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Research on data transmission and energy consumption optimization in steel plant terminal networks based on improved sep protocol

J. J. Bai ; School of Electronic and Information Engineering, University of Science and Technology Liaoning, China; Liaoning Communications Administration, Shenyang 110036, China
Y. Zhao ; School of Management, Anshan Normal University, China
D. C. Liu ; China Mobile Group Liaoning Co., Ltd.
Y. N. Yan ; Xuanya Yike Technology Co., Ltd.
X. B. Chen orcid id orcid.org/0000-0001-6799-7667 ; School of Electronic and Information Engineering, University of Science and Technology Liaoning, China *
Y. X. Sun ; School of Electronic and Information Engineering, University of Science and Technology Liaoning, China

* Dopisni autor.


Puni tekst: engleski pdf 1.610 Kb

str. 353-356

preuzimanja: 262

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Sažetak

In steel plants with harsh conditions, numerous devices equipped with wireless sensors generate vast data and high energy consumption. Our study introduces the optimized PK-SEP algorithm, enhancing the Stable Election Protocol (SEP) and traditional K-means clustering with the elbow method and particle swarm optimization. This approach, tailored for large-scale WSNs in steel plants, effectively extends network lifespan, conserves energy, and improves data throughput, offering a viable solution for energy issues in WSNs and potentially boosting steel production efficiency and sustainability.

Ključne riječi

steel plant; energy consumption; optimization; wireless sensor network; SEP protocol

Hrčak ID:

315672

URI

https://hrcak.srce.hr/315672

Datum izdavanja:

1.7.2024.

Posjeta: 716 *