Research Paper
Optimization of foundry sand characteristics of soda-activated calcium bentonite

https://doi.org/10.1016/j.clay.2011.02.005Get rights and content

Abstract

Following soda activation, the bentonite properties fluctuate and change more or less with time depending on the soda addition. Since these changes on activated bentonite properties are reflected in the further use of these products, controlling methods should be developed to optimize the product quality. In this study, optimization was achieved using the Response Surface Regression method (RSM) for activated calcium bentonites used in foundry sands. Evaluating the influence of soda addition and aging time on the bentonite properties, the activation conditions were optimized.

Graphical abstract

Optimization of both activated bentonite products and their binding effects in foundry sand can be achieved by applying Response Surface Methodology.

  1. Download : Download full-size image

Research highlights

► Consistency on product quality can be controlled by optimization. ► Response surface methodology (RSM) was found as one of the best method to optimize the product quality. ► Applying RSM resulted in higher regression and correlation coefficients to optimize the activated bentonite products. ► Applying RSM resulted in higher regression and correlation coefficients to optimize the foundry sand properties.

Introduction

Sand casting though the least accurate one is the most common and most widely used method of casting which involves the pouring of molten metal into a mould including typically 80% silica sand, 5–10% clayey binders (mostly bentonite), 2–6% tempering water and a variety of additives. Sand casting is mostly used for high volume production where surface finish and dimensional accuracy are not critical (Roskill Information Services Ltd, 2005).

Although bentonites are the most common binders in clay-bonded foundry sand, fireclays, kaolin and ball clays can also be used as binders but their use is generally restricted to dry sand casting of steel products.

There can be considerable variations in the properties of foundry sands containing different types of bentonite. Natural sodium bentonites generally have higher fusion temperatures and higher dry strength and thus are more durable and produce less scabbing defects on the finished casting. Many sodium-exchanged bentonites cannot meet the liquid limit requirement for steel castings, but exhibit good green strength. Calcium bentonites may facilitate the release of castings from the mould. As a result, there is a tendency to prefer certain types of bentonite for particular types of casting (Roskill Information Services Ltd, 2005).

Ca-bentonites are usually activated with soda using varying proportions of soda. Alkali or soda activation with sodium carbonate (Na2CO3) converts the calcium and/or magnesium bentonites into sodium–calcium forms. In this process which was first proposed by Hofmann and Endell (1936), bentonite moisturized to 35–40% (m/m) is usually kneaded or milled with 1–5% (m/m) Na2CO3 and homogenized (Abend and Lagaly, 2000, Bergaya et al., 2006). Freshly excavated bentonites usually have moistures in the range of 30–40%, and no additional moisturizing process is required in industrial applications. Activation is generally grouped into three categories; (i) activation with bentonite moisture < 22.5% (dry activation), (ii) with 22.5%—the moisture of the flow point of the mud and (iii) with the moistures higher than the moisture of the flow point of the mud. In industrial application, activation is mostly performed with a moisture level of 35–45% which provides suitable kneading and does not lend itself to additional drying costs.

The aging process starts with activation. In the first stages, some improvements on bentonite characteristics are observed followed by the degradation. Lebedenko and Plee (1988) reported that the activated bentonite characteristics fluctuate depending on the activation/curing time called aging time. Aging the soda activated bentonites can enhance or reduce the viscosity. This rheological behavior depends on the Ca/CEC ratio.

Since bentonite is used as a binder in foundry sand, changes on bentonite properties (swelling ability; filtration loss, etc.) will affect the molding properties of the silica sand–bentonite mixture (foundry sand) such as compactibility, mouldability and strengths of dry, green, wet tensile, splitting and twin transverse (shear) to form the mould with desired properties. Such ability will provide the means to handle it before and after operation and also during the casting process.

In this study, the aging of soda activated calcium bentonites and its influence on the properties of the foundry sands were examined by the response surface methodology. In this way, the activation conditions could be optimized.

Section snippets

Bentonite

The technological properties and chemical composition of Ca-bentonite obtained from Silivri Deposits (Turkey) are presented in Table 1, Table 2.

The cation exchange capacity (CEC) was determined by the methylene blue test based on the ASTM 837 C standard. The swelling index SW refers to the volume of 2 g dried bentonite powder in 100 ml water (ASTM D 5890–95), viscosity V and filtration loss FL refer to 6% bentonite dispersions (API standards). These properties indicated that the tested sample was

Bentonite properties as a function of aging time and soda addition

The relationship between responses (Sw, V and FL) and the process variables (AgT and SD) was described by quadratic equations (Table 4) utilizing the high regression and Pearson correlations. According to statistical model, AgT and SD directly affected the bentonite properties and thus their changes were correlated (R2: 74–81%) with the Pearson correlation coefficients 0.861–0.901, depending on SD and AgT.

Molding properties as a function of aging time and soda addition

The influence of aged bentonites on the properties of foundry sands was monitored and

Conclusions

Bentonites, the most common binders in synthetic foundry sands, are generally activated with soda to enhance their binding behavior. Although calcium–sodium bentonites are most common, because of their additional benefits on green comprehensive strengths, Ca-bentonites are also used after soda activation. Activated bentonites are generally aged some time which influences the bentonite properties. The aging process plays an important role on binding/molding properties. Our study revealed that

Acknowledgements

The author would like to thank the Scientific Research Project Center of Istanbul Technical University (ITU-BAP) for financial support (Project number: 33027).

References (9)

There are more references available in the full text version of this article.

Cited by (25)

  • Use of imaging technique and direct tensile test to evaluate moisture damage properties of warm mix asphalt using response surface method

    2017, Construction and Building Materials
    Citation Excerpt :

    RSM is a collection of statistical methods mainly used to carry out the design of experiments, develop models, assess the influence of each experimental factor and optimize the process [32,33]. This method has been widely used in several fields such as concrete technology [34], environmental science [32,33], mechanics [35], material science [36], biomass [37] and clay science [38]. In the field of asphalt technology, Hamzah et al. (2013) applied RSM to determine the optimum binder content of warm mix asphalt added with Rediset using three factors, namely binder content, additive dosage and compaction temperature [39].

  • Multivariate regression analysis of lithogeochemical data to model subsurface mineralization: A case study from the Sari Gunay epithermal gold deposit, NW Iran

    2015, Journal of Geochemical Exploration
    Citation Excerpt :

    The RSR model, due to its nature, has been widely used in the earth sciences in comparison to the other multivariate regression models. The function obtained from RSR has been used to model the behavior of a dependent variable with respect to independent variables to find the optimal situation of influencing variables by certain parameters in the environmental sciences (Zhao et al., 2009), soil science (Boylu, 2011), forestry (Zhang et al., 2012), manufacturing technology (Mathivanan and Parthasarathy, 2009) and marine science (Mohanty et al., 2012). The Sari Gunay epithermal gold deposit is located 60 km northwest of Hamadan city in northwest Iran (Fig. 1-A).

  • The composition and activation aspects of El-Fayoum clays for using as a drilling fluid

    2013, Egyptian Journal of Petroleum
    Citation Excerpt :

    Furthermore, most Egyptian clays without beneficiation were unsuitable for the majority of industrial applications [4,5]. The activation processes inculcate the addition of the common salts and polymers [6–8]. The present paper deals with the characterization and upgrading of the clay in Kom Oshim area at El-Fayoum province, Egypt for its application as a drilling fluid (water-based mud).

  • Modelling and optimisation of ageing characteristics of soda activated Na<sup>+</sup>-bentonites

    2013, Applied Clay Science
    Citation Excerpt :

    There are several successful applications of the RSM for clay processing. Boylu (2011) optimised the properties of the activated Ca2 +-Bentonite to be used in foundry sand application. Boylu et al. (2012) also achieved modelling the centrifugal force on bentonite purification process using the RSM.

  • Determination of the optimum binder content of warm mix asphalt incorporating Rediset using response surface method

    2013, Construction and Building Materials
    Citation Excerpt :

    RSM is a collection of statistical methods for designing experiments, developing models and assessing the effects of the experimental factors and optimizing the process [13,14]. This method has been effectively used in various disciplines such as environmental science [13,14], concrete technology [15], material science [16], mechanics [17], biomass [18] and clay science [19]. In asphalt research, Khodai et al. [20] used RSM to evaluate the effects of aggregate gradation and lime content on the tensile strength ratio and indirect tensile strength of dry and saturated hot mix asphalt [20].

View all citing articles on Scopus
View full text