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- Title
RESEARCH ON DATA TRANSMISSION AND ENERGY CONSUMPTION OPTIMIZATION IN STEEL PLANT TERMINAL NETWORKS BASED ON IMPROVED SEP PROTOCOL.
- Authors
BAI, J. J.; ZHAO, Y.; Liu, D. C.; YAN, Y. N.; CHEN, X. B.; SUN, Y. X.
- Abstract
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.
- Subjects
STEEL mills; DATA transmission systems; ENERGY consumption; PARTICLE swarm optimization; ENERGY conservation; K-means clustering
- Publication
Metalurgija, 2024, Vol 63, Issue 3/4, p353
- ISSN
0543-5846
- Publication type
Article