Vassilis Kekatos

Spyros Chatzivasileiadis

IEEE Trans. Smart Grid, January, 2024

Learning Distribution Grid Topologies: A Tutorial.

[BibT_eX]

[DOI]

Deepjyoti Deka

IEEE Trans. Smart Grid, January, 2024

2023

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes.

[BibT_eX]

[DOI]

Mana Jalali

Chen-Ching Liu

IEEE Trans. Smart Grid, May, 2023

Deep Learning for Scalable Optimal Design of Incremental Volt/VAR Control Rules.

[BibT_eX]

[DOI]

Ali Mehrizi-Sani

Spyros Chatzivasileiadis

IEEE Control. Syst. Lett., 2023

Variational Quantum Eigensolver with Constraints (VQEC): Solving Constrained Optimization Problems via VQE.

[BibT_eX]

[DOI]

Thinh Viet Le

CoRR, 2023

Data-driven Forced Oscillation Localization using Inferred Impulse Responses.

[BibT_eX]

[DOI]

Shaohui Liu

CoRR, 2023

A Chance-Constrained Optimal Design of Volt/VAR Control Rules for Distributed Energy Resources.

[BibT_eX]

[DOI]

Jinlei Wei

Dionysios C. Aliprantis

CoRR, 2023

A Quantum Approach for Stochastic Constrained Binary Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Dynamic Response Recovery Using Ambient Synchrophasor Data: A Synthetic Texas Interconnection Case Study.

[BibT_eX]

[DOI]

Shaohui Liu

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

Data-Driven Modeling of Aggregate Flexibility Under Uncertain and Non-Convex Device Models.

[BibT_eX]

[DOI]

Baosen Zhang

IEEE Trans. Smart Grid, 2022

Controlling Smart Inverters Using Proxies: A Chance-Constrained DNN-Based Approach.

[BibT_eX]

[DOI]

Ming Jin

IEEE Trans. Smart Grid, 2022

Efficient Topology Design Algorithms for Power Grid Stability.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Optimal Power Flow Schedules with Reduced Low-Frequency Oscillations.

[BibT_eX]

[DOI]

CoRR, 2022

Data-Driven Modeling of Aggregate Flexibility under Uncertain and Non-Convex Load Models.

[BibT_eX]

[DOI]

Harsha Veeramachaneni

Baosen Zhang

CoRR, 2022

Learning Neural Networks under Input-Output Specifications.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

Fast Probabilistic Hosting Capacity Analysis for Active Distribution Systems.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

On the Flow Problem in Water Distribution Networks: Uniqueness and Solvers.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2021

Inferring power system dynamics from synchrophasor data using Gaussian processes.

[BibT_eX]

[DOI]

CoRR, 2021

A Dynamic Response Recovery Framework Using Ambient Synchrophasor Data.

[BibT_eX]

[DOI]

Shaohui Liu

CoRR, 2021

Machine Learning for Optimal Inverter Operation in Distribution Grids.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

Inferring Power System Frequency Oscillations using Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Ripple-Type Control for Enhancing Resilience of Networked Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the 2021 American Control Conference, 2021

2020

Power Flow Solvers for Direct Current Networks.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Guest Editorial Theory and Application of PMUs in Power Distribution Systems.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Designing Reactive Power Control Rules for Smart Inverters Using Support Vector Machines.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Natural Gas Flow Solvers Using Convex Relaxation.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

Optimal Scheduling of Water Distribution Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

Real-Time Identifiability of Power Distribution Network Topologies With Limited Monitoring.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2020

Strategic Investment in Energy Markets: A Multiparametric Programming Approach.

[BibT_eX]

[DOI]

Harsha Veeramachaneni

CoRR, 2020

Learning to Optimize Power Distribution Grids using Sensitivity-Informed Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Learning for Reactive Power Control of Smart Inverters under Communication Constraints.

[BibT_eX]

[DOI]

Ming Jin

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Optimal Real-Time Coordination of Energy Storage Units As a Voltage-Constrained Game.

[BibT_eX]

[DOI]

Walid Saad

IEEE Trans. Smart Grid, 2019

Voltage Analytics for Power Distribution Network Topology Verification.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Inverter Probing for Power Distribution Network Topology Processing.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2019

Enforcing Radiality Constraints for DER-Aided Power Distribution Grid Reconfiguration.

[BibT_eX]

[DOI]

CoRR, 2019

Natural Gas Flow Equations: Uniqueness and an MI-SOCP Solver.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Designing Power Grid Topologies for Minimizing Network Disturbances: An Exact MILP Formulation.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Two-Timescale Stochastic Dispatch of Smart Distribution Grids.

[BibT_eX]

[DOI]

Luis M. Lopez-Ramos

Antonio G. Marques

IEEE Trans. Smart Grid, 2018

Enhancing Observability in Distribution Grids Using Smart Meter Data.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Graph Algorithms for Topology Identification Using Power Grid Probing.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2018

Kernel-Based Learning for Smart Inverter Control.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

PSSE Redux: Convex Relaxation, Decentralized, Robust, and Dynamic Approaches.

[BibT_eX]

[DOI]

CoRR, 2017

Enhancing observability in power distribution grids.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Power distribution system observability with smart meter data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Power grid probing for load learning: Identifiability over multiple time instances.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Online Censoring for Large-Scale Regressions with Application to Streaming Big Data.

[BibT_eX]

[DOI]

Dimitris Berberidis

IEEE Trans. Signal Process., 2016

Online Energy Price Matrix Factorization for Power Grid Topology Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2016

Stochastic energy management in distribution grids.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Real-time operation of heterogeneous energy storage units.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

A generalized Frank-wolfe approach to decentralized electric vehicle charging.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Ergodic Energy Management Leveraging Resource Variability in Distribution Grids.

[BibT_eX]

[DOI]

Antonio J. Conejo

CoRR, 2015

Voltage Regulation Algorithms for Multiphase Power Distribution Grids.

[BibT_eX]

[DOI]

CoRR, 2015

Fast localized voltage regulation in single-phase distribution grids.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Adaptive censoring for large-scale regressions.

[BibT_eX]

[DOI]

Dimitris K. Berberidis

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Microgrid dispatch and price of reliability using stochastic approximation.

[BibT_eX]

[DOI]

Luis M. Lopez-Ramos

Antonio G. Marqués

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

Electricity Market Forecasting via Low-Rank Multi-Kernel Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Stochastic Reactive Power Management in Microgrids with Renewables.

[BibT_eX]

[DOI]

Antonio J. Conejo

CoRR, 2014

Kernel selection for power market inference via block successive upper bound minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Online reconstruction from big data via compressive censoring.

[BibT_eX]

[DOI]

Dimitris Berberidis

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Energy price matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Online censoring for large-scale regressions.

[BibT_eX]

[DOI]

Dimitris Berberidis

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Monitoring and Optimization for Power Grids: A Signal Processing Perspective.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Grid Topology Identification using Electricity Prices.

[BibT_eX]

[DOI]

CoRR, 2013

Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification.

[BibT_eX]

[DOI]

Konstantinos Slavakis

Yannis Kopsinis

Sergios Theodoridis

Proceedings of the ISWCS 2013, 2013

Day-ahead electricity market forecasting using kernels.

[BibT_eX]

[DOI]

Marc Light

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Risk-aware management of distributed energy resources.

[BibT_eX]

[DOI]

Nikolaos Gatsis

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

A decentralized approach to generalized power system state estimation.

[BibT_eX]

[DOI]

Evangelos Vlachos

Dimitris Ampeliotis

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Low-rank kernel learning for electricity market inference.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Robust Clustering Using Outlier-Sparsity Regularization.

[BibT_eX]

[DOI]

Pedro A. Forero

IEEE Trans. Signal Process., 2012

Decentralized power system state estimation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

From Sparse Signals to Sparse Residuals for Robust Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

USPACOR: Universal sparsity-controlling outlier rejection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Outlier-aware robust clustering.

[BibT_eX]

[DOI]

Pedro A. Forero

Proceedings of the IEEE International Conference on Acoustics, 2011

Compressed sensing for volterra and polynomial regression models.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

A convex relaxation approach to optimal placement of phasor measurement units.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

2009

Adaptive conjugate gradient DFEs for wideband MIMO systems.

[BibT_eX]

[DOI]

Aris S. Lalos

IEEE Trans. Signal Process., 2009

2007

Χωροχρονικές τεχνικές επεξεργασίας σήματος σε ασύρματα τηλεπικοινωνιακά δίκτυα

[BibT_eX]

[DOI]

PhD thesis, 2007

Cholesky Factorization-Based Adaptive BLAST DFE for Wideband MIMO Channels.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2007

Adaptive Conjugate Gradient DFEs for Wideband MIMO Systems Using Galerkin Projections.

[BibT_eX]

[DOI]

Aris S. Lalos

Proceedings of the 66th IEEE Vehicular Technology Conference, 2007

A Block Adaptive Frequency Domain MIMO DFE for Wideband Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

A square-root adaptive V-BLAST algorithm for fast time-varying MIMO channels.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2006

A Robust Parametric Technique for Multipath Channel Estimation in the Uplink of a DS-CDMA System.

[BibT_eX]

[DOI]