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Article

Synergism of Fuzzy Leaky Bucket with Virtual Buffer for Large Scale Social Driven Energy Allocation in Emergencies in Smart City Zones

by
Miltiadis Alamaniotis
1,* and
Michail Alexiou
2
1
Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
2
Department of Computer Science, Kennesaw State University, Marietta, GA 30060, USA
*
Author to whom correspondence should be addressed.
Electronics 2024, 13(4), 762; https://doi.org/10.3390/electronics13040762
Submission received: 21 November 2023 / Revised: 10 February 2024 / Accepted: 11 February 2024 / Published: 14 February 2024
(This article belongs to the Special Issue Big Data and Large-Scale Data Processing Applications)

Abstract

Smart cities can be viewed as expansive systems that optimize operational quality and deliver a range of services, particularly in the realm of energy management. Identifying energy zones within smart cities marks an initial step towards ensuring equitable energy distribution driven by factors beyond energy considerations. This study introduces a socially oriented methodology for energy allocation during emergencies, implemented at the zone level to address justice concerns. The proposed method integrates a fuzzy leaky bucket model with an energy virtual buffer, leveraging extensive data from diverse city zones to allocate energy resources during emergent situations. By employing fuzzy sets and rules, the leaky bucket mechanism distributes buffered energy to zones, aiming to maximize energy utilization while promoting social justice principles. Evaluation of the approach utilizes consumption data from simulated smart city zones during energy-constrained emergencies, comparing it against a uniform allocation method. Results demonstrate the socially equitable allocation facilitated by the proposed methodology.
Keywords: fuzzy logic; leaky bucket; smart city; city zones; energy allocation; emergencies fuzzy logic; leaky bucket; smart city; city zones; energy allocation; emergencies

Share and Cite

MDPI and ACS Style

Alamaniotis, M.; Alexiou, M. Synergism of Fuzzy Leaky Bucket with Virtual Buffer for Large Scale Social Driven Energy Allocation in Emergencies in Smart City Zones. Electronics 2024, 13, 762. https://doi.org/10.3390/electronics13040762

AMA Style

Alamaniotis M, Alexiou M. Synergism of Fuzzy Leaky Bucket with Virtual Buffer for Large Scale Social Driven Energy Allocation in Emergencies in Smart City Zones. Electronics. 2024; 13(4):762. https://doi.org/10.3390/electronics13040762

Chicago/Turabian Style

Alamaniotis, Miltiadis, and Michail Alexiou. 2024. "Synergism of Fuzzy Leaky Bucket with Virtual Buffer for Large Scale Social Driven Energy Allocation in Emergencies in Smart City Zones" Electronics 13, no. 4: 762. https://doi.org/10.3390/electronics13040762

APA Style

Alamaniotis, M., & Alexiou, M. (2024). Synergism of Fuzzy Leaky Bucket with Virtual Buffer for Large Scale Social Driven Energy Allocation in Emergencies in Smart City Zones. Electronics, 13(4), 762. https://doi.org/10.3390/electronics13040762

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