量产汽车发电机组技术特性稳定性评定蒙特卡罗方法的计算与统计实验

V. Kozlovsky, V. Lysov, D. Antipov, V. Ermakov, D. Skripnuk
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引用次数: 7

摘要

本文介绍了用蒙特卡罗方法进行计算统计实验,评估汽车发电装置在批量生产中的技术特性稳定性。该算法计算随机选择的一批发电机的性能稳定性。蒙特卡罗方法是根据一定的形式化方案对参数进行多次计算,这是对这一过程的数学描述。所研究的过程是确定制造尺寸参数时的技术误差对发电机电磁特性的影响,这些参数服从某些统计分布规律
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Calculation and Statistical Experiment on the Monte Carlo Method when Assessing the Stability of the Technical Characteristics of the Automobile Generator Set in Mass Production
The article is devoted to the use of a computational statistical experiment using the Monte Carlo method when assessing the stability of the technical characteristics of an automobile generating installation in mass production. The algorithm calculates the stability of the performance of a batch of generators selected at random. The Monte-Carlo method consists in the multiple calculation of parameters according to a certain formalized scheme, which is the mathematical description of this process. The process under study is to determine the effect of technological errors in the manufacture of dimensional parameters, subject to certain statistical laws of distribution, on the electromagnetic characteristics of the generator
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