Article
Active Stabilization of Line-Regulating Converters with Constant Power Loads
Proceedings of the 49th North American Power Symposium (2017, Morgantown, WV)
Abstract
A control design procedure is described for line-regulating converters in dc microgrids and distribution systems with constant power loads. The controller is stabilized using the backpropagation through time algorithm with truncated state trajectories. A method of model discretization based on 4th order Runge-Kutta numerical integration is used to convert the nonlinear converter model into a representation the meets the requirements of the training algorithm. Simulation experiments are performed to demonstrate the controller performance in a variety of ideal and nonideal conditions.
Meeting Name
49th North American Power Symposium (2017: Sep. 17-19, Morgantown, WV)
Department(s)
Electrical and Computer Engineering
Research Center/Lab(s)
Intelligent Systems Center
Second Research Center/Lab
Center for High Performance Computing Research
Keywords and Phrases
- Backpropagation Algorithms,
- Dynamic Programming,
- Numerical Methods,
- Power Converters,
- Runge Kutta Methods,
- Back-Propagation Through Time,
- Backpropagation Through Time Algorithms,
- Controller Performance,
- Distribution Systems,
- Micro Grid,
- Non-Ideal Conditions,
- Numerical Integrations,
- Value-Gradient Learning,
- Backpropagation,
- DC Microgrids
International Standard Book Number (ISBN)
978-1538626993; 978-1538627006
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2017 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
Publication Date
9-1-2017
Publication Date
01 Sep 2017
Disciplines
Citation Information
Jacob A. Mueller, Donald C. Wunsch and Jonathan W. Kimball. "Active Stabilization of Line-Regulating Converters with Constant Power Loads" Proceedings of the 49th North American Power Symposium (2017, Morgantown, WV) (2017) Available at: http://works.bepress.com/jonathan-kimball/14/