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Chuanfang Zhang 0001
Person information
- affiliation (PhD 2021): University of Science and Technology Beijing (USTB), School of Automation and Electrical Engineering, China
Other persons with the same name
- Chuanfang Zhang 0002
— Beijing Institute of Technology, School of Information and Electronics, China - Chuanfang Zhang 0003 — Guangxi Normal University, Guangxi Key Laboratory of Multi-Source Information Mining and Security, Guilin, China
- Chuanfang Zhang 0004 — Guangdong University of Petrochemical Technology, College of Science, Maoming, China
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2020 – today
- 2026
[j14]Hanwen Zhang
, Houze Guo
, Haojie Bai
, Chuanfang Zhang
, Linlin Li
:
MAML-based temporal supervised information maximizing GAN for few-shot time series data generation. Expert Syst. Appl. 297: 129342 (2026)
[j13]Hanwen Zhang, Wenxiao Yin, Chuanfang Zhang
, Qiang Min, Ruihua Jiao, Kaixiang Peng:
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. 299: 129940 (2026)- 2025
[j12]Chuanfang Zhang
, Wenxiao Yin, Kaixiang Peng, Xueyi Zhang:
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. 55(12): 834 (2025)
[j11]Chuanfang Zhang
, Wenxiao Yin
, Chi Zhang
, Kaixiang Peng
, Xueyi Zhang:
A KPI-related fault diagnosis method for multimode manufacturing processes based on supervised minimal gated unit and sparse broad learning system. Appl. Soft Comput. 184: 113679 (2025)- 2024
[j10]Xueyi Zhang
, Liang Ma
, Kaixiang Peng
, Chuanfang Zhang
, Muhammad Asfandyar Shahid
:
A cloud-edge collaboration based quality-related hierarchical fault detection framework for large-scale manufacturing processes. Expert Syst. Appl. 256: 124909 (2024)
[j9]Xueyi Zhang
, Liang Ma
, Kaixiang Peng
, Chuanfang Zhang
:
A Novel Quality-Related Distributed Fault Diagnosis Framework for Large-Scale Sequential Manufacturing Processes. IEEE Trans. Ind. Informatics 20(3): 4397-4407 (2024)- 2023
[j8]Chuanfang Zhang
, Kaixiang Peng
, Jie Dong, Long Miao:
A comprehensive operating performance assessment framework based on distributed Siamese gated recurrent unit for hot strip mill process. Appl. Soft Comput. 132: 109889 (2023)
[j7]Chuanfang Zhang
, Kaixiang Peng
, Jie Dong
, Xueyi Zhang
, Kaixuan Yang
:
A Robust Fault Classification Method for Streaming Industrial Data Based on Wasserstein Generative Adversarial Network and Semi-Supervised Ladder Network. IEEE Trans. Instrum. Meas. 72: 1-9 (2023)
[c3]Chuanfang Zhang, Kaixiang Peng, Jie Dong, Liang Ma, Yangfan Wang, Dongjie Hua:
Exergy-related Operating Performance Assessment for Hot Rolling Process Based on Multiple imputation and Multi-class Support Vector Data Description. ICPS 2023: 1-6- 2022
[j6]Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang:
KPI-related operating performance assessment based on distributed ImRMR-KOCTA for hot strip mill process. Expert Syst. Appl. 209: 118273 (2022)
[c2]Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang:
Distributed Operating Performance Assessment for Hot Strip Mill Process Based on Probabilistic Support Tensor Data Description with Feature Tensor. SMC 2022: 2479-2483- 2021
[j5]Chuanfang Zhang, Kaixiang Peng, Jie Dong:
An extensible quality-related fault isolation framework based on dual broad partial least squares with application to the hot rolling process. Expert Syst. Appl. 167: 114166 (2021)
[c1]Hongjun Zhang, Chuanfang Zhang, Kaixiang Peng, Jie Dong, Liang Ma, Xueyi Zhang:
Quality Anomaly Monitoring and Comprehensive Diagnosis Framework for Plant-wide Process Industries with Spatio-Temporal Coordination. CAA SAFEPROCESS 2021: 1-6- 2020
[j4]Wenyou Du
, Chuanfang Zhang
, Yunpeng Fan, Yingwei Zhang, Ji Zhang:
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. 357(7): 4503-4504 (2020)
[j3]Ruihua Jiao, Kaixiang Peng, Jie Dong, Chuanfang Zhang:
Fault monitoring and remaining useful life prediction framework for multiple fault modes in prognostics. Reliab. Eng. Syst. Saf. 203: 107028 (2020)
2010 – 2019
- 2019
[j2]Chuanfang Zhang
, Kaixiang Peng
, Jie Dong:
A novel plant-wide process monitoring framework based on distributed Gap-SVDD with adaptive radius. Neurocomputing 350: 1-12 (2019)
[j1]Liang Ma
, Jie Dong, Kaixiang Peng
, Chuanfang Zhang
:
Hierarchical Monitoring and Root-Cause Diagnosis Framework for Key Performance Indicator-Related Multiple Faults in Process Industries. IEEE Trans. Ind. Informatics 15(4): 2091-2100 (2019)
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