Gabriela Hug

Orcid: 0000-0002-4312-616X

Affiliations:
  • ETH Zurich, Power Systems Laboratory, Switzerland


According to our database1, Gabriela Hug authored at least 130 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Approximation by Simple Poles - Part I: Density and Geometric Convergence Rate in Hardy Space.
IEEE Trans. Autom. Control., August, 2024

Sparse Structure Design for Stochastic Linear Systems via a Linear Matrix Inequality Approach.
IEEE Trans. Control. Syst. Technol., July, 2024

Data-driven Power Flow Linearization: Theory.
CoRR, 2024

Enabling Large Language Models to Perform Power System Simulations with Previously Unseen Tools: A Case of Daline.
CoRR, 2024

Generalized Vector Locus Transformation for Unbalanced Three-Phase Systems.
CoRR, 2024

Data-driven Power Flow Linearization: Simulation.
CoRR, 2024

Flexibility Pricing in Distribution Systems: A Direct Method Aligned with Flexibility Models.
CoRR, 2024

Optimal EV Charging Scheduling at Electric Railway Stations Under Peak Load Constraints.
CoRR, 2024

Multiple Joint Chance Constraints Approximation for Uncertainty Modeling in Dispatch Problems.
CoRR, 2024

Optimization algorithms as robust feedback controllers.
Annu. Rev. Control., 2024

Fair Energy Allocation in Risk-Aware Energy Communities.
IEEE Access, 2024

2023
CoLinFlow: An Iterative Solution Approach for the Scenario-Based AC OPF in Active Meshed Distribution Grids With Batteries.
IEEE Trans. Smart Grid, November, 2023

An Online Joint Optimization-Estimation Architecture for Distribution Networks.
IEEE Trans. Control. Syst. Technol., November, 2023

Long-run optimal pricing in electricity markets with non-convex costs.
Eur. J. Oper. Res., May, 2023

A Stiffness-Oriented Model Order Reduction Method for Low-Inertia Power Systems.
CoRR, 2023

Privacy-Preserving Distributed Market Mechanism for Active Distribution Networks.
CoRR, 2023

Integrating Optimal EV Charging in the Energy Management of Electric Railway Stations.
CoRR, 2023

Recursive Dynamic State Estimation for Power Systems with an Incomplete Nonlinear DAE Model.
CoRR, 2023

Unified Numerical Stability and Accuracy Analysis of the Partitioned-Solution Approach.
CoRR, 2023

Mode-Shape Deformation of Power System DAEs by Time-Domain Integration Methods.
CoRR, 2023

An Optimal Energy Management Algorithm Considering Regenerative Braking and Renewable Energy for EV Charging in Railway Stations.
CoRR, 2023

Safe Reinforcement Learning for Strategic Bidding of Virtual Power Plants in Day-Ahead Markets.
Proceedings of the IEEE International Conference on Communications, 2023

Automatic Load Management in Active Distribution Grids Using Reinforcement Learning.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Uncertainty-Aware Energy Flexibility Quantification of a Residential Building.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Bad-Data-Resilient Dynamic State Estimation for Power Systems with Partially Known Models.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2023

Tractable Identification of Electric Distribution Networks.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Federated Clustering for Electricity Consumption Pattern Extraction.
IEEE Trans. Smart Grid, 2022

A Stochastic-Robust Approach for Resilient Microgrid Investment Planning Under Static and Transient Islanding Security Constraints.
IEEE Trans. Smart Grid, 2022

Data Aggregation Point Placement for Smart Meters in the Smart Grid.
IEEE Trans. Smart Grid, 2022

Moving-Horizon State Estimation for Power Networks and Synchronous Generators.
CoRR, 2022

Using Quantile Forecasts for Dynamic Equivalents of Active Distribution Grids under Uncertainty.
CoRR, 2022

Online Feedback Droop Scheduling in Distribution Grids for Frequency and Local Voltage Control.
CoRR, 2022

System Level Synthesis Beyond Finite Impulse Response Using Approximation by Simple Poles.
CoRR, 2022

Online Joint Optimal Control-Estimation Architecture in Distribution Networks.
CoRR, 2022

Control-aware Probabilistic Load Flow for Transmission Systems: An Analytical Method.
CoRR, 2022

Chance-constrained OPF: A Distributed Method with Confidentiality Preservation.
CoRR, 2022

Multiple Ancillary Services Provision by Distributed Energy Resources in Active Distribution Networks.
CoRR, 2022

Incorporate Day-ahead Robustness and Real-time Incentives for Electricity Market Design.
CoRR, 2022

Differentially-Private Heat and Electricity Markets Coordination.
CoRR, 2022

Game-Theoretic Energy Source Allocation Mechanism in Smart-Grids.
CoRR, 2022

Optimal Design of Time-of-Use Tariffs using Bilevel Optimization.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

Fast Mapping of Flexibility Regions at TSO-DSO Interfaces under Uncertainty.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

Efficient Clustering of Distributed Energy Resources Minimising Cluster Variances.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

2021
Active Distribution Grids Providing Voltage Support: The Swiss Case.
IEEE Trans. Smart Grid, 2021

Privacy-Preserving Distributed Clustering for Electrical Load Profiling.
IEEE Trans. Smart Grid, 2021

Design Framework for Privacy-Aware Demand-Side Management With Realistic Energy Storage Model.
IEEE Trans. Smart Grid, 2021

Corrigendum to: "Timescale Separation in Autonomous Optimization".
IEEE Trans. Autom. Control., 2021

Timescale Separation in Autonomous Optimization.
IEEE Trans. Autom. Control., 2021

Clustering Data-Driven Local Control Schemes in Active Distribution Grids.
IEEE Syst. J., 2021

Data-Driven Demand-Side Flexibility Quantification: Prediction and Approximation of Flexibility Envelopes.
CoRR, 2021

Improving Frequency Stability of Low-Inertia Systems using Virtual Induction Machine.
CoRR, 2021

Cost-Oriented Load Forecasting.
CoRR, 2021

Unsupervised Disaggregation of Water Heater Load from Smart Meter Data Processing.
CoRR, 2021

Techno-economic analysis of PV-battery systems in Switzerland.
CoRR, 2021

Stochastic Hybrid Approximation for Uncertainty Management in Gas-Electric Systems.
CoRR, 2021

Optimization Algorithms as Robust Feedback Controllers.
CoRR, 2021

Safe Flexibility in Active Distribution Grids: A Practical Data-Driven Approach.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

2020
Active Distribution Grids Offering Ancillary Services in Islanded and Grid-Connected Mode.
IEEE Trans. Smart Grid, 2020

Iterative Decomposition of Joint Chance Constraints in OPF.
CoRR, 2020

A Reinforcement Learning Approach for Fast Frequency Control in Low-Inertia Power Systems.
CoRR, 2020

Modelling of Variable-Speed Refrigeration for Fast-Frequency Control in Low-InertiaSystems.
CoRR, 2020

Improving Dynamic Performance of Low-Inertia Systems through Eigensensitivity Optimization.
CoRR, 2020

Economic Valuation and Pricing of Inertia in Inverter-Dominated Power Systems.
CoRR, 2020

Dynamic Reserve and Transmission Capacity Allocation in Wind-Dominated Power Systems.
CoRR, 2020

Privacy-preserving Distributed Probabilistic Load Flow.
CoRR, 2020

MPC-Based Fast Frequency Control of Voltage Source Converters in Low-Inertia Power Systems.
CoRR, 2020

Consumer Privacy Protection using Flexible Thermal Loads.
CoRR, 2020

Linear State Estimation and Bad Data Detection for Power Systems with RTU and PMU Measurements.
CoRR, 2020

2019
Data-Driven Local Control Design for Active Distribution Grids Using Off-Line Optimal Power Flow and Machine Learning Techniques.
IEEE Trans. Smart Grid, 2019

TDNetGen: An Open-Source, Parametrizable, Large-Scale, Transmission, and Distribution Test System.
IEEE Syst. J., 2019

Towards Optimal System Scheduling with Synthetic Inertia Provision from Wind Turbines.
CoRR, 2019

Aggregating Privacy-Conscious Distributed Energy Resources for Grid Service Provision.
CoRR, 2019

Optimization-based Settingless Algorithm Combining Protection and Fault Identification.
CoRR, 2019

A Computationally Efficient Solution Algorithm for Least Absolute Value State Estimation Problem.
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

A Linear Formulation for Power System State Estimation including RTU and PMU Measurements.
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

2018
A Fully Distributed Cooperative Charging Approach for Plug-In Electric Vehicles.
IEEE Trans. Smart Grid, 2018

Agent-Based Distributed Security Constrained Optimal Power Flow.
IEEE Trans. Smart Grid, 2018

Toward Distributed/Decentralized DC Optimal Power Flow Implementation in Future Electric Power Systems.
IEEE Trans. Smart Grid, 2018

On the Role of Communications Plane in Distributed Optimization of Power Systems.
IEEE Trans. Ind. Informatics, 2018

Generic Existence of Unique Lagrange Multipliers in AC Optimal Power Flow.
IEEE Control. Syst. Lett., 2018

Optimizing gas networks using adjoint gradients.
CoRR, 2018

Robust Steady State Analysis of the Power Grid.
CoRR, 2018

Stability Analysis of Converter Control Modes in Low-Inertia Power Systems.
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Time-varying Projected Dynamical Systems with Applications to Feedback Optimization of Power Systems.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Stability of Dynamic Feedback optimization with Applications to Power Systems.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Cost-Effective Scheduling of Steel Plants With Flexible EAFs.
IEEE Trans. Smart Grid, 2017

Privacy-Protecting Energy Management Unit Through Model-Distribution Predictive Control.
IEEE Trans. Smart Grid, 2017

Aggregated Load and Generation Equivalent Circuit Models with Semi-Empirical Data Fitting.
CoRR, 2017

Improving Power Flow Robustness via Circuit Simulation Methods.
CoRR, 2017

Robust Convergence of Power Flow using Tx Stepping Method with Equivalent Circuit Formulation.
CoRR, 2017

Asynchronous ADMM for Distributed Non-Convex Optimization in Power Systems.
CoRR, 2017

Convex Relaxations of Chance Constrained AC Optimal Power Flow.
CoRR, 2017

Impact of communication delay on asynchronous distributed optimal power flow using ADMM.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Wavefront-based protection for active distribution grids.
Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

Trading strategy for decentralized energy resources in sequential electricity markets: A swiss case study.
Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017

Distributed voltage regulation in distribution power grids: Utilizing the photovoltaics inverters.
Proceedings of the 2017 American Control Conference, 2017

2016
Intelligent Partitioning in Distributed Optimization of Electric Power Systems.
IEEE Trans. Smart Grid, 2016

Distributed MPC for Efficient Coordination of Storage and Renewable Energy Sources Across Control Areas.
IEEE Trans. Smart Grid, 2016

Impact of Power System Partitioning on the Efficiency of Distributed Multi-Step Optimization.
CoRR, 2016

Enabling Distributed Optimization in Large-Scale Power Systems.
CoRR, 2016

Computational approaches for efficient scheduling of steel plants as demand response resource.
Proceedings of the Power Systems Computation Conference, 2016

A fully distributed approach for plug-in electric vehicle charging.
Proceedings of the Power Systems Computation Conference, 2016

Battery energy storage capacity fading and control strategies for deterministic and stochastic power profiles.
Proceedings of the Power Systems Computation Conference, 2016

Accelerating the computation of critical eigenvalues with parallel computing techniques.
Proceedings of the Power Systems Computation Conference, 2016

Forecasting of Smart Meter Time Series Based on Neural Networks.
Proceedings of the Data Analytics for Renewable Energy Integration, 2016

Steady-state analysis of power system harmonics using equivalent split-circuit models.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Search space reduction strategies for unit commitment problem.
Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

Unified power system analyses and models using equivalent circuit formulation.
Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

Distributed cooperative charging for plug-in electric vehicles: A consensus+innovations approach.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Enhanced secondary frequency control via distributed peer-to-peer communication.
Proceedings of the 15th European Control Conference, 2016

Adaptive certainty-equivalent approach for optimal generator dispatch under uncertainty.
Proceedings of the 15th European Control Conference, 2016

Projected gradient descent on Riemannian manifolds with applications to online power system optimization.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Cooperative Control of Distributed Energy Storage Systems in a Microgrid.
IEEE Trans. Smart Grid, 2015

Impact of Disturbances on Modeling of Thermostatically Controlled Loads for Demand Response.
IEEE Trans. Smart Grid, 2015

Consensus + Innovations Approach for Distributed Multiagent Coordination in a Microgrid.
IEEE Trans. Smart Grid, 2015

Estimating the Benefits of Electric Vehicle Smart Charging at Non-Residential Locations: A Data-Driven Approach.
CoRR, 2015

Bidding strategy in energy and spinning reserve markets for aluminum smelters' demand response.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A functional approach to assessing flexible ramping products' impact on electricity market.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Locational security impact factors for risk-constrained AC OPF.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Impact of partitioning on the performance of decomposition methods for AC Optimal Power Flow.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Multilevel distributed approach for DC Optimal Power Flow.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Decomposed Stochastic Model Predictive Control for Optimal Dispatch of Storage and Generation.
IEEE Trans. Smart Grid, 2014

Potential and Efficient Computation of Corrective Power Flow Control in Cost vs. Risk Trade-Off.
IEEE Trans. Smart Grid, 2014

Distributed State Estimation and Energy Management in Smart Grids: A Consensus+Innovations Approach.
IEEE J. Sel. Top. Signal Process., 2014

Role of communication on the convergence rate of fully distributed DC optimal power flow.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Real-time optimization of a hydropower cascade using a linear modeling approach.
Proceedings of the 2014 Power Systems Computation Conference, 2014

2013
A moving horizon state estimator in the control of thermostatically controlled loads for demand response.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

2012
Vulnerability Assessment of AC State Estimation With Respect to False Data Injection Cyber-Attacks.
IEEE Trans. Smart Grid, 2012

Robust control design for integration of energy storage into frequency regulation.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Generation cost and system risk trade-off with corrective power flow control.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012


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