| 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 | 80 | 2020 |
| Feedback stabilization using Koopman operator B Huang, X Ma, U Vaidya 2018 IEEE Conference on Decision and Control (CDC), 6434-6439, 2018 | 62 | 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 | 49 | 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 | 38 | 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 | 36 | 2013 |
| Optimal quadratic regulation of nonlinear system using koopman operator X Ma, B Huang, U Vaidya 2019 American Control Conference (ACC), 4911-4916, 2019 | 29 | 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 | 28 | 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 | 23 | 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 | 21 | 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 | 18 | 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 | 18 | 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 | 18 | 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 | 17 | 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 | 13 | 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 | 10 | 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 | 9 | 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 | 8 | 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 | 6 | 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 | 5 | 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 | 5 | 2013 |
Di WuChief Research Engineer, Pacific Northwest National LaboratoryVerified email at pnnl.gov
