [j14]Xuan Liu, Jinglong Chen, Kaiyu Zhang, Shen Liu, Shuilong He, Zitong Zhou:
Cross-domain intelligent bearing fault diagnosis under class imbalanced samples via transfer residual network augmented with explicit weight self-assignment strategy based on meta data. Knowl. Based Syst. 251: 109272 (2022) - [j13]Tianci Zhang, Jinglong Chen, Shuilong He, Zitong Zhou:
Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines. IEEE Trans. Ind. Electron. 69(10): 10573-10584 (2022) - [j12]Tianci Zhang, Shuilong He, Jinglong Chen, Tongyang Pan, Zitong Zhou:
Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - 2021
- [j11]Yong Feng, Jinglong Chen, Zhuozheng Yang, Xiaogang Song, Yuanhong Chang, Shuilong He, Enyong Xu, Zitong Zhou:
Similarity-based meta-learning network with adversarial domain adaptation for cross-domain fault identification. Knowl. Based Syst. 217: 106829 (2021) - [j10]Shen Liu, Jinglong Chen, Shuilong He, Enyong Xu, Haixin Lv, Zitong Zhou:
Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning. Knowl. Based Syst. 232: 107488 (2021) - [j9]Tongyang Pan, Jinglong Chen, Jingsong Xie, Zitong Zhou, Shuilong He:
Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance. IEEE Trans. Ind. Informatics 17(9): 6282-6293 (2021) - [j8]Fudong Li, Jinglong Chen, Shuilong He, Zitong Zhou:
Layer Regeneration Network With Parameter Transfer and Knowledge Distillation for Intelligent Fault Diagnosis of Bearing Using Class Unbalanced Sample. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j7]Zhen Shi, Jinglong Chen, Yanyang Zi, Zitong Zhou:
A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j6]Jingsong Xie, Zhaoyang Li, Zitong Zhou, Scarlett Liu:
A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - [i2]Zitong Zhou, Nicholas Zabaras, Daniel M. Tartakovsky:
Deep Learning for Simultaneous Inference of Hydraulic and Transport Properties. CoRR abs/2110.12367 (2021) - 2020
- [j5]Haixin Lv, Jinglong Chen, Tongyang Pan, Zitong Zhou:
Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis. Appl. Soft Comput. 95: 106577 (2020) - [j4]Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou:
A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. IEEE Trans. Instrum. Meas. 69(7): 4852-4862 (2020) - [c4]Zitong Zhou:
The Application of Machine Learning in Activity Recognition with Healthy Older People Using a Batteryless Wearable Sensor. ICAAI 2020: 1-8 - [c3]Tianci Zhang, Jinglong Chen, Tongyang Pan, Zitong Zhou:
Towards Intelligent Fault Diagnosis under Small Sample Condition via A Signals Augmented Semi-supervised Learning Framework. INDIN 2020: 669-672 - [i1]Zitong Zhou, Daniel M. Tartakovsky:
Markov Chain Monte Carlo with Neural Network Surrogates: Application to Contaminant Source Identification. CoRR abs/2003.02322 (2020)
2010 – 2019
- 2019
- [j3]Tongyang Pan, Jinglong Chen, Zitong Zhou, Changlei Wang, Shuilong He:
A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection. IEEE Trans. Ind. Informatics 15(9): 5119-5128 (2019) - [c2]Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He:
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. INDIN 2019: 1275-1278 - 2018
- [j2]Jun Pan, Yanyang Zi, Jinglong Chen, Zitong Zhou, Biao Wang:
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. IEEE Trans. Ind. Electron. 65(6): 4973-4982 (2018) - 2017
- [j1]Chengyu Ma, Binghe Ma, Jinjun Deng, Weizheng Yuan, Zitong Zhou, Han Zhang:
A High-Temperature MEMS Surface Fence for Wall-Shear-Stress Measurement in Scramjet Flow. Sensors 17(10): 2412 (2017) - 2016
- [c1]Zitong Zhou, Jinglong Chen, Yanyang Zi, Xunzhang Chen:
Multi-domain description method for bearing fault recognition in varying speed condition. IECON 2016: 423-428
Coauthor Index
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