Transport properties based multi-objective mix proportioning optimization of high performance concretes


Ozbay E., Gesoglu M., Guneyisi E.

Materials and Structures/Materiaux et Constructions, vol.44, no.1, pp.139-154, 2011 (SCI-Expanded) identifier

  • Publication Type: Article / Article
  • Volume: 44 Issue: 1
  • Publication Date: 2011
  • Doi Number: 10.1617/s11527-010-9615-7
  • Journal Name: Materials and Structures/Materiaux et Constructions
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.139-154
  • Keywords: High performance concrete, Multi-objective optimization, Optimum mix proportion, Permeation properties
  • Hatay Mustafa Kemal University Affiliated: Yes

Abstract

In this study, multi-objective mix proportioning optimization of high performance concretes was performed. For this purpose, five factors; w/b ratio, total binder content (b), silica fume (SF) replacement ratio, fine to total aggregate ratio (s/a), and amount of superplasticizer (SP), were investigated to determine their effects on the transport and mechanical properties of high performance concrete. Slump, compressive strength, splitting tensile strength, modulus of elasticity, ultrasonic pulse velocity, water absorption, water penetration, and chloride ion penetration of mixtures were measured. Then, using mix proportion variables, mathematical formulations were obtained for the slump, mechanical and permeation properties via regression technique. To find out the best possible mix proportions for the simultaneous minimization of water absorption, water penetration and chloride ion penetration, a multi-objective optimization problem was defined and solved. In order to verify that the theoretically determined optimum mix proportions really minimized the transport properties of high performance concretes, an experimental study was conducted and it was observed that theoretically proposed optimum mix proportions can satisfy expected minimum permeation properties. © 2010 RILEM.