基于Gamma过程加速退化试验的优化设计

Optimal Design of Accelerated Degradation Test based on Gamma Process Models

  • 摘要: 本文研究了基于Gamma过程恒定应力加速退化试验的优化设计问题. 在D-最优和V-最优为准则下, 确定了试验最优应力和各个应力下所分配的最优比例数. 广义等价性定理被用来确保最优点的全局最优性. 另外我们还研究了其平衡试验. 最后, 通过一个例子说明本文所提的方法, 同时通过敏感性分析研究了优化点的稳键性.

     

    Abstract: In this paper, optimal constant-stress accelerated degradation test plans are developed under the assumption that the degradation characteristic follows a Gamma processes. The test stress levels and the proportion of units allocated to each stress level are determined by D-criterion and V-criterion. The general equivalence theorem (GET) is used to verify that the optimized test plans are globally optimum. In addition, compromise test plans are also studied. Finally, an example is provided to illustrate the proposed method and a sensitivity analysis is conducted to investigate the robustness of optimal plans.

     

/

返回文章
返回