Shisheng Zhong

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 28

Top Topics

Fault Diagnosis

Top Venues

Reliab. Eng. Syst. Saf.

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
HOOST: A novel hyperplane-oriented over-sampling technique for imbalanced fault detection of aero-engines. Knowl. Based Syst. 300 (2024)
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines. Expert Syst. Appl. 238 (Part F) (2024)
Song Fu, Limin Zou, Yue Wang, Lin Lin, Yifan Lu, Minghang Zhao, Feng Guo, Shisheng Zhong
DCSIAN: A novel deep cross-scale interactive attention network for fault diagnosis of aviation hydraulic pumps and generalizable applications. Reliab. Eng. Syst. Saf. 249 (2024)
Song Fu, Lin Lin, Yue Wang, Feng Guo, Minghang Zhao, Baihong Zhong, Shisheng Zhong
MCA-DTCN: A novel dual-task temporal convolutional network with multi-channel attention for first prediction time detection and remaining useful life prediction. Reliab. Eng. Syst. Saf. 241 (2024)
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
CSiamese: a novel semi-supervised anomaly detection framework for gas turbines via reconstruction similarity. Neural Comput. Appl. 35 (22) (2023)
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
Deep attention SMOTE: Data augmentation with a learnable interpolation factor for imbalanced anomaly detection of gas turbines. Comput. Ind. 151 (2023)
Xiangzhao Xia, Xuyun Fu, Shisheng Zhong, Zhengfeng Bai, Yanchao Wang
Gravity particle swarm optimization algorithm for solving shop visit balancing problem for repairable equipment. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Shisheng Zhong, Dan Liu, Lin Lin, Minghang Zhao, Xuyun Fu, Feng Guo
CAE-WANN: A novel anomaly detection method for gas turbines via search space extension. Qual. Reliab. Eng. Int. 38 (6) (2022)
Rui Wang, Xiangyu Guo, Shisheng Zhong, Gaolei Peng, Lin Wang
Decision rule mining for machining method chains based on rough set theory. J. Intell. Manuf. 33 (3) (2022)
Minghang Zhao, Xuyun Fu, Yongjian Zhang, Linghui Meng, Shisheng Zhong
Data Augmentation via Randomized Wavelet Expansion and Its Application in Few-Shot Fault Diagnosis of Aviation Hydraulic Pumps. IEEE Trans. Instrum. Meas. 71 (2022)
Linghui Meng, Minghang Zhao, Zhiquan Cui, Xingming Zhang, Shisheng Zhong
Empirical mode reconstruction: Preserving intrinsic components in data augmentation for intelligent fault diagnosis of civil aviation hydraulic pumps. Comput. Ind. 134 (2022)
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
Highly imbalanced fault diagnosis of gas turbines via clustering-based downsampling and deep siamese self-attention network. Adv. Eng. Informatics 54 (2022)
Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao
A Novel Time-Series Memory Auto-Encoder With Sequentially Updated Reconstructions for Remaining Useful Life Prediction. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Hao Sun, Xuyun Fu, Shisheng Zhong
A Weakly Supervised Gas-Path Anomaly Detection Method for Civil Aero-Engines Based on Mapping Relationship Mining of Gas-Path Parameters and Improved Density Peak Clustering. Sensors 21 (13) (2021)
Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao
A re-optimized deep auto-encoder for gas turbine unsupervised anomaly detection. Eng. Appl. Artif. Intell. 101 (2021)
Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Shaojiang Dong, Michael G. Pecht
Deep Residual Networks With Adaptively Parametric Rectifier Linear Units for Fault Diagnosis. IEEE Trans. Ind. Electron. 68 (3) (2021)
Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Michael G. Pecht
Deep Residual Shrinkage Networks for Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (7) (2020)
Shisheng Zhong, Song Fu, Lin Lin, Xuyun Fu, Zhiquan Cui, Rui Wang
A novel unsupervised anomaly detection for gas turbine using Isolation Forest. ICPHM (2019)
Zhixue Tan, Shisheng Zhong, Lin Lin
Trans-layer model learning: A hierarchical modeling strategy for real-time reliability evaluation of complex systems. Reliab. Eng. Syst. Saf. 182 (2019)
Shisheng Zhong, Zhixue Tan, Lin Lin
Long-term prediction of system degradation with similarity analysis of multivariate patterns. Reliab. Eng. Syst. Saf. 184 (2019)
Shisheng Zhong, Zhen Li, Lin Lin, Yongjian Zhang
Aero-Engine Exhaust Gas Temperature Prognostic Model Based on Gated Recurrent Unit Network. ICPHM (2018)
Lin Lin, Bin Luo, Shisheng Zhong
Multi-objective decision-making model based on CBM for an aircraft fleet with reliability constraint. Int. J. Prod. Res. 56 (14) (2018)
Bin Luo, Lin Lin, Shisheng Zhong
PGA/MOEAD: a preference-guided evolutionary algorithm for multi-objective decision-making problems with interval-valued fuzzy preferences. Int. J. Syst. Sci. 49 (3) (2018)
Zhen Li, Shisheng Zhong, Lin Lin
Aeroengine After-Maintenance Performance Prediction Based on Simplified Mixed Takagi - Sugeno Model. J. Aerosp. Inf. Syst. 15 (7) (2018)
Lin Lin, Bin Luo, Shisheng Zhong
Development and application of maintenance decision-making support system for aircraft fleet. Adv. Eng. Softw. 114 (2017)
Lin Lin, Fang Wang, Xiaolong Xie, Shisheng Zhong
Random forests-based extreme learning machine ensemble for multi-regime time series prediction. Expert Syst. Appl. 83 (2017)
Shisheng Zhong, Xiaolong Xie, Lin Lin, Fang Wang
Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction. Neurocomputing 238 (2017)
Shisheng Zhong, Hui Luo, Lin Lin, Xuyun Fu
An improved correlation-based anomaly detection approach for condition monitoring data of industrial equipment. ICPHM (2016)
Shisheng Zhong, Xiaolong Xie, Lin Lin
Two-layer random forests model for case reuse in case-based reasoning. Expert Syst. Appl. 42 (24) (2015)
Xiaolong Xie, Lin Lin, Shisheng Zhong
Process Takagi-Sugeno model: A novel approach for handling continuous input and output functions and its application to time series prediction. Knowl. Based Syst. 63 (2014)
Xiaolong Xie, Lin Lin, Shisheng Zhong
Handling missing values and unmatched features in a CBR system for hydro-generator design. Comput. Aided Des. 45 (6) (2013)
Xuyun Fu, Gang Ding, Shisheng Zhong
Aeroengine Turbine Exhaust Gas Temperature Prediction Using Support Vector Machines. ISNN (2) (2009)
Gang Ding, Shisheng Zhong
Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring. ISNN (3) (2007)
Shisheng Zhong, Gang Ding, Daizhong Su
Parallel Feedforward Process Neural Network with Time-Varying Input and Output Functions. ISNN (1) (2005)
Shisheng Zhong, Yan Zhang, Lin Lin, Wentao Liu, Daizhong Su
Development of a Web-based collaborative manufacturing system for parallel kinematic machines. CSCWD (2) (2005)
Lin Lin, Shisheng Zhong, Yu Yao
Object-oriented distributed workflow management system. CSCWD (2) (2005)