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A principal component analysis in concrete design Cover
By: Janusz Kobaka and  Jacek Katzer  
Open Access
|Dec 2022

Abstract

Over the last 200 years, ordinary concrete has evolved from four basic ingredient materials (gravel, sand, cement, and water) to multicomponent complex composites. The number and variety of the additives, admixtures, non-conventional aggregates, fillers, and fibres currently used for concrete production have continued to grow rapidly. Regrettably, the methods for de-signing concrete mixes have not evolved at a similarly fast pace. Keeping the above facts in mind, the authors utilised a principal component analysis (PCA) to design modern concrete mixes. As an initial approach, 550 cast and tested concrete mixes were analysed. The main aim of the presented study was to prove the usefulness of the PCA methodology for the fast classification of concrete mix compositions. The acquired knowledge should be useful for the effective design of multicomponent modern concrete mixes.

DOI: https://doi.org/10.17512/bozpe.2022.11.23 | Journal eISSN: 2544-963X | Journal ISSN: 2299-8535
Language: English
Page range: 203 - 214
Published on: Dec 21, 2022
Published by: Technical University in Czestochowa
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2022 Janusz Kobaka, Jacek Katzer, published by Technical University in Czestochowa
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.