Baosen Zhang

Matthew Motoki

CoRR, 2024

Fast and Reliable N-k Contingency Screening with Input-Convex Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Safe Control of Grid-Interfacing Inverters with Current Magnitude Limits.

[BibT_eX]

[DOI]

Trager Joswig-Jones

CoRR, 2024

Balancing Fairness and Efficiency in Energy Resource Allocations.

[BibT_eX]

[DOI]

Matthew Motoki

CoRR, 2024

Oscillations-Aware Frequency Security Assessment via Efficient Worst-Case Frequency Nadir Computation.

[BibT_eX]

[DOI]

Yan Jiang

Hancheng Min

CoRR, 2024

2023

FastICENet: A real-time and accurate semantic segmentation model for aerial remote sensing river ice image.

[BibT_eX]

[DOI]

Signal Process., November, 2023

Morphology Dynamics of Ice Cover in a River Bend Revealed by the UAV-GPR and Sentinel-2.

[BibT_eX]

[DOI]

Remote. Sens., June, 2023

Physical Mechanism and Parameterization for Correcting Radar Wave Velocity in Yellow River Ice with Air Temperature and Ice Thickness.

[BibT_eX]

[DOI]

Remote. Sens., February, 2023

Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints.

[BibT_eX]

[DOI]

Zixiao Ma

CoRR, 2023

Socially Optimal Energy Usage via Adaptive Pricing.

[BibT_eX]

[DOI]

Matthew Motoki

CoRR, 2023

Convex Restriction of Feasible Sets for AC Radial Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal Control of Grid-Interfacing Inverters With Current Magnitude Limits.

[BibT_eX]

[DOI]

Trager Joswig-Jones

CoRR, 2023

An Efficient Learning-Based Solver for Two-Stage DC Optimal Power Flow with Feasibility Guarantees.

[BibT_eX]

[DOI]

CoRR, 2023

Solving Differential-Algebraic Equations in Power Systems Dynamics with Neural Networks and Spatial Decomposition.

[BibT_eX]

[DOI]

Jochen Stiasny

Spyros Chatzivasileiadis

CoRR, 2023

Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interpreting Primal-Dual Algorithms for Constrained Multiagent Reinforcement Learning.

[BibT_eX]

[DOI]

Ahmed S. Zamzam

Proceedings of the Learning for Dynamics and Control Conference, 2023

Equilibria of Fully Decentralized Learning in Networked Systems.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2023

Efficient Reinforcement Learning Through Trajectory Generation.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2023

Leveraging Predictions in Power System Frequency Control: An Adaptive Approach.

[BibT_eX]

[DOI]

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

A Capacity-Price Game for Uncertain Renewables Resources.

[BibT_eX]

[DOI]

Shreyas Sekar

IEEE Trans. Sustain. Comput., 2022

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

[BibT_eX]

[DOI]

Sina Taheri

Vassilis Kekatos

Sriharsha Veeramachaneni

IEEE Trans. Smart Grid, 2022

A Convex Neural Network Solver for DCOPF With Generalization Guarantees.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2022

Dynamic and Full-Time Acquisition Technology and Method of Ice Data of Yellow River.

[BibT_eX]

[DOI]

Sensors, 2022

Equilibrium-Independent Stability Analysis for Distribution Systems With Lossy Transmission Lines.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Lyapunov-Regularized Reinforcement Learning for Power System Transient Stability.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Interpreting Primal-Dual Algorithms for Constrained MARL.

[BibT_eX]

[DOI]

Ahmed S. Zamzam

CoRR, 2022

Optimal Inverter-Based Resources Placement in Low-Inertia Power Systems.

[BibT_eX]

[DOI]

Atinuke Ademola-Idowu

CoRR, 2022

Cyber-Physical Attack Leveraging Subsynchronous Resonance.

[BibT_eX]

[DOI]

Bosong Li

Daniel S. Kirschen

CoRR, 2022

Structured Neural-PI Control for Networked Systems: Stability and Steady-State Optimality Guarantees.

[BibT_eX]

[DOI]

CoRR, 2022

Stable Reinforcement Learning for Optimal Frequency Control: A Distributed Averaging-Based Integral Approach.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Sina Taheri

Vassilis Kekatos

Harsha Veeramachaneni

CoRR, 2022

An iterative approach to improving solution quality for AC optimal power flow problems.

[BibT_eX]

[DOI]

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Safe and Efficient Model Predictive Control Using Neural Networks: An Interior Point Approach.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Computationally Efficient Safe Reinforcement Learning for Power Systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

Decentralized Safe Reinforcement Learning for Voltage Control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2022

2021

State-of-Charge Aware EV Charging.

[BibT_eX]

[DOI]

CoRR, 2021

Predicting Power System Dynamics and Transients: A Frequency Domain Approach.

[BibT_eX]

[DOI]

Weiwei Yang

CoRR, 2021

Learning to Solve the AC Optimal Power Flow via a Lagrangian Approach.

[BibT_eX]

[DOI]

CoRR, 2021

An Iterative Approach to Finding Global Solutions of AC Optimal Power Flow Problems.

[BibT_eX]

[DOI]

CoRR, 2021

Vulnerabilities of Power System Operations to Load Forecasting Data Injection Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2021

Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

Fast Calculation of Probabilistic Power Flow: A Model-Based Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

A Geometric Analysis of Power System Loadability Regions.

[BibT_eX]

[DOI]

Yang Weng

IEEE Trans. Smart Grid, 2020

Low-Carbon Operation of Multiple Energy Systems Based on Energy-Carbon Integrated Prices.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Modeling Curbside Parking as a Network of Finite Capacity Queues.

[BibT_eX]

[DOI]

Lillian J. Ratliff

IEEE Trans. Intell. Transp. Syst., 2020

Uncertainty in Multicommodity Routing Networks: When Does It Help?

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Scenario Forecasting of Residential Load Profiles.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2020

Consensus-Based Set-Theoretic Control in Power Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforcement Learning for Optimal Frequency Control: A Lyapunov Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Agent Reinforcement Learning in Cournot Games.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Transfer Learning for HVAC System Fault Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

2019

A Distributed Online Pricing Strategy for Demand Response Programs.

[BibT_eX]

[DOI]

Hao Wang

IEEE Trans. Smart Grid, 2019

Participation of an Energy Storage Aggregator in Electricity Markets.

[BibT_eX]

[DOI]

Jesus E. Contreras-Ocaña

Miguel A. Ortega-Vazquez

IEEE Trans. Smart Grid, 2019

Competition and Efficiency of Coalitions in Cournot Games With Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2019

Optimal Battery Control Under Cycle Aging Mechanisms in Pay for Performance Settings.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Optimal L-Infinity Frequency Control in Microgrids Considering Actuator Saturation.

[BibT_eX]

[DOI]

CoRR, 2019

Frequency Stability Using Inverter Power Control in Low-Inertia Power Systems.

[BibT_eX]

[DOI]

Atinuke Ademola-Idowu

CoRR, 2019

Learning in Cournot Games with Limited Information Feedback.

[BibT_eX]

[DOI]

CoRR, 2019

Fast Calculation of Probabilistic Power Flow: A Model-based Deep Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2019

Optimal Control Via Neural Networks: A Convex Approach.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Exploiting Vulnerabilities of Load Forecasting Through Adversarial Attacks.

[BibT_eX]

[DOI]

Yushi Tan

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Mitigation of Coincident Peak Charges via Approximate Dynamic Programming.

[BibT_eX]

[DOI]

Alberto L. Sangiovanni-Vincentelli

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A tractable ellipsoidal approximation for voltage regulation problems.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Power Flow as Intersection of Circles: A new Fixed Point Method.

[BibT_eX]

[DOI]

Kishan Prudhvi Guddanti

Yang Weng

CoRR, 2018

Optimal Design of Virtual Inertia and Damping Coefficients for Virtual Synchronous Machines.

[BibT_eX]

[DOI]

Atinuke Ademola-Idowu

CoRR, 2018

Real-Time Prediction of the Duration of Distribution System Outages.

[BibT_eX]

[DOI]

CoRR, 2018

An All-Digital True-Random-Number Generator with Integrated De-correlation and Bias Correction at 3.2-to-86 MB/S, 2.58 PJ/Bit in 65-NM CMOS.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Symposium on VLSI Circuits, 2018

Coincident Peak Prediction Using a Feed-Forward Neural Network.

[BibT_eX]

[DOI]

Daniel S. Kirschen

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

Bayesian renewables scenario generation via deep generative networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Uncertainty in Multi-Commodity Routing Networks: When does it help?

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Data Driven Spatio-Temporal Modeling of Parking Demand.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Guest Editorial Distributed Control and Efficient Optimization Methods for Smart Grid.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2017

Energy Storage Arbitrage in Real-Time Markets Via Reinforcement Learning.

[BibT_eX]

[DOI]

Hao Wang

CoRR, 2017

Non-Wire Alternatives to Capacity Expansion.

[BibT_eX]

[DOI]

Jesus E. Contreras-Ocaña

Uzma Siddiqi

CoRR, 2017

Optimal Battery Control Under Cycle Aging Mechanisms.

[BibT_eX]

[DOI]

Bolun Xu

CoRR, 2017

An Online Optimization Algorithm for Alleviating Contingencies in Meshed Networks.

[BibT_eX]

[DOI]

Nicolò Mazzi

Daniel S. Kirschen

CoRR, 2017

Geometric Understanding of the Stability of Power Flow Solutions.

[BibT_eX]

[DOI]

Yang Weng

CoRR, 2017

Using Battery Storage for Peak Shaving and Frequency Regulation: Joint Optimization for Superlinear Gains.

[BibT_eX]

[DOI]

CoRR, 2017

Linear Estimation of Treatment Effects in Demand Response: An Experimental Design Approach.

[BibT_eX]

[DOI]

CoRR, 2017

Deceiving Google's Perspective API Built for Detecting Toxic Comments.

[BibT_eX]

[DOI]

CoRR, 2017

Blocking Transferability of Adversarial Examples in Black-Box Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2017

How Much Urban Traffic is Searching for Parking?

[BibT_eX]

[DOI]

CoRR, 2017

Model-Free Renewable Scenario Generation Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Optimal regulation response of batteries under cycle aging mechanisms.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Optimizing curbside parking resources subject to congestion constraints.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Distribution system voltage control under uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Modeling and optimization of complex building energy systems with deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Online Active Linear Regression via Thresholding.

[BibT_eX]

[DOI]

Carlos Riquelme

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Estimating treatment effects in demand response.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Leveraging energy storage to optimize data center electricity cost in emerging power markets.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

Learning Temporal Dependence from Time-Series Data with Latent Variables.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

To observe or not to observe: Queuing game framework for urban parking.

[BibT_eX]

[DOI]

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

An optimal treatment assignment strategy to evaluate demand response effect.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Cournot Games with Uncertainty: Coalitions, Competition, and Efficiency.

[BibT_eX]

[DOI]

CoRR, 2015

Competition and Coalition Formation of Renewable Power Producers.

[BibT_eX]

[DOI]

CoRR, 2015

Autoregressive Model for Individual Consumption Data - LASSO Selection and Significance Test.

[BibT_eX]

[DOI]

CoRR, 2015

Cooperation and Competition among Energy Storages.

[BibT_eX]

[DOI]

Jesus E. Contreras-Ocaña

Miguel A. Ortega-Vazquez

CoRR, 2015

Stability of interconnected DC converters.

[BibT_eX]

[DOI]

Gustavo Cezar

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Network Risk Limiting Dispatch: Optimal Control and Price of Uncertainty.

[BibT_eX]

[DOI]

David N. C. Tse

IEEE Trans. Autom. Control., 2014

2013

A Local Control Approach to Voltage Regulation in Distribution Networks.

[BibT_eX]

[DOI]

Alejandro D. Domínguez-García

CoRR, 2013

Aggregation for Load Servicing.

[BibT_eX]

[DOI]

CoRR, 2013

Risk limiting dispatch with ramping constraints.

[BibT_eX]

[DOI]

Junjie Qin

Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Risk Limiting Dispatch in congested networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Optimal Distributed Voltage Regulation in Power Distribution Networks

[BibT_eX]

[DOI]

Albert Y. S. Lam

Alejandro D. Domínguez-García

CoRR, 2012

Geometry of Power Flows in Tree Networks

[BibT_eX]

[DOI]

Javad Lavaei

CoRR, 2012

Distributed algorithms for optimal power flow problem.

[BibT_eX]

[DOI]

Albert Y. S. Lam

David N. C. Tse

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Geometry of feasible injection region of power networks.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Distributed storage for intermittent energy sources: Control design and performance limits.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Reference-free audio matching for rendezvous.

[BibT_eX]

[DOI]