Xu Ma
Xu Ma
Electrical Engineer, Pacific Northwest National Laboratory (PNNL)
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Cited by
Cited by
Stochastic optimal sizing of distributed energy resources for a cost-effective and resilient microgrid
D Wu, X Ma, S Huang, T Fu, P Balducci
Energy 198, 117284, 2020
Feedback stabilization using Koopman operator
B Huang, X Ma, U Vaidya
2018 IEEE Conference on Decision and Control (CDC), 6434-6439, 2018
Simulation-based performance evaluation of model predictive control for building energy systems
S Huang, Y Lin, V Chinde, X Ma, J Lian
Applied Energy 281, 116027, 2021
Data-driven nonlinear stabilization using koopman operator
B Huang, X Ma, U Vaidya
The Koopman Operator in Systems and Control: Concepts, Methodologies, and …, 2020
A distributed continuous-time gradient dynamics approach for the active power loss minimizations
X Ma, N Elia
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
Optimal quadratic regulation of nonlinear system using koopman operator
X Ma, B Huang, U Vaidya
2019 American Control Conference (ACC), 4911-4916, 2019
Mean square performance and robust yet fragile nature of torus networked average consensus
X Ma, N Elia
IEEE Transactions on Control of Network Systems 2 (3), 216-225, 2015
Probabilistic analysis of electric vehicle energy consumption using MPC speed control and nonlinear battery model
J Chen, M Liang, X Ma
2021 IEEE Green Technologies Conference (GreenTech), 181-186, 2021
Mean square limitations of spatially invariant networked systems
N Elia, J Wang, X Ma
Control of Cyber-Physical Systems: Workshop held at Johns Hopkins University …, 2013
Optimizing pumped storage hydropower for multiple grid services
X Ma, D Wu, D Wang, B Huang, K Desomber, T Fu, M Weimar
Journal of Energy Storage 51, 104440, 2022
Modeling and optimization methods for controlling and sizing grid-connected energy storage: A review
D Wu, X Ma
Current Sustainable/Renewable Energy Reports 8, 123-130, 2021
An economic assessment of behind-the-meter photovoltaics paired with batteries on the Hawaiian Islands
D Wu, X Ma, P Balducci, D Bhatnagar
Applied Energy 286, 116550, 2021
Convergence analysis for the primal-dual gradient dynamics associated with optimal power flow problems
X Ma, N Elia
2015 European control conference (ECC), 1261-1266, 2015
Nantucket island energy storage system assessment
PJ Balducci, MJE Alam, TE McDermott, V Fotedar, X Ma, D Wu, BA Bhatti, ...
Pacific Northwest National Lab.(PNNL), Richland, WA (United States), 2019
Scheduling and control of flexible building loads for grid services based on a virtual battery model
D Wu, P Wang, X Ma, K Kalsi
IFAC-PapersOnLine 53 (2), 13333-13338, 2020
A sufficient saddle point characterization for the Lagrangian associated with general OPF problems
X Ma, N Elia
53rd IEEE Conference on Decision and Control, 1119-1124, 2014
Design and implementation of an automated microscope stage
X Ma, G An, B Li
2009 International Forum on Information Technology and Applications 1, 603-605, 2009
Optimization dynamics: A bus-level distributed approach for optimal power flows
X Ma, N Elia
IEEE Transactions on Control of Network Systems 6 (2), 642-652, 2018
Predicting peak day and peak hour of electricity demand with ensemble machine learning
T Fu, H Zhou, X Ma, ZJ Hou, D Wu
Frontiers in Energy Research 10, 944804, 2022
Mean square performance analysis for torus-networked distributed consensus under stochastic disturbances
X Ma, N Elia
52nd IEEE Conference on Decision and Control, 7241-7246, 2013
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