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Towards swarm optimization techniques for power communication systems and smart grid environments.

Authors :
Liu, Yongchao
Zhang, Tao
Li, Wenfang
Cheng, Tingting
Zhang, Yaping
Source :
Journal of High Speed Networks; 2023, Vol. 29 Issue 3, p237-249, 13p
Publication Year :
2023

Abstract

Today, continuous technical and emerging advances between power communication systems and smart grids and applying swarm intelligence have increased for data sharing and analytics in our life. On the other side, Internet of things (IoT) has important key role to establish constructive interactions between smart devices and smart grid and power communication applications. For enhancing data transformation and improvements of multi-objective Quality of Service (QoS) factors, Swarm Optimization Techniques (SOT) are applied simultaneously in a cooperative smart environment to solve NP-hard problems. This paper provides a comprehensive analysis to address a new technical taxonomy and categorization of existing SOT-based smart grid applications in power communication systems in the IoT. Also, existing service and resource management case studies on smart grids and power communication systems are briefly analyzed and discussed. Existing evaluation factors on smart grid applications using SOT are represented. Possible advantages and weaknesses of each category are discussed with respect to new challenges and open research directions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09266801
Volume :
29
Issue :
3
Database :
Complementary Index
Journal :
Journal of High Speed Networks
Publication Type :
Academic Journal
Accession number :
170719078
Full Text :
https://doi.org/10.3233/JHS-222080