Propagating Uncertainty in Power System Dynamic Simulations Using Polynomial Chaos

Yijun Xu, Lamine Mili, Adrian Sandu, +2

IEEE Transactions on Power Systems

EngineeringPower Grid OperationHigh-dimensional ChaosReliability EngineeringUncertainty Quantification +14

Probabilistic Power Flow Calculation and Variance Analysis Based on Hierarchical Adaptive Polynomial Chaos-ANOVA Method

Yijun Xu, Lamine Mili, Junbo Zhao

IEEE Transactions on Power Systems

Response-Surface-Based Bayesian Inference for Power System Dynamic Parameter Estimation

Yijun Xu, Can Huang, Xiao Chen, +4

IEEE Transactions on Smart Grid

Parameter IdentificationNew England SystemEngineeringSmart GridPhasor-measurement-unit Measurement +10

An Adaptive Bayesian Parameter Estimation of a Synchronous Generator Under Gross Errors

Yijun Xu, Lamine Mili, Mert Korkali, +1

IEEE Transactions on Industrial Informatics

Parameter EstimationEngineeringGross ErrorsBayesian Inference FrameworkState Estimation +18

Coalition Formation of Microgrids with Distributed Energy Resources and Energy Storage in Energy Market

Jaber Valinejad, Mousa Marzband, Mert Korkali, +2

Journal of Modern Power Systems and Clean Energy

Distributed Energy SystemEngineeringHydrogen-based MicrogridsMulti-energy SystemBilevel Hierarchical Structure +15

Probabilistic Power Flow Based on a Gaussian Process Emulator

Yijun Xu, Zhixiong Hu, Lamine Mili, +2

IEEE Transactions on Power Systems

Power EngineeringEngineeringSmart GridPower Optimization (Eda)Gaussian Process +10

Risk Assessment of Rare Events in Probabilistic Power Flow via Hybrid Multi-Surrogate Method

Yijun Xu, Mert Korkali, Lamine Mili, +2

IEEE Transactions on Smart Grid

Power EngineeringEngineeringPower Grid OperationHybrid Multi-surrogate MethodMonte Carlo Methods +22

A Data-Driven Nonparametric Approach for Probabilistic Load-Margin Assessment Considering Wind Power Penetration

Yijun Xu, Lamine Mili, Mert Korkali, +3

IEEE Transactions on Power Systems

EngineeringMarkov Chain Monte CarloWind EngineeringData ScienceUncertainty Quantification +16

A Bayesian Approach to Real-Time Dynamic Parameter Estimation Using Phasor Measurement Unit Measurement

Yijun Xu, Lamine Mili, Xiao Chen, +2

IEEE Transactions on Power Systems

Parameter EstimationEngineeringMeasurementEducationMarkov Chain Monte Carlo +22

A Bayesian Approach for Estimating Uncertainty in Stochastic Economic Dispatch Considering Wind Power Penetration

Zhixiong Hu, Yijun Xu, Mert Korkali, +3

IEEE Transactions on Sustainable Energy

EngineeringMachine LearningUncertainty ModelingOperations ResearchData Science +19