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NOVÁK, D. VOŘECHOVSKÝ, M. TEPLÝ, B.
Original Title
FReET: Software for the statistical and reliability analysis of engineering problems and FReET-D: Degradation module
Type
journal article in Web of Science
Language
English
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.
Keywords
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
2014
Released
13. 6. 2014
ISBN
0965-9978
Periodical
ADVANCES IN ENGINEERING SOFTWARE
Year of study
72
Number
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" }