Publications – Intelligent Power Electronics and Electric Machine Laboratory

Adaptive control Attack Impact Analysis Battery management systems converter Coverter Current control cyber attacks cyber security cyber-physical security Cyber-physical system Cyber-physical system;smart grid data integrity attack electric vehicles Energy energy disaggregation machine learning MCSRM motor drives MPC optimization passive decoupling PV farm PV systems Security sensorless control SRM SRM;MPC; switch reluctant motor drive TSF Vehicle powertrain systems 
Show all

                    
                        Journal Articles
                    
                
2. Fangyu Li; Qi Li; Jinan Zhang; Jiabao Kou; Jin Ye; WenZhan Song; Alan Homer Mantooth
Detection and Diagnosis of Data Integrity Attacks in Solar Farms Based on Multi-layer Long Short-Term Memory Network Journal Article 
IEEE Transactions on Power Electronics, 2020.
Links | BibTeX | Tags: data integrity attack, deep learning, machine learning, smart grids, solar inverter
@article{li2020detection,

title = {Detection and Diagnosis of Data Integrity Attacks in Solar Farms Based on Multi-layer Long Short-Term Memory Network},

author = {Fangyu Li and Qi Li and Jinan Zhang and Jiabao Kou and Jin Ye and WenZhan Song and Alan Homer Mantooth},

url = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9171597},

doi = {10.1109/TPEL.2020.3017935},

year  = {2020},

date = {2020-08-15},

journal = {IEEE Transactions on Power Electronics},

keywords = {data integrity attack, deep learning, machine learning, smart grids, solar inverter},

pubstate = {published},

tppubtype = {article}

}

Close
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9171597
doi:10.1109/TPEL.2020.3017935
Close

                    
                        Conferences
                    
                
1. Jinan Zhang; Qi Li; Jin Ye; Lulu Guo
Cyber-physical security framework for Photovoltaic Farms Conference 
IEEE international workshop on cybersecurity of power electronics systems 2020.
Links | BibTeX | Tags: Attack Impact Analysis, data integrity attack, Data-driven Detection, PMU, PV farm
@conference{zhang2020cyber,

title = {Cyber-physical security framework for Photovoltaic Farms},

author = {Jinan Zhang and Qi Li and Jin Ye and Lulu Guo},

doi = {10.1109/CyberPELS49534.2020.9311533},

year  = {2020},

date = {2020-10-13},

organization = {IEEE international workshop on cybersecurity of power electronics systems},

keywords = {Attack Impact Analysis, data integrity attack, Data-driven Detection, PMU, PV farm},

pubstate = {published},

tppubtype = {conference}

}

Close
doi:10.1109/CyberPELS49534.2020.9311533
Close