Shichao Liu

Orcid: 0000-0002-3163-161X

Affiliations:
  • Carleton University, Ottawa, ON, Canada


According to our database1, Shichao Liu authored at least 51 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Fast Attack Detection for Cyber-Physical Systems Using Dynamic Data Encryption.
IEEE Trans. Cybern., May, 2024

Physics-Guided Multi-Agent Deep Reinforcement Learning for Robust Active Voltage Control in Electrical Distribution Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., February, 2024

Asynchronous deep reinforcement learning with gradient sharing for State of Charge balancing of multiple batteries in cyber-physical electric vehicles.
J. Frankl. Inst., 2024

2023
Physics-Shielded Multi-Agent Deep Reinforcement Learning for Safe Active Voltage Control With Photovoltaic/Battery Energy Storage Systems.
IEEE Trans. Smart Grid, July, 2023

Twin Delayed Deep Deterministic Policy Gradient (TD3) Based Virtual Inertia Control for Inverter-Interfacing DGs in Microgrids.
IEEE Syst. J., June, 2023

Secure nonlinear fusion estimation for cyber-physical systems under FDI attacks.
Autom., February, 2023

2022
Adaptive Event-Triggered Decentralized Dynamic Output Feedback Control for Load Frequency Regulation of Power Systems With Communication Delays.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Multi-Agent Reinforcement Learning for Decentralized Resilient Secondary Control of Energy Storage Systems Against DoS Attacks.
IEEE Trans. Smart Grid, 2022

Resilient Distributed Fuzzy Load Frequency Regulation for Power Systems Under Cross-Layer Random Denial-of-Service Attacks.
IEEE Trans. Cybern., 2022

Distributed Secure Estimation Against Unknown FDI Attacks and Load Deviation in Multi-Area Power Systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Guest editorial: Machine learning for secure cyber-physical industrial control systems.
IET Cyper-Phys. Syst.: Theory & Appl., 2022

Game theoretic vulnerability management for secondary frequency control of islanded microgrids against false data injection attacks.
IET Cyper-Phys. Syst.: Theory & Appl., 2022

Incomplete Information Stochastic Game Theoretic Vulnerability Management for Wide-Area Damping Control Against Cyber Attacks.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Vulnerability Assessment of Machine Learning Based Short-Term Residential Load Forecast against Cyber Attacks on Smart Meters.
Proceedings of the IEEE International Conference on Communications, 2022

Power Delivery Capability Improvement of Voltage Source Converters in Weak Power Grid Using Deep Reinforcement Learning with Continuous Action.
Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022

2021
A Cross-Layer Defense Scheme for Edge Intelligence-Enabled CBTC Systems Against MitM Attacks.
IEEE Trans. Intell. Transp. Syst., 2021

Distributed Data-Driven Intrusion Detection for Sparse Stealthy FDI Attacks in Smart Grids.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Intrusion-Detector-Dependent Distributed Economic Model Predictive Control for Load Frequency Regulation With PEVs Under Cyber Attacks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Markov Game for Securing Wide-Area Damping Control Against False Data Injection Attacks.
IEEE Syst. J., 2021

Experimental study on the stress and magnetic behavior of non-ferromagnetic materials in weak magnetic field.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

A Reinforcement Learning Based Model-Free Wide-Area Damping Control under Random PMU Time Delays.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

A Reinforcement Learning based Energy Management System for a PV and Battery Connected Microgrid System.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

A Q-Learning Based Dynamic Event-Triggered Control for Load Frequency Regulation of Power Systems with Denial-of-Service Attacks.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Secure Intermediate-Variable-Based Estimation for Multi-Area Power Systems under FDI Attacks.
Proceedings of the 2021 International Conference on Control, 2021

Non-Intrusive Load Monitoring based Demand Prediction for Smart Meter Attack Detection.
Proceedings of the 2021 International Conference on Control, 2021

2020
Co-Design of Distributed Model-Based Control and Event-Triggering Scheme for Load Frequency Regulation in Smart Grids.
IEEE Trans. Syst. Man Cybern. Syst., 2020

A New Deformation Model of Brain Tissues for Neurosurgical Simulation.
IEEE Trans. Instrum. Meas., 2020

Intrusion-Detector-Dependent Frequency Regulation for Microgrids Under Denial-of-Service Attacks.
IEEE Syst. J., 2020

Model-Based Secure Load Frequency Control of Smart Grids Against Data Integrity Attack.
IEEE Access, 2020

A Moving Target Approach for Securing Secondary Frequency Control in Microgrids.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

2019
Stochastic Stability Analysis and Control of Secondary Frequency Regulation for Islanded Microgrids Under Random Denial of Service Attacks.
IEEE Trans. Ind. Informatics, 2019

Analysis of Frequency Control in Microgrids with Multiple Phasor Measurement Unit Delays.
Proceedings of the 7th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, 2019

Extended Modulus Optimum Method for Off-Grid Inverter's Voltage Control System.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

2018
Interfacing Power System and ICT Simulators: Challenges, State-of-the-Art, and Case Studies.
IEEE Trans. Smart Grid, 2018

Distributed Load Sharing of an Inverter-Based Microgrid With Reduced Communication.
IEEE Trans. Smart Grid, 2018

Distributed Model-Based Control and Scheduling for Load Frequency Regulation of Smart Grids Over Limited Bandwidth Networks.
IEEE Trans. Ind. Informatics, 2018

2017
A Stochastic Stability Enhancement Method of Grid-Connected Distributed Energy Storage Systems.
IEEE Trans. Smart Grid, 2017

Adaptive Neural Synchronization Control for Bilateral Teleoperation Systems With Time Delay and Backlash-Like Hysteresis.
IEEE Trans. Cybern., 2017

Investigations of distribution system scheduling with photovoltaic power and load variations.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016
Stability Analysis of Grid-Interfacing Inverter Control in Distribution Systems With Multiple Photovoltaic-Based Distributed Generators.
IEEE Trans. Ind. Electron., 2016

Stochastic Small-Signal Stability Analysis of Grid-Connected Photovoltaic Systems.
IEEE Trans. Ind. Electron., 2016

H∞ control of networked control systems with stochastic measurement losses.
Proceedings of the IEEE International Conference on Information and Automation, 2016

Effects of cyber attacks on islanded microgrid frequency control.
Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

2015
Modeling and Stability Analysis of Automatic Generation Control Over Cognitive Radio Networks in Smart Grids.
IEEE Trans. Syst. Man Cybern. Syst., 2015

Impact of Communication Delays on Secondary Frequency Control in an Islanded Microgrid.
IEEE Trans. Ind. Electron., 2015

Impact assessment of electric vehicle charging on hydro Ottawa distribution networks at neighborhood levels.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

A new criterion for GCB open-phase protection in large pumped storage units.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014
A stochastic game approach to the security issue of networked control systems under jamming attacks.
J. Frankl. Inst., 2014

2013
Denial-of-Service (dos) attacks on load frequency control in smart grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

A Stochastic Security Game for Kalman Filtering in Networked Control Systems under Denial of Service (DoS) Attacks.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

2011
Modeling and dynamic gain scheduling for networked systems with bounded packet losses.
Proceedings of the IEEE International Workshop on Measurement and Networking, 2011


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