IEEE Electrification - March 2021 - 36
By Robert Mieth, Samrat Acharya,
Ali Hassan, and Yury Dvorkin
©SHUTTERSTOCK.COM/GOPIXA
Learning-Enabled
Residential Demand
Response
Automation and security of cyberphysical demand response systems.
R
ESIDENTIAL DEMAND RESPONSE (DR) PROgrams have been validated as a viable technology to improve energy efficiency and
the reliability of electric power distribution. However, various technical and
Digital Object Identifier 10.1109/MELE.2020.3047470
Date of current version: 4 March 2021
36
I E E E E l e c t r i f i cati o n M agaz ine / MARCH 2021
organizational challenges hinder their full techno-economic potential. In practice, these challenges are related
to the small-scale, distributed, heterogeneous, and stochastic nature of residential DR resources. This article
investigates state-of-the-art online and reinforcement
learning methods that are capable of overcoming these
challenges in the context of DR pricing, scheduling,
and cybersecurity.
2325-5897/21©2021IEEE
http://www.SHUTTERSTOCK.COM/GOPIXA
IEEE Electrification - March 2021
Table of Contents for the Digital Edition of IEEE Electrification - March 2021
Contents
IEEE Electrification - March 2021 - Cover1
IEEE Electrification - March 2021 - Cover2
IEEE Electrification - March 2021 - Contents
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IEEE Electrification - March 2021 - Cover3
IEEE Electrification - March 2021 - Cover4
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