Kyri Baker

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 39

Top Topics

Privacy Protection

Optimal Power Flow

Reinforcement Learning

Predictive Control

Top Venues

IEEE Trans. Smart Grid

Publications

Constance Crozier, Aisling Pigott, Kyri Baker
Price Perturbations for Privacy Preserving Demand Response With Distribution Network Awareness. IEEE Trans. Smart Grid 15 (2) (2024)
Priyadarshan Priyadarshan, Elias Pergantis, Constance Crozier, Kyri Baker, Kevin J. Kircher
EDGIE: A simulation test-bed for investigating the impacts of building and vehicle electrification on distribution grids. HICSS (2024)
Jasmine Garland, Kyri Baker, Ben Livneh
Weather-Induced Power Outage Prediction: A Comparison of Machine Learning Models. SmartGridComm (2023)
James Hurtt, Kyri Baker
Modeling of a Clean Hybrid Energy System Considering Practical Limitations for Techno-Economic Energy Analysis. IAS (2023)
Hussein Sharadga, Javad Mohammadi, Constance Crozier, Kyri Baker
Optimizing Multi-Timestep Security-Constrained Optimal Power Flow for Large Power Grids. CoRR (2023)
Mostafa Mohammadian, Kyri Baker, Ferdinando Fioretto
Gradient-Enhanced Physics-Informed Neural Networks for Power Systems Operational Support. CoRR (2022)
Aisling Pigott, Kyri Baker, Sergio A. Dorado-Rojas, Luigi Vanfretti
Dymola-Enabled Reinforcement Learning for Real-time Generator Set-point Optimization. ISGT (2022)
Trager Joswig-Jones, Kyri Baker, Ahmed S. Zamzam
OPF-Learn: An Open-Source Framework for Creating Representative AC Optimal Power Flow Datasets. ISGT (2022)
Meiyi Li, Yuhan Du, Javad Mohammadi, Constance Crozier, Kyri Baker, Soummya Kar
Numerical Comparisons of Linear Power Flow Approximations: Optimality, Feasibility, and Computation Time. CoRR (2022)
David Biagioni, Peter A. Graf, Xiangyu Zhang, Ahmed S. Zamzam, Kyri Baker, Jennifer King
Learning-Accelerated ADMM for Distributed DC Optimal Power Flow. IEEE Control. Syst. Lett. 6 (2022)
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Bergés
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. e-Energy (2021)
My H. Dinh, Ferdinando Fioretto, Mostafa Mohammadian, Kyri Baker
Towards Understanding the Unreasonable Effectiveness of Learning AC-OPF Solutions. CoRR (2021)
David Biagioni, Peter A. Graf, Xiangyu Zhang, Ahmed S. Zamzam, Kyri Baker, Jennifer King
Learning-Accelerated ADMM for Distributed DC Optimal Power Flow. ACC (2021)
Aisling Pigott, Constance Crozier, Kyri Baker, Zoltan Nagy
GridLearn: Multiagent Reinforcement Learning for Grid-Aware Building Energy Management. CoRR (2021)
Trager Joswig-Jones, Kyri Baker, Ahmed S. Zamzam
OPF-Learn: An Open-Source Framework for Creating Representative AC Optimal Power Flow Datasets. CoRR (2021)
Kyri Baker
Solutions of DC OPF are Never AC Feasible. e-Energy (2021)
Bingqing Chen, Priya L. Donti, Kyri Baker, J. Zico Kolter, Mario Berges
Enforcing Policy Feasibility Constraints through Differentiable Projection for Energy Optimization. CoRR (2021)
Ahmed S. Zamzam, Kyri Baker
Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow. SmartGridComm (2020)
Jun-Xing Chin, Kyri Baker, Gabriela Hug
Consumer Privacy Protection using Flexible Thermal Loads. CoRR (2020)
Yangyang Fu, Xu Han, Jessica Stershic, Wangda Zuo, Kyri Baker, Jianming Lian
Multi-stage Power Scheduling Framework for Data Center with Chilled Water Storage in Energy and Regulation Markets. CoRR (2020)
Kaitlyn Garifi, Kyri Baker, Dane Christensen, Behrouz Touri
Convex Relaxation of Grid-Connected Energy Storage System Models With Complementarity Constraints in DC OPF. IEEE Trans. Smart Grid 11 (5) (2020)
Kaitlyn Garifi, Kyri Baker
Considering Integer Chance Constraints for Enforcing Flexible Line Flow Ratings. ACC (2020)
Kyri Baker, Andrey Bernstein
Joint Chance Constraints in AC Optimal Power Flow: Improving Bounds Through Learning. IEEE Trans. Smart Grid 10 (6) (2019)
Kyri Baker
Learning Warm-Start Points For Ac Optimal Power Flow. MLSP (2019)
Ahmed S. Zamzam, Kyri Baker
Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow. CoRR (2019)
Shantanu Chakraborty, Remco A. Verzijlbergh, Zofia Lukszo, Milos Cvetkovic, Kyri Baker
The Role of Demand-Side Flexibility in Hedging Electricity Price Volatility in Distribution Grids. ISGT (2019)
Kyri Baker, Andrey Bernstein
Joint Chance Constraints Reduction Through Learning in Active Distribution Networks. GlobalSIP (2018)
Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers
Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization. ACC (2018)
Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers
Data-based Distributionally Robust Stochastic Optimal Power Flow, Part II: Case studies. CoRR (2018)
Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers
Data-based Distributionally Robust Stochastic Optimal Power Flow, Part I: Methodologies. CoRR (2018)
Yi Guo, Kyri Baker, Emiliano Dall'Anese, Zechun Hu, Tyler H. Summers
Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization. CoRR (2017)
Kyri Baker, Andrey Bernstein, Changhong Zhao, Emiliano Dall'Anese
Network-cognizant design of decentralized Volt/VAR controllers. ISGT (2017)
Xinyang Zhou, Emiliano Dall'Anese, Lijun Chen, Kyri Baker
Incentive-based voltage regulation in distribution networks. ACC (2017)
Xin Jin, Kyri Baker, Steven Isley, Dane Christensen
User-preference-driven model predictive control of residential building loads and battery storage for demand response. ACC (2017)
Bryan Palmintier, Elaine Hale, Bri-Mathias S. Hodge, Kyri Baker, Timothy M. Hansen
Experiences integrating transmission and distribution simulations for DERs with the Integrated Grid Modeling System (IGMS). PSCC (2016)
Dane Christensen, Steven Isley, Kyri Baker, Xin Jin, Patricia Aloise-Young, Rahul Kadavil, Siddharth Suryanarayanan
Homeowner Preference Elicitation: A Multi-Method Comparison: Poster Abstract. BuildSys@SenSys (2016)
Kyri Baker, Xin Jin, Deepthi Vaidhynathan, Wesley B. Jones, Dane Christensen, Bethany Sparn, Jason Woods, Harry Sorensen, Monte Lunacek
Frequency Regulation Services from Connected Residential Devices: Short Paper. BuildSys@SenSys (2016)
Kyri Baker, Junyao Guo, Gabriela Hug, Xin Li
Distributed MPC for Efficient Coordination of Storage and Renewable Energy Sources Across Control Areas. IEEE Trans. Smart Grid 7 (2) (2016)
Emiliano Dall'Anese, Kyri Baker, Tyler H. Summers
Optimal power flow for distribution systems under uncertain forecasts. CDC (2016)