Evaluation method for communication equipment health status based on dynamic composite weights

X. Yang; J. Huang; Y. Liang; H. Zhang; P. Xie; X. Gao; Y. Wang; Y. Zhao; T. Bao; Y. Ning; J. Zhang

doi:10.1117/12.3021353

18 March 2024 Evaluation method for communication equipment health status based on dynamic composite weights

X. Yang, J. Huang, Y. Liang, H. Zhang, P. Xie, X. Gao, Y. Wang, Y. Zhao, T. Bao, Y. Ning, J. Zhang

Proceedings Volume 13104, Advanced Fiber Laser Conference (AFL2023); 131040P (2024) https://doi.org/10.1117/12.3021353
Event: Advanced Fiber Laser Conference (AFL2023), 2023, Shenzhen, China

Abstract

To address the health status assessment of communication equipment under various uncertainty factors, a novel evaluation method for communication equipment health status has been developed, considering the significance of equipment metrics comprehensively. This framework integrates the subjective Analytic Hierarchy Process (AHP) and the objective Criteria Importance Through Intercriteria Correlation (CRITIC) method to determine the weighting of assessment metrics. Furthermore, a method for dynamically adjusting metric weights based on data volatility is proposed, thereby circumventing the issue of inaccurate assessments stemming from metric data fluctuations when encountering equipment instability. Empirical testing demonstrates the practical utility of this approach in accurately assessing the health status of communication equipment.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

X. Yang, J. Huang, Y. Liang, H. Zhang, P. Xie, X. Gao, Y. Wang, Y. Zhao, T. Bao, Y. Ning, and J. Zhang "Evaluation method for communication equipment health status based on dynamic composite weights", Proc. SPIE 13104, Advanced Fiber Laser Conference (AFL2023), 131040P (18 March 2024); https://doi.org/10.1117/12.3021353

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