Shisheng Zhong

44 papers Journal 36Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel majority-oriented over-sampling technique and its application in imbalanced anomaly detection of aero-engines.
Reliab. Eng. Syst. Saf.
Dan Liu, Haibo Gao, Lin Lin, Song Fu, Minghang Zhao, Shisheng Zhong
2026 J jnl
Engine-specific degradation prediction of aviation engines via transferable snippet augmentation: A trend-grouped fine-tuning perspective.
Adv. Eng. Informatics
Haoze Wu, Shisheng Zhong, Minghang Zhao, Yongjian Zhang, Xuyun Fu, Song Fu
2026 J jnl
Hydraulic response enhancement in brake valve anomaly monitoring: an integrated hardware-in-the-loop and cyclic generative adversarial network.
Expert Syst. Appl.
Yin Chen, Lin Lin, Hongze Ruan, Yong Chen, Shisheng Zhong, Lizheng Zu
2025 J jnl
CUR-Estimator: Towards reliable missing data imputation for aero-engine degradation process.
Neurocomputing
Haoze Wu, Shisheng Zhong, Minghang Zhao, Xuyun Fu, Yongjian Zhang, Song Fu
2025 J jnl
Continual contrastive reinforcement learning: Towards stronger agent for environment-aware fault diagnosis of aero-engines through long-term optimization under highly imbalance scenarios.
Adv. Eng. Informatics
Haoze Wu, Shisheng Zhong, Minghang Zhao, Xuyun Fu, Yongjian Zhang, Song Fu
2025 J jnl
DKAMFormer: Domain Knowledge-Augmented Multiscale Transformer for Remaining Useful Life Prediction of Aeroengine.
IEEE CAA J. Autom. Sinica
Song Fu, Yue Wang, Lin Lin, Minghang Zhao, Lizheng Zu, Yifan Lu, Feng Guo, Shiwei Suo, Yikun Liu, Sihao Zhang, Shisheng Zhong
2025 J jnl
Dinic's assembly parts matching optimization based on CACGAN gyroscope performance prediction.
J. Supercomput.
Wuyang Fan, Song Fu, Shisheng Zhong
2025 J jnl
Dual-sided co-machining scheme optimization for thin-wall components with complex geometry.
J. Intell. Manuf.
Xiangyu Guo, Rui Wang, Shisheng Zhong, Xun Xu
2024 J jnl
DCSIAN: A novel deep cross-scale interactive attention network for fault diagnosis of aviation hydraulic pumps and generalizable applications.
Reliab. Eng. Syst. Saf.
Song Fu, Limin Zou, Yue Wang, Lin Lin, Yifan Lu, Minghang Zhao, Feng Guo, Shisheng Zhong
2024 J jnl
Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines.
Expert Syst. Appl.
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
2024 J jnl
HOOST: A novel hyperplane-oriented over-sampling technique for imbalanced fault detection of aero-engines.
Knowl. Based Syst.
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
2024 J jnl
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.
Song Fu, Lin Lin, Yue Wang, Feng Guo, Minghang Zhao, Baihong Zhong, Shisheng Zhong
2023 J jnl
CSiamese: a novel semi-supervised anomaly detection framework for gas turbines via reconstruction similarity.
Neural Comput. Appl.
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
2023 J jnl
Deep attention SMOTE: Data augmentation with a learnable interpolation factor for imbalanced anomaly detection of gas turbines.
Comput. Ind.
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
2023 J jnl
Gravity particle swarm optimization algorithm for solving shop visit balancing problem for repairable equipment.
Eng. Appl. Artif. Intell.
Xiangzhao Xia, Xuyun Fu, Shisheng Zhong, Zhengfeng Bai, Yanchao Wang
2022 J jnl
A Novel Time-Series Memory Auto-Encoder With Sequentially Updated Reconstructions for Remaining Useful Life Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao
2022 J jnl
CAE-WANN: A novel anomaly detection method for gas turbines via search space extension.
Qual. Reliab. Eng. Int.
Shisheng Zhong, Dan Liu, Lin Lin, Minghang Zhao, Xuyun Fu, Feng Guo
2022 J jnl
Data Augmentation via Randomized Wavelet Expansion and Its Application in Few-Shot Fault Diagnosis of Aviation Hydraulic Pumps.
IEEE Trans. Instrum. Meas.
Minghang Zhao, Xuyun Fu, Yongjian Zhang, Linghui Meng, Shisheng Zhong
2022 J jnl
Decision rule mining for machining method chains based on rough set theory.
J. Intell. Manuf.
Rui Wang, Xiangyu Guo, Shisheng Zhong, Gaolei Peng, Lin Wang
2022 J jnl
Empirical mode reconstruction: Preserving intrinsic components in data augmentation for intelligent fault diagnosis of civil aviation hydraulic pumps.
Comput. Ind.
Linghui Meng, Minghang Zhao, Zhiquan Cui, Xingming Zhang, Shisheng Zhong
2022 J jnl
Highly imbalanced fault diagnosis of gas turbines via clustering-based downsampling and deep siamese self-attention network.
Adv. Eng. Informatics
Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu
2021 J jnl
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
Hao Sun, Xuyun Fu, Shisheng Zhong
2021 J jnl
A re-optimized deep auto-encoder for gas turbine unsupervised anomaly detection.
Eng. Appl. Artif. Intell.
Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao
2021 J jnl
Deep Residual Networks With Adaptively Parametric Rectifier Linear Units for Fault Diagnosis.
IEEE Trans. Ind. Electron.
Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Shaojiang Dong, Michael G. Pecht
2020 J jnl
Deep Residual Shrinkage Networks for Fault Diagnosis.
IEEE Trans. Ind. Informatics
Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang, Michael G. Pecht
2019 — conf
A novel unsupervised anomaly detection for gas turbine using Isolation Forest.
ICPHM
Shisheng Zhong, Song Fu, Lin Lin, Xuyun Fu, Zhiquan Cui, Rui Wang
2019 J jnl
Long-term prediction of system degradation with similarity analysis of multivariate patterns.
Reliab. Eng. Syst. Saf.
Shisheng Zhong, Zhixue Tan, Lin Lin
2019 J jnl
Trans-layer model learning: A hierarchical modeling strategy for real-time reliability evaluation of complex systems.
Reliab. Eng. Syst. Saf.
Zhixue Tan, Shisheng Zhong, Lin Lin
2018 — conf
Aero-Engine Exhaust Gas Temperature Prognostic Model Based on Gated Recurrent Unit Network.
ICPHM
Shisheng Zhong, Zhen Li, Lin Lin, Yongjian Zhang
2018 J jnl
Aeroengine After-Maintenance Performance Prediction Based on Simplified Mixed Takagi - Sugeno Model.
J. Aerosp. Inf. Syst.
Zhen Li, Shisheng Zhong, Lin Lin
2018 J jnl
Multi-objective decision-making model based on CBM for an aircraft fleet with reliability constraint.
Int. J. Prod. Res.
Lin Lin, Bin Luo, Shisheng Zhong
2018 J jnl
PGA/MOEAD: a preference-guided evolutionary algorithm for multi-objective decision-making problems with interval-valued fuzzy preferences.
Int. J. Syst. Sci.
Bin Luo, Lin Lin, Shisheng Zhong
2017 J jnl
Development and application of maintenance decision-making support system for aircraft fleet.
Adv. Eng. Softw.
Lin Lin, Bin Luo, Shisheng Zhong
2017 J jnl
Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction.
Neurocomputing
Shisheng Zhong, Xiaolong Xie, Lin Lin, Fang Wang
2017 J jnl
Random forests-based extreme learning machine ensemble for multi-regime time series prediction.
Expert Syst. Appl.
Lin Lin, Fang Wang, Xiaolong Xie, Shisheng Zhong
2016 — conf
An improved correlation-based anomaly detection approach for condition monitoring data of industrial equipment.
ICPHM
Shisheng Zhong, Hui Luo, Lin Lin, Xuyun Fu
2015 J jnl
Two-layer random forests model for case reuse in case-based reasoning.
Expert Syst. Appl.
Shisheng Zhong, Xiaolong Xie, Lin Lin
2014 J jnl
Process Takagi-Sugeno model: A novel approach for handling continuous input and output functions and its application to time series prediction.
Knowl. Based Syst.
Xiaolong Xie, Lin Lin, Shisheng Zhong
2013 J jnl
Handling missing values and unmatched features in a CBR system for hydro-generator design.
Comput. Aided Des.
Xiaolong Xie, Lin Lin, Shisheng Zhong
2009 — conf
Aeroengine Turbine Exhaust Gas Temperature Prediction Using Support Vector Machines.
ISNN (2)
Xuyun Fu, Gang Ding, Shisheng Zhong
2007 — conf
Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring.
ISNN (3)
Gang Ding, Shisheng Zhong
2005 — conf
Development of a Web-based collaborative manufacturing system for parallel kinematic machines.
CSCWD (2)
Shisheng Zhong, Yan Zhang, Lin Lin, Wentao Liu, Daizhong Su
2005 — conf
Object-oriented distributed workflow management system.
CSCWD (2)
Lin Lin, Shisheng Zhong, Yu Yao
2005 — conf
Parallel Feedforward Process Neural Network with Time-Varying Input and Output Functions.
ISNN (1)
Shisheng Zhong, Gang Ding, Daizhong Su