BS in Electrical and Computer Engineering, Carnegie Mellon University, 2009
MS in Electrical and Computer Engineering, Carnegie Mellon University, 2010
PhD in Electrical and Computer Engineering, Carnegie Mellon University, 2014
Interests
Power Systems
Smart Grid
Renewable Energy
Building-to-Grid Optimization
Stochastic and Distributed Optimization
Selected Publications
K. Baker and A. Bernstein, "Joint Chance Constraints Reductions through Learning in Active Distribution Networks," IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Invited Paper), Anaheim, CA, 2018.
K. Garifi, K. Baker, B. Touri, and D. Christensen, "Stochastic Model Predictive Control for Demand Response in a Home Energy Management System," IEEE Power and Energy Society General Meeting, Portland, OR, 2018.
K. Baker and K. Garifi, "Power Signature Obfuscation using Flexible Building Loads," 4th International Workshop on Non-Intrusive Load Monitoring, [Best Paper Award Honorable Mention], Austin, TX, 2018.
N. Glascock, B. Huber, C. Cantrall, W. Evonosky, E. Robinson, B. Dharmadasa, and K. Baker, "MAFSA: Mars Autonomous and Foldable Solar Array," New Space, to appear, 2018.
K. Baker, A. Bernstein, E. Dall'Anese, and C. Zhao, "Network-Cognizant Voltage Droop Control for Distribution Grids," IEEE Transactions on Power Systems, Vol. 33, No. 2, pp 2098-2108, Mar 2018.
X. Jin, K. Baker, D. Christensen, and S. Isley, "ForeseeTM: A User-Centric Home Energy Management System for Energy Eciency and Demand Response," Applied Energy, Vol. 205, pp 1583-1595, Nov 2017.
E. Dall'Anese, K. Baker, and T.H. Summers, "Chance-Constrained AC Optimal Power Flow for Distribution Systems with Renewables," IEEE Transactions on Power Systems, Vol. 32, No. 5, pp 3427-3438, Sep 2017.
K. Baker and B. Toomey, "Efficient Relaxations for Joint Chance Constrained AC OPF," Electric Power Systems Research, 148 (2017), pp. 230-236.
K. Baker, G. Hug, and X. Li, "Energy Storage Sizing Taking into Account Wind Forecast Uncertainties," IEEE Transactions on Sustainable Energy, Vol. 8, No. 1, pp. 331-340, Jan 2017.
K. Baker, G. Hug, and X. Li, "Distributed MPC for Ecient Coordination of Storage and Renewable Energy Sources across Control Areas," IEEE Transactions on Smart Grid, Special Issue on Distributed Energy Management Systems, Vol. 7, No. 2, pp. 992-1001, Mar. 2016.