Roadheader performance prediction using genetic programming (GP) and gene expression programming (GEP) techniques

Roadheading machines play a vital role in excavation operation in tunneling and mining industries notably when selective mining is required. Roadheaders are more effective in soft to medium rock formations due to a higher cutting rate in such strata. A precise prediction of machine’s performance is...

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Vydáno v:	Environmental earth sciences Ročník 76; číslo 16; s. 1 - 12
Hlavní autoři:	Shirani Faradonbeh, Roohollah, Salimi, Alireza, Monjezi, Masoud, Ebrahimabadi, Arash, Moormann, Christian
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2017 Springer Nature B.V
Témata:	Biogeosciences coal Coal mines Coal mining compression strength Compressive strength Cutting Earth and Environmental Science Earth Sciences Environmental Science and Engineering Excavation Gene expression Genetic algorithms Geochemistry Geology Geomechanics Hydrology/Water Resources Industry Iran Machine tools Mathematical models mechanization Mining Orientation Original Article Parameters Performance prediction planning prediction Programming Rocks specific energy Statistical analysis tensile strength Terrestrial Pollution variance Yields Iran Performance prediction Gene expression programming (GEP) Roadheader Genetic programming (GP) Instantaneous cutting rate (ICR)
ISSN:	1866-6280, 1866-6299
On-line přístup:	Získat plný text
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