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Variance-Based Sensitivity Analysis and Robustness Study of Intrinsic Characteristics of Powertrain Mounting Systems
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Hankui Lu, Fuqian Nan, Linqiang Yang, Jianxin Fu, Wenhai Deng
Automotive Engineer | 2025, (1) : 1 - 9
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Automotive Engineer | 2025, (1): 1-9
• Journey of Serenity and Comfort: Special Issue on Advanced Control Technologies for Vehicle NVH •
Variance-Based Sensitivity Analysis and Robustness Study of Intrinsic Characteristics of Powertrain Mounting Systems
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Hankui Lu, Fuqian Nan, Linqiang Yang, Jianxin Fu, Wenhai Deng
Affiliations
  • Chongqing Seres Phoenix Intelligent Innovation Technology Co., Ltd., Chongqing 400041
Published: 2025-01-15 doi: 10.20104/j.cnki.1674-6546.20240111
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In order to realize the optimization of the intrinsic characteristics of the powertrain mounting system and its robustness evaluation, this paper proposed a sensitivity analysis method based on variance to find the key parameters that have a significant impact on the system performance. A multi-objective optimization model of the mounting system is constructed, which solves to obtain a reasonable deterministic optimization scheme. Meanwhile, in order to evaluate the robustness of the intrinsic characteristics of the mounting system under the uncertainty variation of the key parameters, the skewness and kurtosis are introduced, and the robustness evaluation is conducted by combining the mean value and standard deviation, and the Monte Carlo simulation method based on Latin Hypercube Sampling is used to analyze the influence of the uncertainty factors of the mounting stiffness on the robustness of the intrinsic characteristics of the mounting system. The results show that the variance-based sensitivity analysis method can not only effectively optimize the intrinsic characteristics of the mounting system and improve the optimization efficiency, but also more accurately evaluate and enhance the robustness of the system by comprehensively considering the sensitivity of the mounting stiffness.

Mount system  /  Variance  /  Sensitivity analysis  /  Monte Carlo method  /  Robustness analysis
卢汉奎, 南富乾, 杨林强, 付建信, 邓文海. 基于方差的动力总成悬置系统固有特性灵敏度分析及稳健性研究. 汽车工程师, 2025 , (1) : 1 -9 . DOI: 10.20104/j.cnki.1674-6546.20240111
Hankui Lu, Fuqian Nan, Linqiang Yang, Jianxin Fu, Wenhai Deng. Variance-Based Sensitivity Analysis and Robustness Study of Intrinsic Characteristics of Powertrain Mounting Systems[J]. Automotive Engineer, 2025 , (1) : 1 -9 . DOI: 10.20104/j.cnki.1674-6546.20240111
Year 2025 volume Issue 1
932
435
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doi: 10.20104/j.cnki.1674-6546.20240111
  • Online Date:2025-11-09
  • Published:2025-01-15
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  • Revised:2024-04-22
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    Chongqing Seres Phoenix Intelligent Innovation Technology Co., Ltd., Chongqing 400041
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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