Publication result detail

FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module

NOVÁK, D.; VOŘECHOVSKÝ, M.; TEPLÝ, B.

Original Title

FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module

English Title

FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module

Type

WoS Article

Original Abstract

The objective of the paper is to present methods and software for the efficient statisticial, sensitivity and reliability assessment of engineering problems. Attention is given to small-sample techniques which have been developed for the analysis of computationally intensive problems. The paper shows the possibility off randomizing computationally intensive problems in the manner of the Monte Carlo type of simulation. In order to keep the number of required simulations at an acceptable level, Latin Hypercube Sampling is utilized.

English abstract

The objective of the paper is to present methods and software for the efficient statisticial, sensitivity and reliability assessment of engineering problems. Attention is given to small-sample techniques which have been developed for the analysis of computationally intensive problems. The paper shows the possibility off randomizing computationally intensive problems in the manner of the Monte Carlo type of simulation. In order to keep the number of required simulations at an acceptable level, Latin Hypercube Sampling is utilized.

Keywords

Statistical analysis, sensitivity, reliability, Monte Carlo simulation, Latin Hypercube Sampling, Simulated annealing, Random fields, Material degradation

Key words in English

Statistical analysis, sensitivity, reliability, Monte Carlo simulation, Latin Hypercube Sampling, Simulated annealing, Random fields, Material degradation

Authors

NOVÁK, D.; VOŘECHOVSKÝ, M.; TEPLÝ, B.

RIV year

2015

Released

13.06.2014

ISBN

0965-9978

Periodical

ADVANCES IN ENGINEERING SOFTWARE

Volume

72

Number

2014

State

United Kingdom of Great Britain and Northern Ireland

Pages from

179

Pages to

192

Pages count

14

BibTex

@article{BUT105877,
  author="Drahomír {Novák} and Miroslav {Vořechovský} and Břetislav {Teplý}",
  title="FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module",
  journal="ADVANCES IN ENGINEERING SOFTWARE",
  year="2014",
  volume="72",
  number="2014",
  pages="179--192",
  doi="10.1016/j.advengsoft.2013.06.011",
  issn="0965-9978"
}