Publications, Activities, and Awards

  • A method for the fault diagnosis of power transformers based on support vector machine
  • A new support vector machine based intelligent method for power transformer fault diagnosis
  • A new support vector machine based method for power transformer fault diagnosis
  • A new support vector machine based method for power transformer fault diagnosis
  • A numerical method for wind farm condition-based maintenance policy assessment
  • An integrated approach for wind turbine gearbox fatigue life prediction considering instantaneously varying load conditions
  • An integrated approach for wind turbine gearbox fatigue life prediction considering instantaneously varying load conditions
  • Development of crack induced impulse-based condition indicators for early tooth crack severity assessment
  • Dynamic model of a planetary gearbox considering sun gear crack with effects of clearance for carrier, planet, and sun gear bearings
  • Dynamic modeling of a planetary gearbox with sun gear crack and bearing clearance
  • Integrated prognosis for wind turbine gearbox condition-based maintenance considering time-varying load and crack initiation time uncertainty
  • Investigation of the relationship between gear crack levels and impulse parameters using dynamic modeling
  • Normalization of gearbox vibration signal for tooth crack diagnosis under variable speed conditions
  • Normalization of gearbox vibration signal for tracking tooth crack severity progression under time-varying operating conditions
  • Planetary gearbox dynamic modeling considering bearing clearance and sun gear tooth crack
  • Risk-based pipeline re-assessment optimization considering corrosion defects
  • Tooth crack severity assessment in the early stage of crack propagation using gearbox dynamic model
  • Wind farm predictive maintenance considering component level repairs and economic dependency
  • Wind power system reliability and maintenance optimization considering turbine and wind uncertainty
  • Wind power system reliability modeling considering turbine and wind uncertainty
  • Wind turbine power output estimation with probabilistic power curves