National Science Foundation Project Page





Publications:

Supported by 1839378 (ODU)/1839387 (UVM)

  1. W. S. Gray, G. S. Venkatesh, and L. A. Duffaut Espinosa, Discrete-time Chen Series for Time Discretization and Machine Learning, Proc. 53rd Conference on Information Sciences and Systems, Baltimore, Maryland, 2019.

  2. W. S. Gray, G. S. Venkatesh, and L. A. Duffaut Espinosa, Combining Learning and Model Based Control: Case Study for Single-Input Lotka-Volterra System, Proc. 2019 American Control Conference, Philadelphia, Pennsylvania, 2019, pp. 928-933.

  3. G. S. Venkatesh, W. S. Gray, and L. A. Duffaut Espinosa, Combining Learning and Model Based Multivariable Control, Proc. 58th IEEE Conference on Decision and Control, Nice, France, 2019, pp. 1013-1018.

  4. W.S. Gray, G. S. Venkatesh, and L. A. Duffaut Espinosa, Nonlinear System Identification for Multivariable Control via Discrete-Time Chen-Fliess Series, Automatica, vol. 119, September, 2020, article 109085 (9 pages) arxiv pre-print.

  5. L. A. Duffaut Espinosa, W. S. Gray, and G. S. Venkatesh, Learning Control for Voltage and Frequency Regulation of an Infinite Bus System, Proc. 24st International Conference on System Theory, Control and Computing, Sinaia, Romania, 2020, pp. 800-806.

Supported by 1839378 (ODU)

  1. W. S. Gray and G. S. Venkatesh, Relative Degree of Interconnected SISO Nonlinear Control Systems, Systems and Control Letters, vol. 124, February 2019, pp. 99-105.

  2. W. S. Gray, Flat Outputs in Terms of SISO Operator Compositions, Proc. 58th IEEE Conference on Decision and Control, Nice, France, 2019, pp. 8036-8041.

  3. W. S. Gray and G. S. Venkatesh, Relative Degree of Interconnected G. S. Venkatesh and W. S. Gray, Shuffle-Rational Series: Recognizability and Realizations, Proc. 24st International Conference on System Theory, Control and Computing, Sinaia, Romania, 2020, pp. 404-411.

  4. W. S. Gray and G. S. Venkatesh, Relative Degree of Interconnected W. S. Gray, Nonlinear Matched Filters via Chen-Fliess Series, Proc. 59th IEEE Conference on Decision and Control, Jeju Island, Republic of Korea, 2020, pp. 4796-4801.

  5. W. S. Gray and K. Ebrahimi-Fard, Generating Series for Networks of Chen-Fliess Series, Systems and Control Letters, vol. 147, no. 1, January, 2021, article 104827 (8 pages).

  6. W. S. Gray (with R. Dahmen and A. Schmeding), Sequences of Chen-Fliess Series in Identification and Machine Learning, Proc. 24th International Symposium on Mathematical Theory of Networks and Systems, Cambridge, UK, 2021, to appear.

  7. G. S. Venkatesh and W. S. Gray, Formal Power Series Approach to Nonlinear Systems with Static Output Feedback, Proc. 24th International Symposium on Mathematical Theory of Networks and Systems, Cambridge, UK, 2021, to appear.

Supported by 1839387 (UVM)

  1. L. A. Duffaut Espinosa, and M. Almassalkhi, A Packetized Energy Management Macromodel with Quality of Service Guarantees for Demand-Side Resources, IEEE Transactions on Power Systems, vol. 35, no. 5, 2020, pp. 3660-3670.

  2. L. A. Duffaut Espinosa, M. Almassalkhi, and Adil Khurram, Reference-Tracking Control Policies for Packetized Coordination of Heterogeneous DER Populations, IEEE Transactions on Control Systems Technology, 2020, to appear.

  3. A. Khurram, R. Malhame, L. A. Duffaut Espinosa and M. Almassalkhi, Identification of Water Demand Process of Electric Water Heaters from Energy Measurements, Journal Electric Power Systems Research, vol. 189, 2020, 106625

  4. H. Mavalizadeh, L. A. Duffaut Espinosa and M. Almassalkhi, Decentralized Frequency Control using Packet-based Energy Coordination, 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, Tempe, Arizona, 2020.

  5. L. A. Duffaut Espinosa, A. Khurram and M. Almassalkhi, A Virtual Battery Model for Packetized Energy Management, 59th IEEE Conference on Decision and Control, Jeju Island, Republic of Korea, 2020, pp. 42-48.



    Updated: 12/24/20