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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Bibliographic Details
Published in:	Environmental earth sciences Vol. 76; no. 16; pp. 1 - 12
Main Authors:	Shirani Faradonbeh, Roohollah, Salimi, Alireza, Monjezi, Masoud, Ebrahimabadi, Arash, Moormann, Christian
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2017 Springer Nature B.V
Subjects:	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
Online Access:	Get full text
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