IEEE Consumer Electronics Magazine - January/February 2024 - 91
Theme Article: Special Section on Security and
Privacy-Aware Emerging Computing
AI-Based Electricity Grid
Management for
Sustainability, Reliability,
and Security
Jia-Hao Syu
National Taiwan University
Jerry Chun-Wei Lin
Western Norway University of Applied Sciences
Abstract-Greenhousegasemissions are critical issues formankind, especially fromthe
viewpoint of electricityconsumption. Thesmart grid is anemerging issue in terms of
efficiency, sustainability, reliability, andsecurity. This article proposesaconcept for anAIbased
electricitymanagement systemthat includes prediction, anomalydetection, grid
management, andmarket equalizationmodules. Thepredictionmodule predictselectricity
supplyanddemand, andtheanomaly detectionmodule detects potential attacksand
failures for securityconsiderations. Basedonpredictionanddetection, the grid
managementmoduledeterminessustainablesubsidiesand reliable operatingreserve.
Finally, themarketequilibriummodel balanceselectricity supply anddemand.
& ACCORDING TO the European Climate Law,a
greenhouse gas emissions must be reduced by
a
[Online]. Available: https://ec.europa.eu/clima/eu-action/european-greendeal/european-climate-law_en
Digital
Object Identifier 10.1109/MCE.2023.3264884
Date ofpublication 5 April 2023; date ofcurrent version 13
October 2023.
55% by 2030 as an interim target, and net zero
emissions must be achieved by 2050. Among the
sources of greenhouse gas emissions, electricity
generation is a major contributor, accounting for
approximately 25% in the United States in 2020.b
As a result, managing electricity generation is a
b
[Online]. Available: https://www.epa.gov/ghgemissions/sources-greenhousegas-emissions
Gautam
Srivastava
Brandon University
January/February 2024
Published by the IEEE Consumer Technology Society
2162-2248 ß 2023 IEEE
91
https://ec.europa.eu/clima/eu-action/european-green-deal/european-climate-law_en
https://ec.europa.eu/clima/eu-action/european-green-deal/european-climate-law_en
https://www.epa.gov/ghgemissions/sources-greenhouse-gas-emissions
https://www.epa.gov/ghgemissions/sources-greenhouse-gas-emissions
IEEE Consumer Electronics Magazine - January/February 2024
Table of Contents for the Digital Edition of IEEE Consumer Electronics Magazine - January/February 2024
Contents
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