| 张生鹏,马小兵,刘浩然,李宏民.导弹产品贮存寿命多源信息融合评估技术综述[J].装备环境工程,2023,20(10):39-46. ZHANG Sheng-peng,MA Xiao-bing,LIU Hao-ran,LI Hong-min.A Review on Multi-source Information Fusion Evaluation Techniques for Missile Products Storage Life[J].Equipment Environmental Engineering,2023,20(10):39-46. |
| 导弹产品贮存寿命多源信息融合评估技术综述 |
| A Review on Multi-source Information Fusion Evaluation Techniques for Missile Products Storage Life |
| 投稿时间：2023-09-14 修订日期：2023-10-08 |
| DOI：10.7643/issn.1672-9242.2023.10.005 |
| 中文关键词: 导弹产品 贮存寿命 多源信息 融合评估 功能模型 融合层次 算法模型中图分类号:TG760.89 文献标识码:A 文章编号:1672-9242(2023)10-0039-08 |
| 英文关键词:missile products storage life multi-source information fusion evaluation functional model fusion hierarchy algorithm model |
| 基金项目: |
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| Author | Institution |
| ZHANG Sheng-peng | School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China;Aerospace Science and Technology Defense Technology Research and Experiment Center, Beijing 100854, China |
| MA Xiao-bing | School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China |
| LIU Hao-ran | School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China |
| LI Hong-min | School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China;Aerospace Science and Technology Defense Technology Research and Experiment Center, Beijing 100854, China |
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| 中文摘要: |
| 面向综合利用导弹产品贮存寿命多源信息的迫切需求，从导弹贮存寿命多源信息的来源、特点、融合模型等3方面进行了综述。分析了导弹产品贮存寿命信息的来源，介绍了自然贮存试验信息、加速贮存试验信息、贮存寿命设计信息的组成内容及优缺点。阐述了导弹贮存寿命多源信息的阶段性、层次性和多源性的特点。对贮存寿命多源信息融合的功能模型、融合层次与算法模型，对加权平均法、贝叶斯融合法、神经网络法、D-S证据理论等方面的应用研究进行了总结。随后，提出了贮存寿命多源信息融合功能模型，涵盖信息源、单元信息融合、系统信息融合、辅助支持系统等模块。最后，针对当前贮存寿命多源信息融合技术研究存在的问题，对未来研究方向进行了展望。 |
| 英文摘要: |
| In response to the urgent need to comprehensively utilize multi-source information of missile product storage life, the sources, characteristics, and fusion models of multi-source information of missile storage life have been reviewed. The sources of storage life information for missile products are analyzed, and the composition and advantages and disadvantages of natural storage test information, accelerated storage test information, and storage life design information are introduced. The characteristics of multi-stage, hierarchical, and multi-source information of missile storage life are elaborated. The functional model, fusion hierarchy, and algorithm model of multi-source information fusion for storage life have been studied, and the application research of weighted average method, Bayesian fusion method, neural network method, Dempster-Shafer envidence theory, etc. has been summarized. Subsequently, a storage life multi-source information fusion functional model was proposed, covering modules such as information source, unit information fusion, system information fusion, and auxiliary support system. Finally, in response to the existing problems in the current research on multi-source information fusion technology for storage life, future research directions are prospected. |
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