Predict the modelling of cement concrete strength using Taguchi and ANOVA method

被引:0
|
作者
Venkatesh, Butti. [1 ]
Sivakumar, R. [2 ]
Vijayakumar, S. [3 ]
Satheesh kumar, P.S. [4 ]
Sri, M. Naga Swapna [5 ]
Pradeep, A. [6 ]
机构
[1] Department of Civil Engineering, Shri Vishnu Engineering College for Women (Autonomous), Andhra Pradesh, Bhimavaram, West Godavari
[2] Department of Chemistry, PSNA College of Engineering and Technology, Dindigul
[3] Department of Mechanical Engineering, Bonam Venkata Chalamayya Engineering College (Autonomous), Andhra Pradesh, Odalarevu
[4] Department of Physics, NPR College of Engineering and Technology, Tamilnadu, Natham, Dindigul
[5] Department of Mechanical Engineering, P V P Siddhartha Institute of Technology, Vijayawada
[6] Department of Mechanical Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai
关键词
And ANOVA; Cement; Concrete; Fly ash; Optimization; Taguchi;
D O I
10.1007/s10751-024-02133-3
中图分类号
学科分类号
摘要
An experimental study is carried out to the mix proportions of the concrete by using Taguchi method. The experiments have been done using an L9 Orthogonal Array with four parameters having three levels. The selected parameters factors are cement (CE), Mixture of medical waste and fly ash (MF), Water cement ratio (WC) and stone dust (ST). the compressive strength is investigated on the nine prepared samples. Taguchi analysis was employed to find the optimal mix using MINITAB-18 software. Analysis of Variance (ANOVA) results revealed that Cement is best contribution variable (55.1%), followed by Mixture of medical waste and fly ash (29.6%), stone dust (9.1%) and Water cement ratio (4.5%) which improve the compressive strength. A residual analysis was conducted to assess the relationship between the experimental and predicted values for the response variable and regression Equation is used to predict the compressive strength value based on the input factors. © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2024.
引用
收藏
相关论文
共 50 条
  • [21] Investigation of mechanical properties of concrete with clinoptilolite and silica fume using Taguchi method
    Soltani, Abolfazl
    Tarighat, Amir
    Rostami, Roohollah
    Tavakoli, Davoud
    Moradi, Amin
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2024, 9 (03)
  • [22] Design of the usability of ceramic sanitary ware waste in cement production using the Taguchi method
    Derdiyok, Melis Toker
    Perek, K. Tahsin
    PHYSICOCHEMICAL PROBLEMS OF MINERAL PROCESSING, 2023, 59 (05):
  • [23] Taguchi and ANOVA approach for optimization of flow characteristics of self-compacting concrete
    Das, Debashis
    Chatterjee, Abhijit
    EMERGING MATERIALS RESEARCH, 2014, 3 (01) : 37 - 45
  • [24] Process parameters optimization for eco-friendly high strength sandcrete block using Taguchi method
    Ikeagwuani, Chijioke Christopher
    Nwonu, Donald Chimobi
    Ugwu, Chiagoziem Kanayo
    Agu, Chukwudi Cajethan
    HELIYON, 2020, 6 (06)
  • [25] Investigation on machining of GFRP through ANOVA, DFA, and CoCoSo method combined with Taguchi approach
    Haoues, Sabrina
    Yallese, Mohamed Athmane
    Kaddeche, Mounia
    Uysal, Alper
    Safi, Khaoula
    JOURNAL OF REINFORCED PLASTICS AND COMPOSITES, 2024,
  • [26] Assessing Flow Response of Self-compacting Mortar by Taguchi Method and ANOVA Interaction
    Chatterjee, Abhijit
    Das, Debashis
    MATERIALS RESEARCH-IBERO-AMERICAN JOURNAL OF MATERIALS, 2013, 16 (05): : 1084 - 1091
  • [27] Green strength properties of waterjet abrasive waste as potential composition in green mould by Taguchi and ANOVA approach
    Anuar, N. F. B. W.
    Khusairi, M. L. Mohd
    Saad, R. M.
    Hassan, S. A.
    Marjom, Z.
    Rasib, A. H. Abdul
    JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES, 2021, 15 (04) : 8529 - 8539
  • [28] Optimization of process parameters by Taguchi method for maximizing strength and durability of bio concrete
    Saxena, Shekhar
    Tembhurkar, Ajay R.
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2022, 7 (04)
  • [29] Splitting tensile strength of recycled tire steel fiber-reinforced alkali-activated slag concrete designed by Taguchi method
    Eskandarinia, Milad
    Esmailzade, Mina
    Aslani, Farhad
    STRUCTURAL CONCRETE, 2023, 24 (03) : 3365 - 3384
  • [30] A Simplified Mix Design for GGBS-Dolomite Geopolymer Concrete Using the Taguchi Method
    Raj, P. K. Arjun
    Sarath, D.
    Nagarajan, Praveen
    Thomas, Blessen Skariah
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2024, 48 (5) : 3189 - 3212