Project Files
Alberta Innovates Graduate Student Scholarship
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Best Oral Presentation Award
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Doctoral Recruitment Scholarships
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Doctoral Recruitment Scholarships
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Early Career Researcher
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Scholarship
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Scholarship
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Virtual Rotating Speed Meter: Extracting Machinery Rotating Speed from Vibration Signals Based on Deep Learning and Transfer Learning
Award
A New Power Converter for Current Source Converter-Based Wind Energy System
Peer-Reviewed Journal Article
A Novel Model-Free Deep Reinforcement Learning Framework for Energy Management of a PV Integrated Energy Hub
Peer-Reviewed Journal Article
A Novel Seven-Level Hybrid-Clamped (HC) Topology for Medium Voltage Motor Drives
Peer-Reviewed Journal Article
A Wind Farm Control Strategy Based on Energy Yield
Article in professional or trade journals
A Wind Farm Control Strategy Considering Reliability and Energy Yield
Peer-Reviewed Journal Article
A deep bi-directional long short-term memory model for automatic rotating speed extraction from raw vibration signals
Peer-Reviewed Journal Article
A dependence-based feature vector and its application on planetary gearbox fault classification
Peer-Reviewed Journal Article
A fault diagnosis method for planetary gearboxes under non-stationary working conditions using improved Vold-Kalman filter and multi-scale sample entropy
Peer-Reviewed Journal Article
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
Peer-Reviewed Journal Article
A new support vector machine based method for power transformer fault diagnosis
Peer-Reviewed Journal Article
A new support vector machine based method for power transformer fault diagnosis
Conference/Symposium/Workshop Contribution
A numerical method for wind farm condition-based maintenance policy assessment
Conference Proceedings
A real-time probabilistic risk assessment method for petrochemical industries based on data monitoring
Peer-Reviewed Journal Article
A semi-supervised GAN method for RUL prediction using failure and suspension histories
Peer-Reviewed Journal Article
A speed normalized autoencoder for rotating machinery fault detection under varying speed conditions
Peer-Reviewed Journal Article
A transferable neural network method for remaining useful life prediction
Peer-Reviewed Journal Article
Active Damping of VSC-MTDC Grid Equipped with Interline Power Flow Controller
Peer-Reviewed Journal Article
Adaptive Mode Decomposition Methods and Their Applications in Signal Analysis for Machinery Fault Diagnosis: A Review with Examples
Peer-Reviewed Journal Article
Aluminum structure crack length estimation and prediction
Other Event
Aluminum structure crack length estimation and prediction
Conference/Symposium/Workshop Contribution
An Active Capacitor Voltage Balancing Method for Seven Level Hybrid Clamped (7L-HC) Converter in Motor Drives
Peer-Reviewed Journal Article
An enhanced morphology gradient product filter for bearing fault detection
Peer-Reviewed Journal Article
An integrated approach for wind turbine gearbox fatigue life prediction considering instantaneously varying load conditions
Peer-Reviewed Journal Article
An integrated approach for wind turbine gearbox fatigue life prediction considering instantaneously varying load conditions
Peer-Reviewed Journal Article
An integrated method with a new interaction rule for the reliability assessment of steel pipeline with multiple corrosion defects
Peer-Reviewed Journal Article
Analysis and stability investigations of a dc power grid with dynamic loads
Peer-Reviewed Journal Article
Analysis of spur gearbox dynamics considering tooth lubrication and tooth crack severity progression
Peer-Reviewed Journal Article
Analysis of the unsymmetrical operation of the DC/DC MMC considering the DC-link impedance
Peer-Reviewed Journal Article
Analysis of vibration signals and detection for multiple tooth cracks in spur gearboxes
Peer-Reviewed Journal Article
Assessment and Mitigation of DC Breaker Impacts on VSC-MTDC Grid Equipped with Power Flow Controller
Peer-Reviewed Journal Article
Augmented Design of DC/DC Modular Multilevel Converter Improving Efficiency and Reducing Number of SMs
Peer-Reviewed Journal Article
Bearing fault diagnosis based on flexible analytical wavelet transform and fuzzy entropy approach
Conference Proceedings
Common-Mode Voltage Reduction for Back-to-Back Two-Level Converters Based on Zero-Sequence Voltage Injection
Peer-Reviewed Journal Article
Copula-based time-frequency distribution analysis for planetary gearbox fault detection
Conference Proceedings
Deep Reinforcement Learning-Based Self-Scheduling Strategy for a CAES-PV System Using Accurate Sky Images-Based Forecasting
Peer-Reviewed Journal Article
Deep Spatial-Temporal 2-D CNN -BLSTM Model for Ultrashort-Term LiDAR-Assisted Wind Turbine's Power and Fatigue Load Forecasting
Peer-Reviewed Journal Article
Development of crack induced impulse-based condition indicators for early tooth crack severity assessment
Peer-Reviewed Journal Article
Distributed Battery Energy Storage Co-Operation for Renewable Energy Sources Integration
Peer-Reviewed Journal Article
Dynamic Model of a Planetary Gearbox considering Sun Gear Crack with Effects of Clearance for Carrier, Planet and Sun Gear Bearings
Master Thesis
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Conference/Symposium/Workshop Contribution
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Conference/Symposium/Workshop Contribution
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Conference/Symposium/Workshop Contribution
Dynamic Simulation of Gearbox Operation for Prognosis and Health Management
Conference/Symposium/Workshop Contribution
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
Peer-Reviewed Journal Article
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
Doctoral Thesis/Dissertation
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
Peer-Reviewed Journal Article
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
Electromechanical Performance Comparison of Low-voltage Ride-through Methods for Variable Speed Wind Turbines
Master Thesis
Failure analysis of corroded high-strength pipeline subject to hydrogen damage based on FEM and GA-BP neural network
Peer-Reviewed Journal Article
Fault-Tolerant Operation of the DC/DC Modular Multilevel Converter Under Submodule Failure
Peer-Reviewed Journal Article
Fault-induced impulse evaluation for planetary gearbox tooth crack severity assessment under different loading conditions
Conference Proceedings
Formulation of a wind farm control strategy considering lifetime of DC‐link capacitor bank of type IV wind turbines
Peer-Reviewed Journal Article
Hybrid Deep Learning-Based Model for Wind Speed Forecasting Based on DWPT and Bidirectional LSTM Network
Peer-Reviewed Journal Article
Improved Finite Control Set Model Predictive Control for Parallel Dual-Converter-Fed PMSM Drives
Peer-Reviewed Journal Article
Improved Model Predictive Control With Reduced DC-Link Capacitor RMS Current for Back-to-Back Converter-fed PMSM Drives
Peer-Reviewed Journal Article
Induction Motor Stator Current AM-FM Model and Demodulation Analysis for Planetary Gearbox Fault Diagnosis
Peer-Reviewed Journal Article
Integrated prognosis for wind turbine gearbox condition-based maintenance considering time-varying load and crack initiation time uncertainty
Peer-Reviewed Journal Article
Investigation and Reduction of the Common-Mode Voltage Effects in Transformerless Solar PV Inverters
Master Thesis
Investigation and assessment of stabilization solutions for dc microgrid with dynamic loads
Peer-Reviewed Journal Article
Investigation and assessment of stabilization solutions for dc microgrid with dynamic loads
Peer-Reviewed Journal Article
Investigation and enhancement of stability in grid-connected active DC distribution systems with high penetration level of dynamic loads
Peer-Reviewed Journal Article
Investigation and enhancement of stability in grid-connected active DC distribution systems with high penetration level of dynamic loads
Peer-Reviewed Journal Article
Investigation and enhancement of stability in grid-connected converter-based distributed generation units with dynamic loads
Peer-Reviewed Journal Article
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
Peer-Reviewed Journal Article
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
Peer-Reviewed Journal Article
Joint condition-based maintenance optimization for multi-component systems considering prognostic information and degraded working efficiency
Peer-Reviewed Journal Article
Machine Learning for PHM and Reliability
Conference/Symposium/Workshop Contribution
Machine prognostics under varying operating conditions based on state-space and neural network modeling
Peer-Reviewed Journal Article
Machine-Learning for PHM and Reliability Assurance
Conference/Symposium/Workshop Contribution
Mechanical Stress Comparison of PMSG Wind Turbine LVRT Methods
Peer-Reviewed Journal Article
Mobile Energy Storage Sizing and Allocation for Multi-Services in Power Distribution Systems
Peer-Reviewed Journal Article
Model Predictive Control of Non-Isolated DC/DC Modular Multilevel Converter Improving the Dynamic Response
Peer-Reviewed Journal Article
Model-Free Dynamic Operations Management for EV Battery Swapping Stations: A Deep Reinforcement Learning Approach
Peer-Reviewed Journal Article
Modeling, Dynamic Analysis, and Stabilization of Active DC Distribution Systems
Doctoral Thesis/Dissertation
Modified Transformerless Series-Connected Current Source Converter without Series-Connected Switches
Peer-Reviewed Journal Article
Normalization of gearbox vibration signal for tooth crack diagnosis under variable speed conditions
Peer-Reviewed Journal Article
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
Peer-Reviewed Journal Article
Optimizing wind farm layout by addressing energy-variance trade-off: A single-objective optimization approach.
Peer-Reviewed Journal Article
Physics-Informed LSTM Hyperparameters Selection for Gearbox Fault Detection
Peer-Reviewed Journal Article
Planetary gearbox dynamic modeling considering bearing clearance and sun gear tooth crack
Peer-Reviewed Journal Article
Prognostics and Maintenance Optimization for Wind Energy Systems
Doctoral Thesis/Dissertation
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
Conference/Symposium/Workshop Contribution
Reliability, PHM, and Machine Learning
Conference/Symposium/Workshop Contribution
Risk-based pipeline re-assessment optimization considering corrosion defects
Peer-Reviewed Journal Article
Safety, Security, and Reliability of Autonomous Vehicles
Conference/Symposium/Workshop Contribution
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
Peer-Reviewed Journal Article
Spectral negentropy based sidebands and demodulation analysis for planet bearing fault diagnosis
Peer-Reviewed Journal Article
Structure fatigue crack length estimation and prediction using ultrasonic wave data based on ensemble linear regression and Paris’s law
Peer-Reviewed Journal Article
Sub-synchronous Resonance Oscillations in Wind Farms – An Overview Study of Mechanisms and Damping Methods
Peer-Reviewed Journal Article
The effect of time-varying operating condition on the crack induced impulses and its application to gearbox tooth crack diagnosis
Peer-Reviewed Journal Article
Three new models for evaluation of standard involute spur gear mesh stiffness
Peer-Reviewed Journal Article
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
Doctoral Thesis/Dissertation
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
Peer-Reviewed Journal Article
Wind power system reliability and maintenance optimization considering turbine and wind uncertainty
Peer-Reviewed Journal Article
Wind power system reliability modeling considering turbine and wind uncertainty
Conference Proceedings
Wind turbine power output estimation with probabilistic power curves
Conference Proceedings