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Enhancing Aerospace Fault Diagnosis With Conditioned Multiscale Generative Adversarial Networks
Ye, Lihao; Zhang, Ke; Jiang, Bin; Simani, Silvio
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IEEE TRANSACTIONS ON CYBERNETICS
Vol. 56, No. 2, pp: 816-827, Anno: 2026 |
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A data-driven integrated framework for collaborative prediction and optimisation of hot-rolled steel strip shape
Dong, Jie; Xu, Qing-quan; Simani, Silvio; Peng, Kai-xiang
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INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
Vol. 2026, No. 1, pp: 1-26, Anno: 2026 |
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Kinematic guidance using virtual reference point for underactuated marine vehicles with sideslip compensation
Mallipeddi, S. K.; Menghini, M.; Simani, S.; Castaldi, P.
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CONTROL ENGINEERING PRACTICE
Vol. 169, No. 106769, pp: 1-13, Anno: 2026 |
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A novel Causality-Constrained Synchronous Spatio-Temporal Graph Convolutional Networks for fault diagnosis in large-scale industrial processes
Zhang, Chi; Zhao, Tiantian; Peng, Kaixiang; Simani, Silvio; Dong, Jie
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PROCESS SAFETY AND ENVIRONMENTAL PROTECTION
Vol. 211, No. 1, pp: 108749-1-108749-15, Anno: 2026 |
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Optimal Fault-Tolerant Control for Large-Scale Interconnected Systems with State-Constraints
Liu, Qingyi; Zhang, Ke; Jiang, Bin; Simani, Silvio
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IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS
Vol. 55, No. 2, pp: 1564-1575, Anno: 2025 |
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Dynamic Causal Entropy-Spatiotemporal Convolutional Network for Quality-Related Fault Diagnosis of Large-Scale Industrial Processes
Hua, Dongjie; Dong, Jie; Peng, Kaixiang; Simani, Silvio; Li, Daye; Hou, Jianing
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IEEE TRANSACTIONS ON CYBERNETICS
Vol. 2025, No. 1, pp: 1-12, Anno: 2025 |
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Fault detection in nonstationary industrial processes via kolmogorov-arnold networks with test-time training
Li, Daye; Dong, Jie; Peng, Kaixiang; Simani, Silvio; Zhang, Chuanfang; Hua, Dongjie
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ISA TRANSACTIONS
Vol. 2025, No. 1, pp: 1-15, Anno: 2025 |
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Virtual Node-Based Risk Assessment for Hidden and Cascading Failures in Production Lines
Huang, Shoujin; Simani, Silvio; Lu, Ningyun; Jiang, Bin
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IEEE TRANSACTIONS ON RELIABILITY
Vol. 74, No. 4, pp: 5531-5543, Anno: 2025 |
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Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring
Wang, Youqing; Wang, Haoqian; Hou, Tongze; Ye, Xukai; Simani, Silvio; Ma, Xin
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IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS
Vol. 55, No. 9, pp: 5912-5924, Anno: 2025 |
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An Integrated Distributed Fault Diagnosis Framework for Large-Scale Industrial Processes Based on Spatio–Temporal Causal Analysis
Hua, Dongjie; Dong, Jie; Peng, Kaixiang; Simani, Silvio
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
Vol. 21, No. 8, pp: 6537-6546, Anno: 2025 |
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Joint Distribution Alignment via Mutual Information for Cross-Device Fault Diagnosis
Shao, Lexuan; Lu, Ningyun; Jiang, Bin; Lv, Jianhua; Simani, Silvio
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
Vol. 74, No. 1, pp: 3545811-1-3545811-11, Anno: 2025 |
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Fault Propagation Analysis for Manufacturing Process Monitoring via a Temporal Causal Modeling Algorithm
Huang, Shoujin; Lu, Ningyun; Jiang, Bin; Simani, Silvio; Du, Wei; Huang, Binda; Cao, Jie
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
Vol. 74, No. 1, pp: 3544714-1-3544714-14, Anno: 2025 |
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Feature Generating Network With Attribute-Consistency for Zero-Shot Fault Diagnosis
Shao, Lexuan; Lu, Ningyun; Jiang, Bin; Simani, Silvio
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
Vol. 20, No. 5, pp: 7787-7796, Anno: 2024 |
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Performance Evaluation of Fractional Proportional–Integral–Derivative Controllers Tuned by Heuristic Algorithms for Nonlinear Interconnected Tanks
Pazmiño, Raúl; Pavon, Wilson; Armstrong, Matthew; Simani, Silvio
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ALGORITHMS
Vol. 17, No. 7, pp: 306-1-306-20, Anno: 2024 |
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Dynamic Neural Network Architecture Design for Predicting Remaining Useful Life of Dynamic Processes
Simani, Silvio; Lam, Yat Ping; Farsoni, Saverio; Castaldi, Paolo
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JOURNAL OF DATA SCIENCE AND INTELLIGENT SYSTEMS
Vol. 2, No. 3, pp: 141-152, Anno: 2024 |
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Hybrid robust fault detection and isolation of satellite reaction wheel actuators
Abbasi Nozari, H.; Castaldi, P.; Sadati Rostami, S. J.; Simani, S.
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JOURNAL OF CONTROL AND DECISION
Vol. 11, No. 1, pp: 117-131, Anno: 2024 |
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Meta-Learning With Distributional Similarity Preference for Few-Shot Fault Diagnosis Under Varying Working Conditions
Ren, Chao; Jiang, Bin; Lu, Ningyun; Simani, Silvio; Furong, Gao
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IEEE TRANSACTIONS ON CYBERNETICS
Vol. 54, No. 5, pp: 2746-2756, Anno: 2024 |
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Optimal Hierarchical Control for Smart Grid Inverters Using Stability Margin Evaluating Transient Voltage for Photovoltaic System
Pavon, W.; Inga, E.; Simani, S.; Armstrong, M.
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ENERGIES
Vol. 16, No. 5, pp: 2450-1-2450-16, Anno: 2023 |
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Computational intelligence-based approaches to fault-tolerant and self-healing control and maintenance of dynamic systems
Witczak, M.; Puig, V.; Simani, S.
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Vol. 126, No. 1, pp: 106879-1-106879-3, Anno: 2023 |
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Neural Network Observer-Based Prescribed-Time Fault-Tolerant Tracking Control for Heterogeneous Multiagent Systems With a Leader of Unknown Disturbances
Cheng, W.; Zhang, K.; Jiang, B.; Simani, S.
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IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
Vol. 59, No. 6, pp: 9042-9053, Anno: 2023 |
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