Kyri Baker

According to our database, Kyri Baker authored at least 39 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Price Perturbations for Privacy Preserving Demand Response With Distribution Network Awareness.

Constance Crozier, Aisling Pigott, Kyri Baker

IEEE Trans. Smart Grid, 2024

Learning to Optimize meets Neural-ODE: Real-Time, Stability-Constrained AC OPF.

Vincenzo Di Vito, Mostafa Mohammadian, Kyri Baker, Ferdinando Fioretto

CoRR, 2024

A New Definition of Demand Response in the Distributed Energy Resource Era.

Johanna L. Mathieu, Gregor Verbic, Thomas Morstyn, Mads Almassalkhi, Kyri Baker, Julio H. Braslavsky, Kenneth Bruninx, Yury Dvorkin, Gregory S. Ledva, Nariman Mahdavi, Hrvoje Pandzic, Alessandra Parisio, Vedran Peric

CoRR, 2024

Distribution Grids May Be a Barrier To Residential Electrification.

Priyadarshan, Constance Crozier, Kyri Baker, Kevin J. Kircher

CoRR, 2024

Learning To Solve Differential Equation Constrained Optimization Problems.

Vincenzo Di Vito, Mostafa Mohammadian, Kyri Baker, Ferdinando Fioretto

CoRR, 2024

EDGIE: A simulation test-bed for investigating the impacts of building and vehicle electrification on distribution grids.

Priyadarshan Priyadarshan, Elias Pergantis, Constance Crozier, Kyri Baker, Kevin J. Kircher

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Optimizing Multi-Timestep Security-Constrained Optimal Power Flow for Large Power Grids.

Hussein Sharadga, Javad Mohammadi, Constance Crozier, Kyri Baker

CoRR, 2023

Weather-Induced Power Outage Prediction: A Comparison of Machine Learning Models.

Jasmine Garland, Kyri Baker, Ben Livneh

Proceedings of the IEEE International Conference on Communications, 2023

Modeling of a Clean Hybrid Energy System Considering Practical Limitations for Techno-Economic Energy Analysis.

James Hurtt, Kyri Baker

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2023

2022

Learning-Accelerated ADMM for Distributed DC Optimal Power Flow.

David Biagioni, Peter A. Graf, Xiangyu Zhang, Ahmed S. Zamzam, Kyri Baker, Jennifer King

IEEE Control. Syst. Lett., 2022

Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time.

Meiyi Li, Yuhan Du, Javad Mohammadi, Constance Crozier, Kyri Baker, Soummya Kar

CoRR, 2022

Gradient-Enhanced Physics-Informed Neural Networks for Power Systems Operational Support.

Mostafa Mohammadian, Kyri Baker, Ferdinando Fioretto

CoRR, 2022

Dymola-Enabled Reinforcement Learning for Real-time Generator Set-point Optimization.

Aisling Pigott, Kyri Baker, Sergio A. Dorado-Rojas, Luigi Vanfretti

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

OPF-Learn: An Open-Source Framework for Creating Representative AC Optimal Power Flow Datasets.

Trager Joswig-Jones, Kyri Baker, Ahmed S. Zamzam

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

2021

Towards Understanding the Unreasonable Effectiveness of Learning AC-OPF Solutions.

My H. Dinh, Ferdinando Fioretto, Mostafa Mohammadian, Kyri Baker

CoRR, 2021

GridLearn: Multiagent Reinforcement Learning for Grid-Aware Building Energy Management.

Aisling Pigott, Constance Crozier, Kyri Baker, Zoltán Nagy

CoRR, 2021

Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization.

Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Bergés

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

Solutions of DC OPF are Never AC Feasible.

Kyri Baker

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

2020

Convex Relaxation of Grid-Connected Energy Storage System Models With Complementarity Constraints in DC OPF.

Kaitlyn Garifi, Kyri Baker, Dane Christensen, Behrouz Touri

IEEE Trans. Smart Grid, 2020

Multi-stage Power Scheduling Framework for Data Center with Chilled Water Storage in Energy and Regulation Markets.

Yangyang Fu, Xu Han, Jessica Stershic, Wangda Zuo, Kyri Baker, Jianming Lian

CoRR, 2020

Consumer Privacy Protection using Flexible Thermal Loads.

Jun-Xing Chin, Kyri Baker, Gabriela Hug

CoRR, 2020

Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow.

Ahmed S. Zamzam, Kyri Baker

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Considering Integer Chance Constraints for Enforcing Flexible Line Flow Ratings.

Kaitlyn Garifi, Kyri Baker

Proceedings of the 2020 American Control Conference, 2020

2019

Joint Chance Constraints in AC Optimal Power Flow: Improving Bounds Through Learning.

Kyri Baker, Andrey Bernstein

IEEE Trans. Smart Grid, 2019

Learning Warm-Start Points For Ac Optimal Power Flow.

Kyri Baker

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

The Role of Demand-Side Flexibility in Hedging Electricity Price Volatility in Distribution Grids.

Shantanu Chakraborty, Remco A. Verzijlbergh, Zofia Lukszo, Milos Cvetkovic, Kyri Baker

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

2018

Data-based Distributionally Robust Stochastic Optimal Power Flow, Part I: Methodologies.

Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers

CoRR, 2018

Data-based Distributionally Robust Stochastic Optimal Power Flow, Part II: Case studies.

Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers

CoRR, 2018

Joint Chance Constraints Reduction Through Learning in Active Distribution Networks.

Kyri Baker, Andrey Bernstein

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

Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization.

Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Network-cognizant design of decentralized Volt/VAR controllers.

Kyri Baker, Andrey Bernstein, Changhong Zhao, Emiliano Dall'Anese

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

Incentive-based voltage regulation in distribution networks.

Xinyang Zhou, Emiliano Dall'Anese, Lijun Chen, Kyri Baker

Proceedings of the 2017 American Control Conference, 2017

User-preference-driven model predictive control of residential building loads and battery storage for demand response.

Xin Jin, Kyri Baker, Steven Isley, Dane Christensen

Proceedings of the 2017 American Control Conference, 2017

2016

Distributed MPC for Efficient Coordination of Storage and Renewable Energy Sources Across Control Areas.

Kyri Baker, Junyao Guo, Gabriela Hug, Xin Li

IEEE Trans. Smart Grid, 2016

Homeowner Preference Elicitation: A Multi-Method Comparison: Poster Abstract.

Dane Christensen, Steven Isley, Kyri Baker, Xin Jin, Patricia Aloise-Young, Rahul Kadavil, Siddharth Suryanarayanan

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Frequency Regulation Services from Connected Residential Devices: Short Paper.

Kyri Baker, Xin Jin, Deepthi Vaidhynathan, Wesley B. Jones, Dane Christensen, Bethany Sparn, Jason Woods, Harry Sorensen, Monte Lunacek

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Experiences integrating transmission and distribution simulations for DERs with the Integrated Grid Modeling System (IGMS).

Bryan Palmintier, Elaine T. Hale, Bri-Mathias S. Hodge, Kyri Baker, Timothy M. Hansen

Proceedings of the Power Systems Computation Conference, 2016

Optimal power flow for distribution systems under uncertain forecasts.

Emiliano Dall'Anese, Kyri Baker, Tyler H. Summers

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

2014

Coordination of Resources Across Areas for the Integration of Renewable Generation: Operation, Sizing, and Siting of Storage Devices.

Kyri Baker

PhD thesis, 2014