Global sensitivity analysis applied to an hydrogenerator

被引：0
|
作者：
Thu Trang Nguyen [1 ]
Mac, Hung [2 ]
Clenet, Stephane [3 ]
Guillot, Eilin [4 ]
机构：
[1] Univ Lille, Cent Lille, Arts & Metiers ParisTech, HEI,EA 2697,L2EP, F-59000 Lille, France
[2] Technip, Haute Normandie, France
[3] Univ Lille, Cent Lille, Arts & Metiers ParisTech, HEI,HeSam,EA 2697,L2EP, F-59000 Lille, France
[4] EDF R&D, Dept THEMIS, F-91120 Palaiseau, France
来源：
2016 IEEE CONFERENCE ON ELECTROMAGNETIC FIELD COMPUTATION (CEFC) | 2016年
关键词：
uncertainty quantification; electrical machine; Sobol indices; least angle regression;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this communication, a methodology based on a stochastic approach is proposed in order to characterize the effect of imperfections on the dimensions of a rotating electrical machine on on the time evolution of the signal of magnetic flux sensors. The methodology is based on an approximation of sparse polynomial chaos basis and Sobol indices to carry out the sensitivity analysis. It appears that this approach enables to segregate the most influential parameters.
引用
下载
收藏
页数：1
相关论文
共 50 条
  • [1] Global Sensitivity Analysis Applied to a Cancer Immunotherapy Model
    Dimitriu, Gabriel
    Boiculese, Lucian Vasile
    Moscalu, Mihaela
    Dascalu, Cristina Gena
    NEW TECHNOLOGIES AND REDESIGNING LEARNING SPACES, VOL III, 2019, : 285 - 292
  • [2] GLOBAL SENSITIVITY ANALYSIS APPLIED TO FOOD SAFETY RISK ASSESSMENT
    Augustin, Jean-Christophe
    ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS, 2011, 4 (02) : 255 - 264
  • [3] A global sensitivity analysis approach applied to a multiscale model of microvascular flow
    Possenti, L.
    Di Gregorio, S.
    Casagrande, G.
    Costantino, M. L.
    Rancati, T.
    Zunino, P.
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2020, 23 (15) : 1215 - 1224
  • [4] Global Sensitivity Analysis Applied to Train Traffic Rescheduling: A Comparative Study
    Saad, Soha
    Ossart, Florence
    Bigeon, Jean
    Sourdille, Etienne
    Gance, Harold
    ENERGIES, 2021, 14 (19)
  • [5] Global sensitivity analysis applied to drying models for one or a population of granules
    Mortier, Severine Therese F. C.
    Gernaey, Krist V.
    De Beer, Thomas
    Nopens, Ingmar
    AICHE JOURNAL, 2014, 60 (05) : 1700 - 1717
  • [6] Global Sensitivity Analysis for Uncertain Parameters Applied to a Cardiac Mitochondrial Model
    Tarraf, Bachar
    Leguebe, Michael
    Coudiere, Yves
    Suraniti, Emmanuel
    Colin, Camille
    Arbault, Stephane
    Diolez, Philippe
    2020 COMPUTING IN CARDIOLOGY, 2020,
  • [7] GLOBAL SENSITIVITY ANALYSIS OF CROP GROWTH SUCROS MODEL APPLIED TO HUSK TOMATO
    Lopez-Cruz, Irineo L.
    Rojano-Aguilar, Abraham
    Salazar-Moreno, Raquel
    Lopez-Lopez, Rutilo
    REVISTA FITOTECNIA MEXICANA, 2014, 37 (03) : 279 - 288
  • [8] Global sensitivity analysis
    Wagner, HM
    OPERATIONS RESEARCH, 1995, 43 (06) : 948 - 969
  • [9] GLOBAL SENSITIVITY ANALYSIS
    DEVUYST, E
    PRECKEL, PV
    AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1994, 76 (05) : 1251 - 1251
  • [10] A Bootstrapped Modularised method of Global Sensitivity Analysis applied to Probabilistic Seismic Hazard Assessment
    Di Maio, Francesco
    Gallo, Nicola
    Arcangeli, Daniele
    Taroni, Matteo
    Selva, Jacopo
    Zio, Enrico
    STRUCTURAL SAFETY, 2023, 101
12345