Research on Construction Method of Data-Driven Equipment Effectiveness Evaluation Model

Authors

Yingbo Lu, Shanghai Electro-Mechanical Engineering Institute, Shanghai 201109, China;
Xiaochao Qian, Shanghai Electro-Mechanical Engineering Institute, Shanghai 201109, China;
Chen Wei, Shanghai Electro-Mechanical Engineering Institute, Shanghai 201109, China;
He Shu, Shanghai Electro-Mechanical Engineering Institute, Shanghai 201109, China;
Zhifeng Lu, Shanghai Electro-Mechanical Engineering Institute, Shanghai 201109, China;

Abstract

Abstract: The problem of weapon equipment effectiveness evaluation is complex and nonlinear. However, the analytical method cannot empower evaluation index objectively or establish the mathematical model accurately. This paper proposes a data-driven evaluation model construction method. We introduce meta-model technology like GA-BP algorithm to construct effectiveness evaluation model, which can mine relationships and weights between indicators objectively. We take the interception effectiveness evaluation of a certain type of air defense missile weapon system as an example to verify the feasibility of this method. The method is helpful to optimize technical indicators and predict effectiveness rapidly.

Recommended Citation

Lu, Yingbo; Qian, Xiaochao; Wei, Chen; Shu, He; and Lu, Zhifeng (2019) "Research on Construction Method of Data-Driven Equipment Effectiveness Evaluation Model," Journal of System Simulation: Vol. 30: Iss. 12, Article 12.
DOI: 10.16182/j.issn1004731x.joss.201812012
Available at: https://dc-china-simulation.researchcommons.org/journal/vol30/iss12/12

First Page

4587

Revised Date

2018-08-17

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.201812012

Last Page

4595

CLC

TP391.9

Recommended Citation

Lu Yingbo, Qian Xiaochao, Chen Wei, He Shu, Lu Zhifeng. Research on Construction Method of Data-Driven Equipment Effectiveness Evaluation Model[J]. Journal of System Simulation, 2018, 30(12): 4587-4595.

DOI

10.16182/j.issn1004731x.joss.201812012