Shichao Liu

61 papers B 1C 2Journal 38Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Physics-Constrained TD3 Algorithm for Simultaneous Virtual Inertia and Damping Control of Grid-Connected Variable Speed DFIG Wind Turbines.
IEEE Trans Autom. Sci. Eng.
Osarodion Emmanuel Egbomwan, Hicham Chaoui, Shichao Liu
2025 J jnl
Deep Reinforcement Learning-Assisted Robust Cubature Kalman Filter for Power System Dynamic State Estimation With Multi-Rate Measurements.
IEEE Trans Autom. Sci. Eng.
Haoli Gu, Shichao Liu, Bo Chen, Rusheng Wang, Li Yu, Okyay Kaynak
2025 J jnl
Neural Fictitious-Self Play-Based Cyber-Layer Defense for Frequency Control in Microgrids Against FDI Attacks.
IEEE Trans. Consumer Electron.
Yang Li, Shichao Liu, Li Zhu, Hongwei Wang
2025 J jnl
Physics-shielded deep reinforcement learning for safe energy management of microgrids with battery health consideration.
J. Frankl. Inst.
Jinlong Yang, Shuwang Du, Pengcheng Chen, Shichao Liu, Bo Chen
2025 J jnl
Relaxed Stability Criteria for Delayed Memristor-Based Neural Network Systems via a Novel Matrix-Separation Legendre Inequality.
IEEE Trans. Neural Networks Learn. Syst.
Yibo Wang, Changchun Hua, PooGyeon Park, Shichao Liu
2024 — conf
A Comparative Analysis of Perturb and Observe and Fuzzy Logic Control Methods for Maximum Power Point Tracking in Photovoltaic Systems.
CCECE
Kunal Vora, Shichao Liu, Himavarsha Dhulipati
2024 J jnl
Asynchronous deep reinforcement learning with gradient sharing for State of Charge balancing of multiple batteries in cyber-physical electric vehicles.
J. Frankl. Inst.
Pengcheng Chen, Shichao Liu, Hicham Chaoui, Bo Chen, Li Yu
2024 — conf
Deep Reinforcement Learning Based MPPT Control for Grid Connected PV System.
ICPS
Kunal Vora, Shichao Liu, Himavarsha Dhulipati
2024 J jnl
Electric Vehicle Cluster Assisted Multi-Tier Vehicular Edge Computing System: Cross-System Framework Design and Optimization.
IEEE Trans. Veh. Technol.
Yang Li, Li Zhu, Shichao Liu, Hongwei Wang, F. Richard Yu, Baigen Cai
2024 J jnl
Fast Attack Detection for Cyber-Physical Systems Using Dynamic Data Encryption.
IEEE Trans. Cybern.
Tongxiang Li, Bo Chen, Shichao Liu, Zheming Wang, Wen-An Zhang, Li Yu
2024 J jnl
Physics-Guided Multi-Agent Deep Reinforcement Learning for Robust Active Voltage Control in Electrical Distribution Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Pengcheng Chen, Shichao Liu, Xiaozhe Wang, Innocent Kamwa
2024 — conf
Physics-Informed Neural Network for Inertia Estimation of Power System with Inverter-Based Distributed Generation.
ICPS
Osarodion Emmanuel Egbomwan, Shichao Liu, Hicham Chaoui
2024 C conf
SINR-Dependent Event-Triggered based Distributed Secondary Frequency Regulation and Power Sharing with Jamming Attacks.
IECON
Pengcheng Chen, Shichao Liu, Xiaozhe Wang, Innocent Kamwa
2023 J jnl
Physics-Shielded Multi-Agent Deep Reinforcement Learning for Safe Active Voltage Control With Photovoltaic/Battery Energy Storage Systems.
IEEE Trans. Smart Grid
Pengcheng Chen, Shichao Liu, Xiaozhe Wang, Innocent Kamwa
2023 J jnl
Secure nonlinear fusion estimation for cyber-physical systems under FDI attacks.
Autom.
Pindi Weng, Bo Chen, Shichao Liu, Li Yu
2023 J jnl
Twin Delayed Deep Deterministic Policy Gradient (TD3) Based Virtual Inertia Control for Inverter-Interfacing DGs in Microgrids.
IEEE Syst. J.
Osarodion Emmanuel Egbomwan, Shichao Liu, Hicham Chaoui
2022 J jnl
Adaptive Event-Triggered Decentralized Dynamic Output Feedback Control for Load Frequency Regulation of Power Systems With Communication Delays.
IEEE Trans. Syst. Man Cybern. Syst.
Pengcheng Chen, Shichao Liu, Dan Zhang, Li Yu
2022 J jnl
Distributed Secure Estimation Against Unknown FDI Attacks and Load Deviation in Multi-Area Power Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Shiqing Weng, Pindi Weng, Bo Chen, Shichao Liu, Li Yu
2022 J jnl
Game theoretic vulnerability management for secondary frequency control of islanded microgrids against false data injection attacks.
IET Cyper-Phys. Syst.: Theory & Appl.
Shichao Liu, Qingyang Li, Bo Chen
2022 J jnl
Guest editorial: Machine learning for secure cyber-physical industrial control systems.
IET Cyper-Phys. Syst.: Theory & Appl.
Shichao Liu, Ligang Wu, José I. Leon, Bo Chen
2022 J jnl
Incomplete Information Stochastic Game Theoretic Vulnerability Management for Wide-Area Damping Control Against Cyber Attacks.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Qingyang Li, Yang Li, Shichao Liu, Xiaozhe Wang, Hicham Chaoui
2022 J jnl
Multi-Agent Reinforcement Learning for Decentralized Resilient Secondary Control of Energy Storage Systems Against DoS Attacks.
IEEE Trans. Smart Grid
Pengcheng Chen, Shichao Liu, Bo Chen, Li Yu
2022 — conf
Power Delivery Capability Improvement of Voltage Source Converters in Weak Power Grid Using Deep Reinforcement Learning with Continuous Action.
ISIE
Osarodion Emmanuel Egbomwan, Hicham Chaoui, Shichao Liu
2022 J jnl
Resilient Distributed Fuzzy Load Frequency Regulation for Power Systems Under Cross-Layer Random Denial-of-Service Attacks.
IEEE Trans. Cybern.
Zhijian Hu, Shichao Liu, Wensheng Luo, Ligang Wu
2022 — conf
Vulnerability Assessment of Machine Learning Based Short-Term Residential Load Forecast against Cyber Attacks on Smart Meters.
SmartGridComm
Alanoud Alrasheedi, Osarodion Emmanuel Egbomwan, Shichao Liu, Nowayer Alrashidi
2021 J jnl
A Cross-Layer Defense Scheme for Edge Intelligence-Enabled CBTC Systems Against MitM Attacks.
IEEE Trans. Intell. Transp. Syst.
Yang Li, Li Zhu, Hongwei Wang, F. Richard Yu, Shichao Liu
2021 — conf
A Q-Learning Based Dynamic Event-Triggered Control for Load Frequency Regulation of Power Systems with Denial-of-Service Attacks.
ISIE
Pengcheng Chen, Shichao Liu, Dan Zhang
2021 — conf
A Reinforcement Learning Based Model-Free Wide-Area Damping Control under Random PMU Time Delays.
ISIE
Qingyang Li, Shichao Liu, Hicham Chaoui
2021 — conf
A Reinforcement Learning based Energy Management System for a PV and Battery Connected Microgrid System.
ISIE
Rahul Kosuru, Shichao Liu, Hicham Chaoui
2021 J jnl
Distributed Data-Driven Intrusion Detection for Sparse Stealthy FDI Attacks in Smart Grids.
IEEE Trans. Circuits Syst. II Express Briefs
Jiayu Shi, Shichao Liu, Bo Chen, Li Yu
2021 — conf
Experimental study on the stress and magnetic behavior of non-ferromagnetic materials in weak magnetic field.
ISIE
Yiqi Yan, Shichao Liu, Chunsheng Yang, Runqiao Yu, Qiangqiang Cheng
2021 J jnl
Intrusion-Detector-Dependent Distributed Economic Model Predictive Control for Load Frequency Regulation With PEVs Under Cyber Attacks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhijian Hu, Shichao Liu, Wensheng Luo, Ligang Wu
2021 J jnl
Markov Game for Securing Wide-Area Damping Control Against False Data Injection Attacks.
IEEE Syst. J.
Shichao Liu, Ilias Zenelis, Yang Li, Xiaozhe Wang, Qingyang Li, Li Zhu
2021 — conf
Non-Intrusive Load Monitoring based Demand Prediction for Smart Meter Attack Detection.
ICCAIS
Nahal Iliaee, Shichao Liu, Wei Shi
2021 — conf
Secure Intermediate-Variable-Based Estimation for Multi-Area Power Systems under FDI Attacks.
ICCAIS
Shiqing Weng, Jing Zhou, Bo Chen, Shichao Liu
2020 — conf
A Moving Target Approach for Securing Secondary Frequency Control in Microgrids.
CCECE
Shichao Liu, Rahul Kosuru, Chuma Francis Mugombozi
2020 J jnl
A New Deformation Model of Brain Tissues for Neurosurgical Simulation.
IEEE Trans. Instrum. Meas.
Wenguo Hou, Peter X. Liu, Minhua Zheng, Shichao Liu
2020 J jnl
Co-Design of Distributed Model-Based Control and Event-Triggering Scheme for Load Frequency Regulation in Smart Grids.
IEEE Trans. Syst. Man Cybern. Syst.
Shichao Liu, Wensheng Luo, Ligang Wu
2020 J jnl
Intrusion-Detector-Dependent Frequency Regulation for Microgrids Under Denial-of-Service Attacks.
IEEE Syst. J.
Shichao Liu, Pierluigi Siano, Xiaoyu Wang
2020 J jnl
Model-Based Secure Load Frequency Control of Smart Grids Against Data Integrity Attack.
IEEE Access
Hui Yang, Shichao Liu, Chao Fang
2019 — conf
Analysis of Frequency Control in Microgrids with Multiple Phasor Measurement Unit Delays.
MSCPES@CPSIoTWeek
Shichao Liu, Xiaoyu Wang
2019 — conf
Extended Modulus Optimum Method for Off-Grid Inverter's Voltage Control System.
CCECE
Nikolay Radimov, Shichao Liu, Xiaoyu Wang
2019 J jnl
Stochastic Stability Analysis and Control of Secondary Frequency Regulation for Islanded Microgrids Under Random Denial of Service Attacks.
IEEE Trans. Ind. Informatics
Shichao Liu, Zhijian Hu, Xiaoyu Wang, Ligang Wu
2018 J jnl
Distributed Load Sharing of an Inverter-Based Microgrid With Reduced Communication.
IEEE Trans. Smart Grid
Wenchao Meng, Xiaoyu Wang, Shichao Liu
2018 J jnl
Distributed Model-Based Control and Scheduling for Load Frequency Regulation of Smart Grids Over Limited Bandwidth Networks.
IEEE Trans. Ind. Informatics
Shichao Liu, Peter Xiaoping Liu
2018 J jnl
Interfacing Power System and ICT Simulators: Challenges, State-of-the-Art, and Case Studies.
IEEE Trans. Smart Grid
IEEE Task Force on Interfacing Techniques for Simulation Tools, Sven Christian Müller, Hanno Georg, James J. Nutaro, Edmund Widl, Yi Deng, Peter Palensky, Muhammad Usman Awais, Moustafa Chenine, Markus Küch, Matthias Stifter, Hua Lin, Sandeep K. Shukla, Christian Wietfeld, Christian Rehtanz, Christian Dufour, Xiaoyu Wang, Venkata Dinavahi, M. Omar Faruque, Wenchao Meng, Shichao Liu, Antonello Monti, Ming Ni, Ali Davoudi, Ali Mehrizi-Sani
2017 J jnl
A Stochastic Stability Enhancement Method of Grid-Connected Distributed Energy Storage Systems.
IEEE Trans. Smart Grid
Shichao Liu, Xiaoyu Wang, Peter Xiaoping Liu
2017 J jnl
Adaptive Neural Synchronization Control for Bilateral Teleoperation Systems With Time Delay and Backlash-Like Hysteresis.
IEEE Trans. Cybern.
Huanqing Wang, Peter Xiaoping Liu, Shichao Liu
2017 B conf
Investigations of distribution system scheduling with photovoltaic power and load variations.
SMC
Shichao Liu, Haikuo Shen, Huanqing Wang, Peter Xiaoping Liu
2016 C conf
Effects of cyber attacks on islanded microgrid frequency control.
CSCWD
Shichao Liu, Peter X. Liu, Xiaoyu Wang
2016 — conf
H∞ control of networked control systems with stochastic measurement losses.
ICIA
Shichao Liu, Peter Xiaoping Liu, Xiaoyu Wang
2016 J jnl
Stability Analysis of Grid-Interfacing Inverter Control in Distribution Systems With Multiple Photovoltaic-Based Distributed Generators.
IEEE Trans. Ind. Electron.
Shichao Liu, Peter Xiaoping Liu, Xiaoyu Wang
2016 J jnl
Stochastic Small-Signal Stability Analysis of Grid-Connected Photovoltaic Systems.
IEEE Trans. Ind. Electron.
Shichao Liu, Peter Xiaoping Liu, Xiaoyu Wang
2015 — conf
A new criterion for GCB open-phase protection in large pumped storage units.
CCECE
Heting Li, Lin Gui, Jun Chen, Rufei He, Shichao Liu, Xiaoyu Wang
2015 — conf
Impact assessment of electric vehicle charging on hydro Ottawa distribution networks at neighborhood levels.
CCECE
Jian Xiong, Di Wu, Haibo Zeng, Shichao Liu, Xiaoyu Wang
2015 J jnl
Impact of Communication Delays on Secondary Frequency Control in an Islanded Microgrid.
IEEE Trans. Ind. Electron.
Shichao Liu, Xiaoyu Wang, Peter Xiaoping Liu
2015 J jnl
Modeling and Stability Analysis of Automatic Generation Control Over Cognitive Radio Networks in Smart Grids.
IEEE Trans. Syst. Man Cybern. Syst.
Shichao Liu, Peter Xiaoping Liu, Abdulmotaleb El Saddik
2014 J jnl
A stochastic game approach to the security issue of networked control systems under jamming attacks.
J. Frankl. Inst.
Shichao Liu, Peter X. Liu, Abdulmotaleb El Saddik
2013 — conf
A Stochastic Security Game for Kalman Filtering in Networked Control Systems under Denial of Service (DoS) Attacks.
ICONS
Shichao Liu, Peter X. Liu, Abdulmotaleb El Saddik
2013 — conf
Denial-of-Service (dos) attacks on load frequency control in smart grids.
ISGT
Shichao Liu, Xiaoping P. Liu, Abdulmotaleb El Saddik
2011 — conf
Modeling and dynamic gain scheduling for networked systems with bounded packet losses.
M&N
Shichao Liu, Xiaoping P. Liu, Abdulmotaleb El Saddik