Project Files
A new support vector machine based method for power transformer fault diagnosis
Conference/Workshop
Aluminum structure crack length estimation and prediction
Conference/Workshop
Aluminum structure crack length estimation and prediction
Event
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Conference/Workshop
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Conference/Workshop
Safety, Security, and Reliability of Autonomous Vehicles
Conference/Workshop
Doctoral Recruitment Scholarships
Award
Doctoral Recruitment Scholarships
Award
Early Career Researcher
Award
Investigation of gear dynamic characteristics under stochastic external excitations
Award
Scholarship
Award
Scholarship
Award
Virtual Rotating Speed Meter: Extracting Machinery Rotating Speed from Vibration Signals Based on Deep Learning and Transfer Learning
Award
A Novel Seven-Level Hybrid-Clamped (HC) Topology for Medium Voltage Motor Drives
Scholarly Refereed Journal
A Wind Farm Control Strategy Considering Reliability and Energy Yield
Scholarly Refereed Journal
A deep bi-directional long short-term memory model for automatic rotating speed extraction from raw vibration signals
Scholarly Refereed Journal
A dependence-based feature vector and its application on planetary gearbox fault classification
Scholarly Refereed Journal
A fault diagnosis method for planetary gearboxes under non-stationary working conditions using improved Vold-Kalman filter and multi-scale sample entropy
Scholarly Refereed Journal
A method for the fault diagnosis of power transformers based on support vector machine
Conference Proceedings
A multi-state k-out-of-n:F balanced system with a rebalancing mechanism.
Conference Proceedings
A new strategy for rotating machinery fault diagnosis under varying speed conditions based on deep neural networks and order tracking
Conference Proceedings
A new support vector machine based intelligent method for power transformer fault diagnosis
Scholarly Refereed Journal
A new support vector machine based method for power transformer fault diagnosis
Scholarly Refereed Journal
A numerical method for wind farm condition-based maintenance policy assessment
Conference Proceedings
Adaptive Mode Decomposition Methods and Their Applications in Signal Analysis for Machinery Fault Diagnosis: A Review with Examples
Scholarly Refereed Journal
An Active Capacitor Voltage Balancing Method for Seven Level Hybrid Clamped (7L-HC) Converter in Motor Drives
Scholarly Refereed Journal
An enhanced morphology gradient product filter for bearing fault detection
Scholarly Refereed Journal
An integrated approach for wind turbine gearbox fatigue life prediction considering instantaneously varying load conditions
Scholarly Refereed Journal
An integrated approach for wind turbine gearbox fatigue life prediction considering instantaneously varying load conditions
Scholarly Refereed Journal
Analysis and stability investigations of a dc power grid with dynamic loads
Scholarly Refereed Journal
Augmented Design of DC/DC Modular Multilevel Converter Improving Efficiency and Reducing Number of SMs
Scholarly Refereed Journal
Copula-based time-frequency distribution analysis for planetary gearbox fault detection
Conference Proceedings
Development of crack induced impulse-based condition indicators for early tooth crack severity assessment
Scholarly Refereed Journal
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Invited/Keynote
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Invited/Keynote
Dynamic analysis and improved control design of a grid-connected converter with flexible multi-sequence reactive current injection
Conference Proceedings
Dynamic model of a planetary gearbox considering sun gear crack with effects of clearance for carrier, planet, and sun gear bearings
Conference Proceedings
Dynamic modeling of a planetary gear system with sun gear crack under gravity and carrier-ring clearance
Conference Proceedings
Dynamic modeling of a planetary gearbox with sun gear crack and bearing clearance
Conference Proceedings
Dynamic modeling of gearbox faults: A review
Scholarly Refereed Journal
Dynamics Based Vibration Signal Modeling for Tooth Fault Diagnosis of Planetary Gearboxes
Book Chapter
Dynamics of a Spur Gear Pair under Stochastic Internal and External Excitations
PhD Thesis
Effect of sliding friction on transient characteristics of a gear transmission under random loading
Conference Proceedings
Effects of friction and stochastic load on transient characteristics of a spur gear pair
Scholarly Refereed Journal
Efficient analytical method to obtain the responses of a gear model with stochastic load and stochastic friction
Conference Proceedings
Efficient analytical method to obtain the responses of a gear model with stochastic load and stochastic friction
Conference Proceedings
Fault-Tolerant Operation of the DC/DC Modular Multilevel Converter Under Submodule Failure
Scholarly Refereed Journal
Formulation of a wind farm control strategy considering lifetime of DC‐link capacitor bank of type IV wind turbines
Scholarly Refereed Journal
Hybrid Deep Learning-Based Model for Wind Speed Forecasting Based on DWPT and Bidirectional LSTM Network
Scholarly Refereed Journal
Induction Motor Stator Current AM-FM Model and Demodulation Analysis for Planetary Gearbox Fault Diagnosis
Scholarly Refereed Journal
Integrated prognosis for wind turbine gearbox condition-based maintenance considering time-varying load and crack initiation time uncertainty
Scholarly Refereed Journal
Investigation and assessment of stabilization solutions for dc microgrid with dynamic loads
Scholarly Refereed Journal
Investigation and assessment of stabilization solutions for dc microgrid with dynamic loads
Scholarly Refereed Journal
Investigation and enhancement of stability in grid-connected active DC distribution systems with high penetration level of dynamic loads
Scholarly Refereed Journal
Investigation and enhancement of stability in grid-connected active DC distribution systems with high penetration level of dynamic loads
Scholarly Refereed Journal
Investigation and enhancement of stability in grid-connected converter-based distributed generation units with dynamic loads
Scholarly Refereed Journal
Investigation of Gear Dynamic Characteristics under Stochastic External Excitations
Conference Proceedings
Investigation of impacts of wind source dynamics and stability options in dc power systems with wind energy conversion systems
Scholarly Refereed Journal
Investigation of the relationship between gear crack levels and impulse parameters using dynamic modeling
Conference Proceedings
Investigation of wind-energy-based source dynamics and stability options in DC grids
Scholarly Refereed Journal
Machine Learning for PHM and Reliability
Invited/Keynote
Machine-Learning for PHM and Reliability Assurance
Invited/Keynote
Mechanical Stress Comparison of PMSG Wind Turbine LVRT Methods
Scholarly Refereed Journal
Mobile Energy Storage Sizing and Allocation for Multi-Services in Power Distribution Systems
Scholarly Refereed Journal
Modeling, Dynamic Analysis, and Stabilization of Active DC Distribution Systems
PhD Thesis
Normalization of gearbox vibration signal for tooth crack diagnosis under variable speed conditions
Scholarly Refereed Journal
Normalization of gearbox vibration signal for tracking tooth crack severity progression under time-varying operating conditions
Conference Proceedings
Operation Limits of the Hybrid DC/DC Modular Multilevel Converter for HVDC Grids Connections
Scholarly Refereed Journal
Optimizing wind farm layout by addressing energy-variance trade-off: A single-objective optimization approach.
Scholarly Refereed Journal
Planetary gearbox dynamic modeling considering bearing clearance and sun gear tooth crack
Scholarly Refereed Journal
Prognostics of rolling element bearings with the combination of Paris law and reliability method
Conference Proceedings
Reliability and Quality Management In Stochastic Systems
Book Chapter
Reliability, PHM, and Challenges
Invited/Keynote
Reliability, PHM, and Machine Learning
Invited/Keynote
Risk-based pipeline re-assessment optimization considering corrosion defects
Scholarly Refereed Journal
Series: Lecture Notes in Mechanical Engineering
Book Chapter
Seven Level Hybrid Clamped (7L-HC) Converter in Medium Voltage Wind Energy Conversion Systems
Conference Proceedings
Sparse time series modeling of the baseline vibration from a gearbox under time-varying speed condition
Scholarly Refereed Journal
Spectral negentropy based sidebands and demodulation analysis for planet bearing fault diagnosis
Scholarly Refereed Journal
Structure fatigue crack length estimation and prediction using ultrasonic wave data based on ensemble linear regression and Paris’s law
Scholarly Refereed Journal
Sub-synchronous Resonance Oscillations in Wind Farms – An Overview Study of Mechanisms and Damping Methods
Scholarly Refereed Journal
Three new models for evaluation of standard involute spur gear mesh stiffness
Scholarly Refereed Journal
Time series modeling of vibration signals from a gearbox under varying speed and load condition
Conference Proceedings
Vibration Signal Analysis for Planetary Gearbox Fault Diagnosis
PhD Thesis
Virtual rotating speed meter: Extracting machinery rotating speed from vibration signals based on deep learning and transfer learning
Conference Proceedings
Wind farm predictive maintenance considering component level repairs and economic dependency
Scholarly Refereed Journal
Wind power system reliability and maintenance optimization considering turbine and wind uncertainty
Scholarly Refereed Journal
Wind power system reliability modeling considering turbine and wind uncertainty
Conference Proceedings
Wind turbine power output estimation with probabilistic power curves
Conference Proceedings