Publications – Intelligent Power Electronics and Electric Machine Laboratory

Adaptive control Battery management systems converter Current control cyber security cyber-physical security Cyber-physical system Cyber-physical system;smart grid data integrity attack electric vehicles Energy fault fault diagnosis IoT machine learning MCSRM motor drives Numerical method optimization position sensorless control PV farm PV systems rotor position determination rotor position estimation Security social welfare SRM switch reluctant motor drive torque estimation TSF 
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
1. Fangyu Li; Aditya Shinde; Yang Shi; Jin Ye; Xiang-Yang Li; Wenzhan Song
System statistics learning-based IoT security: feasibility and suitability Journal Article 
IEEE Internet of Things Journal, 2019.
Links | BibTeX | Tags: IoT, machine learning, Security
@article{fangyu19system,

title = {System statistics learning-based IoT security: feasibility and suitability},

author = {Fangyu Li and Aditya Shinde and Yang Shi and Jin Ye and Xiang-Yang Li and Wenzhan Song},

url = {http://intelligentpower.engr.uga.edu/wp-content/uploads/2019/10/fangyu2019system.pdf},

year  = {2019},

date = {2019-09-28},

journal = {IEEE Internet of Things Journal},

keywords = {IoT, machine learning, Security},

pubstate = {published},

tppubtype = {article}

}

Close
http://intelligentpower.engr.uga.edu/wp-content/uploads/2019/10/fangyu2019system[...]
Close