An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System
To solve the key problems of strong infrared radiation, poor continuous combat capability of the system, serious ablation of the launching device, and environmental pollution during missile launch, electromagnetic launch system (EMLS) has been studied for missile launching tasks. Since most of the c...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/9173758/ |
| _version_ | 1798002028188794880 |
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| author | Qiaoyang Li Guiming Chen Lingliang Xu Zhiqiang Lin Liyao Zhou |
| author_facet | Qiaoyang Li Guiming Chen Lingliang Xu Zhiqiang Lin Liyao Zhou |
| author_sort | Qiaoyang Li |
| collection | DOAJ |
| description | To solve the key problems of strong infrared radiation, poor continuous combat capability of the system, serious ablation of the launching device, and environmental pollution during missile launch, electromagnetic launch system (EMLS) has been studied for missile launching tasks. Since most of the current research is aimed at the key technologies and there is a lack of evaluation and balance of the entire system, the effectiveness of the missile electromagnetic launch system (MEMLS) needs to be evaluated. To solve the shortcomings of the existing effectiveness evaluation model, this paper establishes an improved model for effectiveness evaluation. The new model takes the availability-dependability-capability (ADC) model as the basic evaluation framework. The <inline-formula> <tex-math notation="LaTeX">$L_{20}(2^{19})$ </tex-math></inline-formula> orthogonal table is constructed by using the orthogonal design idea without interaction. On the basis of quantifying and normalizing the indicators, different weighting methods are adopted according to the different characteristics of the two level indicators. The improved combination weighting model of game theory (ICWGT) is used to obtain the combined weights for indicators of each level. To coordinate the incompleteness, ambiguity, and randomness of the information, and at the same time meet the requirements of flexible numerical feature values, the asymmetric gray cloud model (AGCM) is used to determine the evaluation level and evaluation value of the inherent capability <inline-formula> <tex-math notation="LaTeX">$\boldsymbol {C}$ </tex-math></inline-formula>. On the basis of calculating the effectiveness evaluation value of each scheme by ADC model, the significance of each capability indicator of MEMLS was analyzed by variance analysis method. The conclusions obtained are consistent with the actual situation, which verifies the effectiveness of the model. |
| first_indexed | 2024-04-11T11:45:42Z |
| format | Article |
| id | doaj.art-9f86f9bbf8c84b67b83350d898df640f |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-11T11:45:42Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-9f86f9bbf8c84b67b83350d898df640f2022-12-22T04:25:37ZengIEEEIEEE Access2169-35362020-01-01815661515663310.1109/ACCESS.2020.30184479173758An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch SystemQiaoyang Li0https://orcid.org/0000-0001-7942-9982Guiming Chen1Lingliang Xu2https://orcid.org/0000-0003-0766-2958Zhiqiang Lin3Liyao Zhou4Xi’an Research Institute of High-Technology, Xi’an, ChinaXi’an Research Institute of High-Technology, Xi’an, ChinaXi’an Research Institute of High-Technology, Xi’an, ChinaXi’an Research Institute of High-Technology, Xi’an, ChinaXi’an Research Institute of High-Technology, Xi’an, ChinaTo solve the key problems of strong infrared radiation, poor continuous combat capability of the system, serious ablation of the launching device, and environmental pollution during missile launch, electromagnetic launch system (EMLS) has been studied for missile launching tasks. Since most of the current research is aimed at the key technologies and there is a lack of evaluation and balance of the entire system, the effectiveness of the missile electromagnetic launch system (MEMLS) needs to be evaluated. To solve the shortcomings of the existing effectiveness evaluation model, this paper establishes an improved model for effectiveness evaluation. The new model takes the availability-dependability-capability (ADC) model as the basic evaluation framework. The <inline-formula> <tex-math notation="LaTeX">$L_{20}(2^{19})$ </tex-math></inline-formula> orthogonal table is constructed by using the orthogonal design idea without interaction. On the basis of quantifying and normalizing the indicators, different weighting methods are adopted according to the different characteristics of the two level indicators. The improved combination weighting model of game theory (ICWGT) is used to obtain the combined weights for indicators of each level. To coordinate the incompleteness, ambiguity, and randomness of the information, and at the same time meet the requirements of flexible numerical feature values, the asymmetric gray cloud model (AGCM) is used to determine the evaluation level and evaluation value of the inherent capability <inline-formula> <tex-math notation="LaTeX">$\boldsymbol {C}$ </tex-math></inline-formula>. On the basis of calculating the effectiveness evaluation value of each scheme by ADC model, the significance of each capability indicator of MEMLS was analyzed by variance analysis method. The conclusions obtained are consistent with the actual situation, which verifies the effectiveness of the model.https://ieeexplore.ieee.org/document/9173758/Missile electromagnetic launch system (MEMLS)effectiveness evaluationavailability-dependability-capability (ADC) modelorthogonal designthe improved combination weighting model of game theory (ICWGT)asymmetric gray cloud model (AGCM) |
| spellingShingle | Qiaoyang Li Guiming Chen Lingliang Xu Zhiqiang Lin Liyao Zhou An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System IEEE Access Missile electromagnetic launch system (MEMLS) effectiveness evaluation availability-dependability-capability (ADC) model orthogonal design the improved combination weighting model of game theory (ICWGT) asymmetric gray cloud model (AGCM) |
| title | An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System |
| title_full | An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System |
| title_fullStr | An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System |
| title_full_unstemmed | An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System |
| title_short | An Improved Model for Effectiveness Evaluation of Missile Electromagnetic Launch System |
| title_sort | improved model for effectiveness evaluation of missile electromagnetic launch system |
| topic | Missile electromagnetic launch system (MEMLS) effectiveness evaluation availability-dependability-capability (ADC) model orthogonal design the improved combination weighting model of game theory (ICWGT) asymmetric gray cloud model (AGCM) |
| url | https://ieeexplore.ieee.org/document/9173758/ |
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