Haixin Lv

发表

Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives

Shuilong He, Jinglong Chen, Tongyang Pan, 2021, ISA Transactions.

Attention Mechanism in Intelligent Fault Diagnosis of Machinery: A Review of Technique and Application

Jinglong Chen, Tongyang Pan, Tianci Zhang, 2022, Measurement.

A soft-target difference scaling network via relational knowledge distillation for fault detection of liquid rocket engine under multi-source trouble-free samples

Jinglong Chen, Wenrong Xiao, Haixin Lv, 2022, Reliab. Eng. Syst. Saf..

Full Graph Autoencoder for One-Class Group Anomaly Detection of IIoT System

Jinglong Chen, Haixin Lv, Yong Feng, 2022, IEEE Internet of Things Journal.

SDA: Regularization with Cut-Flip and Mix-Normal for machinery fault diagnosis under small dataset.

Tongyang Pan, Jinglong Chen, Zitong Zhou, 2020, ISA transactions.

Intelligent fault diagnosis of machines with small & imbalanced data: A state-of-the-art review and possible extensions.

Shuilong He, Jinglong Chen, Tianci Zhang, 2021, ISA transactions.

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

Tongyang Pan, Jinglong Chen, Haixin Lv, 2021, Knowl. Based Syst..

Multiple degradation mode analysis via gated recurrent unit mode recognizer and life predictors for complex equipment

Tongyang Pan, Jinglong Chen, Yuanhong Chang, 2020, Comput. Ind..

Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis

Tongyang Pan, Zitong Zhou, Jinglong Chen, 2020, Appl. Soft Comput..

Intelligent fault diagnosis under small sample size conditions via Bidirectional InfoMax GAN with unsupervised representation learning

Zitong Zhou, Jinglong Chen, Haixin Lv, 2021, Knowl. Based Syst..

Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion

Jinglong Chen, Haixin Lv, Jun Wang, 2022, IEEE Internet of Things Journal.

Heterogeneous bi-directional recurrent neural network combining fusion health indicator for predictive analytics of rotating machinery.

Jinglong Chen, Shen Liu, Haixin Lv, 2021, ISA transactions.

LOSGAN: latent optimized stable GAN for intelligent fault diagnosis with limited data in rotating machinery

Tongyang Pan, Jinglong Chen, Cheng Qu, 2020 .

A Supervised Framework for Recognition of Liquid Rocket Engine Health State Under Steady-State Process Without Fault Samples

Jinglong Chen, Haixin Lv, Jun Wang, 2021, IEEE Transactions on Instrumentation and Measurement.

Unsupervised Multimodal Anomaly Detection With Missing Sources for Liquid Rocket Engine.

Jinglong Chen, Haixin Lv, Yong Feng, 2022, IEEE transactions on neural networks and learning systems.

A Position-Free Signal Transformer via Multiband Inner Relationship Extraction for Understanding Information Flow of Machinery Diagnosis

Shuilong He, Jinglong Chen, Zitong Zhou, 2023, IEEE Transactions on Instrumentation and Measurement.