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09/14/2023
Kullback-Leibler Divergence-Guided Copula Statistics-Based Blind Source Separation of Dependent Signals
In this paper, we propose a blind source separation of a linear mixture ...
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02/07/2023
Identification of Power System Oscillation Modes using Blind Source Separation based on Copula Statistic
The dynamics of a power system with large penetration of renewable energ...
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01/19/2023
Robust Gaussian Process Regression with Huber Likelihood
Gaussian process regression in its most simplified form assumes normal h...
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01/06/2023
A Robust Data-driven Process Modeling Applied to Time-series Stochastic Power Flow
In this paper, we propose a robust data-driven process model whose hyper...
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02/09/2022
A Measurement-Based Robust Non-Gaussian Process Emulator Applied to Data-Driven Stochastic Power Flow
In this paper, we propose a robust non-Gaussian process emulator based o...
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08/31/2021
New Highly Efficient High-Breakdown Estimator of Multivariate Scatter and Location for Elliptical Distributions
High-breakdown-point estimators of multivariate location and shape matri...
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05/20/2021
Robust Dynamic Mode Decomposition
The paper develops a robust estimation method that makes the dynamic mod...
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10/22/2020
Research Needed in Computational Social Science for Power System Reliability, Resilience, and Restoration
In the literature, smart grids are modeled as cyber-physical power syste...
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05/11/2020
Roles of Dynamic State Estimation in Power System Modeling, Monitoring and Operation
Power system dynamic state estimation (DSE) remains an active research a...
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04/13/2020
Probabilistic Load-Margin Assessment using Vine Copula and Gaussian Process Emulation
The increasing penetration of renewable energy along with the variations...
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04/02/2020
Stochastic Multi-Agent-Based Model to Measure Community Resilience-Part 2: Simulation Results
In this paper we investigate the resiliency planning of interdependent e...
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09/20/2019
Uncertainty Quantification in Stochastic Economic Dispatch using Gaussian Process Emulation
The increasing penetration of renewable energy resources in power system...
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04/30/2018
On the Effect of Suboptimal Estimation of Mutual Information in Feature Selection and Classification
This paper introduces a new property of estimators of the strength of st...
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03/20/2017