Research and design of equipment system capability comprehensive estimation technology based on multi-method fusion

Duanying Chen

doi:10.1117/12.3004146

11 October 2023 Research and design of equipment system capability comprehensive estimation technology based on multi-method fusion

Duanying Chen

Author Affiliations +

Proceedings Volume 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023); 128006F (2023) https://doi.org/10.1117/12.3004146
Event: 6th International Conference on Computer Information Science and Application Technology (CISAT 2023), 2023, Hangzhou, China

Abstract

This paper briefly introduces an equipment System Capability demonstration method based on the fusion of multiple estimation methods, with the aim of solving the problem of single and accurate estimation methods in the current equipment System Capability demonstration. This method studies the design ideas and implementation methods of the algorithm model. Construct the engineering method model based on system structural decomposition, the parameter method algorithm model based on "LS-SVM" and "PLS", and the analog method algorithm model based on fuzzy pasting progress and exponential smoothing method. Under the condition of using multiple methods for joint estimation, the Delphi method and weighted average method are used for multi-method fusion estimation to obtain more reasonable and accurate estimation results.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Duanying Chen "Research and design of equipment system capability comprehensive estimation technology based on multi-method fusion", Proc. SPIE 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), 128006F (11 October 2023); https://doi.org/10.1117/12.3004146

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KEYWORDS

Data modeling

Error analysis

Instrument modeling

Matrices

Performance modeling

Statistical analysis

Engineering

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