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Distributed Control and Efficient Optimization Methods for Smart Grid

Lavaei, Javad and Low, Steven and Baldick, Ross and Zhang, Baosen and Molzahn, Daniel and Dörfler, Florian and Sandberg, Henrik (2017) Distributed Control and Efficient Optimization Methods for Smart Grid. IEEE Transactions on Smart Grid, 8 (6). pp. 2939-2940. ISSN 1949-3053. https://resolver.caltech.edu/CaltechAUTHORS:20171109-112814794

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Abstract

Smart grid proactively uses the state-of-the-art technologies in communications, computing, and control to improve efficiency, reliability, sustainability, and stability of the electrical grid. In particular, distribution networks are expected to undergo dramatic changes by incorporating a large number of sensors and thousands of controllable devices such as distributed generators, batteries and flexible loads. To be able to efficiently operate such complex large-scale systems, new sets of control and optimization tools should be developed. On a slow time scale, optimization theory plays a major role in solving various large-scale decision-making problems for future power transmission and distribution systems. One major challenge is the design of computational methods for handling fairly detailed power system models that often include continuous and discrete nonlinearities. It is also important to develop distributed computation techniques to shift the computation from a centralized platform to many computing devices.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/TSG.2017.2758907DOIArticle
http://ieeexplore.ieee.org/document/8075192/PublisherArticle
ORCID:
AuthorORCID
Low, Steven0000-0001-6476-3048
Additional Information:© 2017 IEEE.
Issue or Number:6
Record Number:CaltechAUTHORS:20171109-112814794
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20171109-112814794
Official Citation:J. Lavaei et al., "Guest Editorial Distributed Control and Efficient Optimization Methods for Smart Grid," in IEEE Transactions on Smart Grid, vol. 8, no. 6, pp. 2939-2940, Nov. 2017. doi: 10.1109/TSG.2017.2758907 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8075192&isnumber=8075182
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:83106
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:09 Nov 2017 22:43
Last Modified:03 Oct 2019 19:02

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