Chuanfang Zhang

20 papers B 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
An exergy-related fault diagnosis framework based on fault-agnostic meta-learning for industrial multimode batch processes.
Neurocomputing
Chuanfang Zhang, Wenxiao Yin, Kaixiang Peng, Xueyi Zhang
2026 J jnl
An exergy-related unsupervised domain adaptation broad learning system framework for fault diagnosis in multimode batch manufacturing processes.
Appl. Soft Comput.
Chuanfang Zhang, Zhibin Huang, Hanwen Zhang, Wenxiao Yin, Kaixiang Peng
2026 J jnl
MAML-based temporal supervised information maximizing GAN for few-shot time series data generation.
Expert Syst. Appl.
Hanwen Zhang, Houze Guo, Haojie Bai, Chuanfang Zhang, Linlin Li
2026 J jnl
Operating performance assessment and fault diagnosis of electro-hydraulic servo valves using Trans-SN-CGAN with Gaussian and non-Gaussian information fusion.
Expert Syst. Appl.
Hanwen Zhang, Wenxiao Yin, Chuanfang Zhang, Qiang Min, Ruihua Jiao, Kaixiang Peng
2026 J jnl
Trinity of Safety-Quality-Efficiency: Cloud-Edge-Device Collaborative Monitoring for Manufacturing Systems With Industrial Validation.
IEEE Internet Things J.
Chi Zhang, Xueyi Zhang, Jie Dong, Liang Ma, Chuanfang Zhang, Kaixiang Peng
2025 J jnl
A KPI-related fault diagnosis method for multimode manufacturing processes based on supervised minimal gated unit and sparse broad learning system.
Appl. Soft Comput.
Chuanfang Zhang, Wenxiao Yin, Chi Zhang, Kaixiang Peng, Xueyi Zhang
2025 J jnl
A deep semi-supervised echo state network-based distributed operating performance assessment framework for manufacturing processes optimized by enhanced black-winged kite algorithm.
Appl. Intell.
Chuanfang Zhang, Wenxiao Yin, Kaixiang Peng, Xueyi Zhang
2024 J jnl
A Novel Quality-Related Distributed Fault Diagnosis Framework for Large-Scale Sequential Manufacturing Processes.
IEEE Trans. Ind. Informatics
Xueyi Zhang, Liang Ma, Kaixiang Peng, Chuanfang Zhang
2024 J jnl
A cloud-edge collaboration based quality-related hierarchical fault detection framework for large-scale manufacturing processes.
Expert Syst. Appl.
Xueyi Zhang, Liang Ma, Kaixiang Peng, Chuanfang Zhang, Muhammad Asfandyar Shahid
2023 J jnl
A Robust Fault Classification Method for Streaming Industrial Data Based on Wasserstein Generative Adversarial Network and Semi-Supervised Ladder Network.
IEEE Trans. Instrum. Meas.
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang, Kaixuan Yang
2023 J jnl
A comprehensive operating performance assessment framework based on distributed Siamese gated recurrent unit for hot strip mill process.
Appl. Soft Comput.
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Long Miao
2023 — conf
Exergy-related Operating Performance Assessment for Hot Rolling Process Based on Multiple imputation and Multi-class Support Vector Data Description.
ICPS
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Liang Ma, Yangfan Wang, Dongjie Hua
2022 B conf
Distributed Operating Performance Assessment for Hot Strip Mill Process Based on Probabilistic Support Tensor Data Description with Feature Tensor.
SMC
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang
2022 J jnl
KPI-related operating performance assessment based on distributed ImRMR-KOCTA for hot strip mill process.
Expert Syst. Appl.
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang
2021 J jnl
An extensible quality-related fault isolation framework based on dual broad partial least squares with application to the hot rolling process.
Expert Syst. Appl.
Chuanfang Zhang, Kaixiang Peng, Jie Dong
2021 — conf
Quality Anomaly Monitoring and Comprehensive Diagnosis Framework for Plant-wide Process Industries with Spatio-Temporal Coordination.
CAA SAFEPROCESS
Hongjun Zhang, Chuanfang Zhang, Kaixiang Peng, Jie Dong, Liang Ma, Xueyi Zhang
2020 J jnl
Corrigendum to "Fault diagnosis of non-Gaussian process based on FKICA" [Journal of the Franklin Institute Volume 354, Issue 6, April 2017, Pages 2573-2590].
J. Frankl. Inst.
Wenyou Du, Chuanfang Zhang, Yunpeng Fan, Yingwei Zhang, Ji Zhang
2020 J jnl
Fault monitoring and remaining useful life prediction framework for multiple fault modes in prognostics.
Reliab. Eng. Syst. Saf.
Ruihua Jiao, Kaixiang Peng, Jie Dong, Chuanfang Zhang
2019 J jnl
A novel plant-wide process monitoring framework based on distributed Gap-SVDD with adaptive radius.
Neurocomputing
Chuanfang Zhang, Kaixiang Peng, Jie Dong
2019 J jnl
Hierarchical Monitoring and Root-Cause Diagnosis Framework for Key Performance Indicator-Related Multiple Faults in Process Industries.
IEEE Trans. Ind. Informatics
Liang Ma, Jie Dong, Kaixiang Peng, Chuanfang Zhang