GRA-RSM Based Optimization Model for the Mechanical Performance of 3D Printed Basalt Fiber Concrete (2026-03)¶
10.1016/j.conbuildmat.2026.146011
, Zhao Wenhao, Yang Bo, Wang Ziyuan, Yu Ruifang,
Journal Article - Construction and Building Materials, Vol. 520, No. 146011
Abstract
Based on the Box - Behnken Design (BBD) to test the compressive strength and interlayer shear strength of 3D printed basalt fiber concrete. The Grey Relational Analysis (GRA) was introduced to integrate the compressive strength and interlayer shear strength of 3D printed basalt fiber concrete into a comprehensive mechanical index - Grey Relational Grade (GRG). A quadratic polynomial regression model was then constructed using Response Surface Methodology (RSM) to comprehensively evaluate and optimize the overall mechanical properties of 3D printed basalt fiber concrete. The influence of fiber volume fraction, fiber length, fly ash content and superplasticizer content on the properties of the material was studied and analyzed, and the optimization design was carried out. The results indicate that both the fiber volume fraction and fiber length, as well as the fiber volume fraction and superplasticizer content, significantly influence the GRG. The optimized scheme enhanced the GRG from 0.83 to 0.86, attaining an optimal coordination between compressive strength and interlayer shear strength. The findings provide a novel approach for optimizing the mechanical properties of 3D printed concrete and contribute to the advancement of intelligent construction technologies.
¶
11 References
- Arunothayan Arun, Nematollahi Behzad, Ranade Ravi, Bong Shin et al. (2020-10)
Development of 3D Printable Ultra-High-Performance Fiber-Reinforced Concrete for Digital Construction - Bos Freek, Bosco Emanuela, Salet Theo (2018-11)
Ductility of 3D Printed Concrete Reinforced with Short Straight Steel-Fibers - Ding Tao, Dong Haining, Sikora Paweł, Lin Guan (2025-07)
3D Printed Concrete Reinforced with Flexible Fiber Reinforced Polymer Strips or Grids:
Concept and Bond Tests - Liu Huawei, Liu Chao, Wu Yiwen, Bai Guoliang et al. (2022-06)
Hardened Properties of 3D Printed Concrete with Recycled Coarse Aggregate - Liu Haoran, Xiao Jianzhuang, Ding Tao (2023-03)
Flexural Performance of 3D Printed Composite Beams with ECC and Recycled Fine Aggregate Concrete:
Experimental and Numerical Analysis - Liu Dawei, Zhang Zhigang, Zhang Xiaoyue, Chen Zhaohui (2023-09)
3D Printing Concrete Structures:
State of the Art, Challenges, and Opportunities - Ma Liangzhu, Yin Deshun, Ren Jiangtao, Tian Mingyuan et al. (2024-09)
An Effective Thixotropic Structural-Dynamics Rheological-Model for 3D Printed Concrete Materials in the Flow-State - Simwanda Lenganji, David Abayomi, Gatheeshgar Perampalam, Olalusi Oladimeji et al. (2025-10)
Optimisation of Interlayer Bond Strength in 3D-Printed Concrete Using Response Surface Methodology and Artificial Neural Networks - Tran Nhi, Tran Mien, Tran Jonathan, Nguyen Anh et al. (2024-09)
Eco-Friendly 3D Printed Concrete Using Steel-Slag-Aggregate:
Buildability, Printability and Mechanical Properties - Xu Nuoyan, Qian Ye (2023-04)
Effects of Fiber-Volume Fraction, Fiber Length, Water-Binder Ratio, and Nano-Clay Addition on the 3D Printability of Strain-Hardening Cementitious Composites - Yang Yekai, Lu Pengyuan, Liu Zhongxian, Dong Liang et al. (2024-04)
Effect of Steel-Fiber with Different Orientations on Mechanical Properties of 3D Printed Steel-Fiber-Reinforced Concrete:
Meso-Scale Finite-Element-Analysis
0 Citations
BibTeX
@article{qi_zhao_yang_wang.2026.GRBOMftMPo3PBFC,
author = "Pengfei Qi and Wenhao Zhao and Bo Yang and Ziyuan Wang and Ruifang Yu and Qiang Pei",
title = "GRA-RSM Based Optimization Model for the Mechanical Performance of 3D Printed Basalt Fiber Concrete",
doi = "10.1016/j.conbuildmat.2026.146011",
year = "2026",
journal = "Construction and Building Materials",
volume = "520",
pages = "146011",
}
Formatted Citation
P. Qi, W. Zhao, B. Yang, Z. Wang, R. Yu and Q. Pei, “GRA-RSM Based Optimization Model for the Mechanical Performance of 3D Printed Basalt Fiber Concrete”, Construction and Building Materials, vol. 520, p. 146011, 2026, doi: 10.1016/j.conbuildmat.2026.146011.
Qi, Pengfei, Wenhao Zhao, Bo Yang, Ziyuan Wang, Ruifang Yu, and Qiang Pei. “GRA-RSM Based Optimization Model for the Mechanical Performance of 3D Printed Basalt Fiber Concrete”. Construction and Building Materials 520 (2026): 146011. https://doi.org/10.1016/j.conbuildmat.2026.146011.