| 冯士超,万正权,李艳青.基于重要抽样法的耐压球壳可靠性计算方法研究[J].装备环境工程,2023,20(9):51-57. FENG Shi-chao,WAN Zheng-quan,LI Yan-qing.Reliability Calculation Method of Pressure Resistant Spherical Shell Based on Importance Sampling Method[J].Equipment Environmental Engineering,2023,20(9):51-57. |
| 基于重要抽样法的耐压球壳可靠性计算方法研究 |
| Reliability Calculation Method of Pressure Resistant Spherical Shell Based on Importance Sampling Method |
| 投稿时间：2023-05-18 修订日期：2023-06-27 |
| DOI：10.7643/issn.1672-9242.2023.09.005 |
| 中文关键词: 耐压球壳 自适应Kriging 重要抽样法 极低失效概率 重要方向 无失效方程中图分类号:U663.2 文献标识码:A 文章编号:1672-9242(2023)09-0051-07 |
| 英文关键词:pressure resistant spherical shell adaptive Kriging importance sampling method, minimal failure probability important direction without failure equation |
| 基金项目:国家重点研发计划项目(2021YFC2802003) |
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| Author | Institution |
| FENG Shi-chao | China Ship Scientific Research Center, Jiangsu Wuxi 214082, China;Taihu Laboratory of Deepsea Technological Science, Jiangsu Wuxi 214082, China;State Key Laboratory of Deep-sea Manned Vehicles, Jiangsu Wuxi 214082, China |
| WAN Zheng-quan | China Ship Scientific Research Center, Jiangsu Wuxi 214082, China;Taihu Laboratory of Deepsea Technological Science, Jiangsu Wuxi 214082, China;State Key Laboratory of Deep-sea Manned Vehicles, Jiangsu Wuxi 214082, China |
| LI Yan-qing | China Ship Scientific Research Center, Jiangsu Wuxi 214082, China;Taihu Laboratory of Deepsea Technological Science, Jiangsu Wuxi 214082, China;State Key Laboratory of Deep-sea Manned Vehicles, Jiangsu Wuxi 214082, China |
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| 中文摘要: |
| 目的 解决耐压球壳极小失效概率的可靠性计算问题。方法 在自适应Kriging的基础上，结合重要抽样法提出耐压球壳可靠性计算方法。该方法在较大失效概率下构建的Kriging模型基础上获得重要方向，在重要方向上计算得到较低失效概率下的设计点，以设计点为中心，构建小失效概率的Kriging模型，并通过此模型采用重要抽样法开展可靠性计算。结果 分别使用提出的重要抽样法和蒙特卡洛法计算了2个算例的失效概率，计算结果表明，该方法具有较高的精度和效率。使用该方法对某耐压球壳工作载荷下的失效概率进行了计算，计算得到该球壳失效概率为4.094×10–96。结论 研究结果可为无失效方程下极低失效概率的可靠性计算问题提供参考。 |
| 英文摘要: |
| The work aims to solve the reliability calculation problem of pressure resistant spherical shells with minimal failure probability. Based on adaptive Kriging, a reliability calculation method of pressure resistant spherical shells was proposed in combination with the importance sampling method. This method mainly included obtaining important direction based on the building Kriging model of high failure probability, computing design points of the model of low failure probability, building a Kriging model of low failure probability centered on the design point, and using this model to carry out reliability calculation with the importance sampling method. The failure probability of two examples was calculated with the importance sampling method proposed in this paper and the Monte Carlo method. The calculation results showed that the method proposed in this paper had high calculation accuracy and efficiency. The method was also used to calculate the failure probability of a pressure resistant spherical shell under working load, and the failure probability was 4.094×10–96. The research can provide reference for reliability calculation of extremely low failure probability without failure equation. |
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