Detail publikačního výsledku

Methods of Sensitivity Analyses and theirs Role in Engineering

NOVÁK, D.; LEHKÝ, D.; CAO, M.; PAN, L.

Originální název

Methods of Sensitivity Analyses and theirs Role in Engineering

Anglický název

Methods of Sensitivity Analyses and theirs Role in Engineering

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

The paper describes selected efficient methods for sensitivity analysis of engineering problems: The non-parametric rank-order statistical correlation between the basic random variables and the structural response variable, neural network ensemble-based sensitivity analysis and sensitivity analysis im terms of coefficient of variation. All three methods were utilized and compared for practical engineering example.

Anglický abstrakt

The paper describes selected efficient methods for sensitivity analysis of engineering problems: The non-parametric rank-order statistical correlation between the basic random variables and the structural response variable, neural network ensemble-based sensitivity analysis and sensitivity analysis im terms of coefficient of variation. All three methods were utilized and compared for practical engineering example.

Klíčová slova

Sensitivity analysis, artificial neural networks, reliability analysis

Klíčová slova v angličtině

Sensitivity analysis, artificial neural networks, reliability analysis

Autoři

NOVÁK, D.; LEHKÝ, D.; CAO, M.; PAN, L.

Rok RIV

2019

Vydáno

15.05.2018

Místo

Hanghzou, China

Kniha

2nd International Symposium on Mechanical Engineering and Material Science

ISSN

2352-5401

Periodikum

Advances in Engineering Research

Svazek

134

Číslo

1

Stát

Francouzská republika

Strany od

107

Strany do

103

Strany počet

3

BibTex

@inproceedings{BUT146065,
  author="Drahomír {Novák} and David {Lehký} and Maosen {Cao} and Lixia {Pan}",
  title="Methods of Sensitivity Analyses and theirs Role in Engineering",
  booktitle="2nd International Symposium on Mechanical Engineering and Material Science",
  year="2018",
  journal="Advances in Engineering Research",
  volume="134",
  number="1",
  pages="107--103",
  address="Hanghzou, China",
  doi="10.2991/ismems-17.2018.24",
  issn="2352-5401"
}