Metalurgija, Vol. 63 No. 3-4, 2024.
Izvorni znanstveni članak
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.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
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
Datum izdavanja:
1.7.2024.
Posjeta: 82 *