ISRI > Team > PHM(Prognostics and Health Management)

  

PHM(Prognostics and Health Management)

Team Leader: Seung Lee
Contact: Seung Lee (leeseung72@gmail.com)


Mailing address:
Intelligent System Research Institute (ISRI)
Research Complex 2, 6th floor, Building C, Natural Sciences Campus, Sungkyunkwan University,
2066, Seobu-ro, Jangan-gu, Suwon-si,
Gyeonggi-do 440-746, South Korea
 
Team Description
 
• Implement IoT module and Server monitoring vehicle¡¯s states in real time.
• Implement Algorithm, based on Machine Learning method and Probability Models, can estimate states of vehicle¡¯s low level system, life time, anomaly and cause of them.
• For example, we implement LSTM Neural Network structure to predict battery State of Charge, Remain Useful Lifetime and anomaly.
Furthermore EPS(Electric Power Steering), PTO(Power Take Off), Air conditioning, Brake and MCU(Motor Control Unit) are included targets of our PHM system.
 
Personnel
 
 NameTitleEmail Address
 Namhui LeePhD Studentnamsseng@nate.com
 Taejun BakMaster Studentptjvv@skku.edu
 
Current Projects
 
 
Recent publications
 


Copyright 2007 Intelligent Systems Research Institute in Sungkyunkwan University. All right reserved. Sungkyunkwan University,

300 Cheoncheon-dong, jangan-gu, Suwon, Gyeonggi-do, 440-746, Korea

TEL : +82-31-299-6471 / FAX : +82-31-299-6479 / E-mail : navvis@skku.edu