Performance Optimization of FA-GGBS Geopolymer Based on Response Surface Methodology

被引:9
|
作者
Wu, Dazhi [1 ]
Wang, Junyi [1 ]
Miao, Tong [2 ]
Chen, Keyu [1 ]
Zhang, Zilong [1 ]
机构
[1] Zhejiang Sci Tech Univ, Sch Civil Engn & Architecture, Hangzhou 310018, Peoples R China
[2] Shanghai Univ, Sch Econ, Shanghai 200000, Peoples R China
关键词
response surface methodology; FA-GGBS geopolymer; zeolite powder; unconfined compressive strength; reaction mechanism; ASH-BASED GEOPOLYMER; COMPRESSIVE STRENGTH; MORTAR; DESIGN; PASTE;
D O I
10.3390/polym15081881
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
Many scholars have focused on the workability and mechanical properties of fly ash (FA)- ground granulated blast furnace slag (GGBS) geopolymer. To enhance the compressive strength of geopolymer, zeolite powder was added in the present study. A series of experiments were carried out to investigate the effect of using zeolite powder as an external admixture on the per-formance of FA-GGBS geopolymer, 17 sets of experiments were designed and tested to deter-mine the unconfined compressive strength based on the response surface methodology, and then, the optimal parameters were obtained via modeling of 3 factors (zeolite powder dosage, alkali exciter dosage, and alkali exciter modulus) and 2 levels of compressive strength (3 d and 28 d). The experimental results showed that the strength of the geopolymer was the highest when the three factors were 13.3%, 40.3%, and 1.2. Finally, a combination of scanning electron microscopy (SEM), X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FTIR), and Si-29 nuclear magnetic resonance (NMR) analysis was used to conduct micromechanical analysis and explain the reaction mechanism from a microscopic perspective. The SEM and XRD analysis revealed that the microstructure of the geopolymer was the densest when the zeolite powder was doped at 13.3%, and the strength increased accordingly. The NMR and Fourier transform infrared spectroscopy analyses revealed that the absorption peak wave number band shifted toward the lower wave number band under the optimal ratio, and the silica-oxygen bond was replaced by an aluminum-oxygen bond, which generated more aluminosilicate structures.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Optimization of operating parameters for boosting the performance of the PEMEC by the response surface methodology
    Ozdemir, Safiye Nur
    Taymaz, Imdat
    Okumus, Emin
    San, Fatma Gul Boyaci
    Akgun, Fehmi
    INTERNATIONAL JOURNAL OF GREEN ENERGY, 2023, 20 (15) : 1861 - 1872
  • [42] Optimization on wear performance of UHMWPE composites using response surface methodology
    Chang, Boon Peng
    Akil, Hazizan Md
    Nasir, Ramdziah Bt
    Khan, Abbas
    TRIBOLOGY INTERNATIONAL, 2015, 88 : 252 - 262
  • [43] Structural Optimization of Downhole Hydrocyclones Based on Response Surface Methodology
    Xing L.
    Li J.
    Zhao L.
    Jiang M.
    Han G.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2021, 32 (15): : 1818 - 1826
  • [44] Engineering design optimization based on intelligent response surface methodology
    Song G.-H.
    Wu Y.
    Li C.-X.
    Journal of Shanghai Jiaotong University (Science), 2008, 13 E (03) : 285 - 290
  • [45] Optimization of CSG dam profile based on response surface methodology
    Ding, Zelin
    Xue, Jianghan
    Zhu, Xuanyi
    Wang, Jing
    CASE STUDIES IN CONSTRUCTION MATERIALS, 2022, 17
  • [46] PERFORMANCE OPTIMIZATION OF TRAPEZIUM RIB PARAMETERS USING RESPONSE SURFACE METHODOLOGY
    Sharma, Naveen
    Sharma, Vaibhav
    Tariq, Andallib
    PROCEEDINGS OF THE ASME GAS TURBINE INDIA CONFERENCE, 2017, VOL 1, 2018,
  • [47] Experimental Optimization of the Propeller Turbine Performance Using the Response Surface Methodology
    Velasquez, Laura
    Rubio-Clemente, Ainhoa
    Tobon, Daniel
    Botero, Francisco
    Arrieta, Carlos
    Chica, Edwin
    SUSTAINABILITY, 2024, 16 (19)
  • [48] Optimization of Cold Spray Nozzles Based on the Response Surface Methodology
    Kun, T.
    Wenjie, H.
    Yurong, W.
    JOURNAL OF ENGINEERING SCIENCES-UKRAINE, 2024, 11 (01): : F1 - F11
  • [49] Engineering Design Optimization Based on Intelligent Response Surface Methodology
    宋国辉
    吴瑜
    李从心
    Journal of Shanghai Jiaotong University(Science), 2008, (03) : 285 - 290
  • [50] Optimization of Design Parameters of Slag-Corncob Ash-Based Geopolymer Concrete by the Central Composite Design of the Response Surface Methodology
    Oyebisi, Solomon Olakunle
    Ede, Anthony Nkem
    Olutoge, Festus Adeyemi
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2021, 45 (01) : 27 - 42