Variable returns to scale DEA—Taguchi approach for ternary additives optimization in expansive soil subgrade enhancement

Abstract

In this study, variable returns to scale (VRS) data envelopment analysis was integrated into the Taguchi approach to optimize ternary additives for expansive soil enhancement. The ternary additives selected were sawdust ash (SDA), quarry dust (QD) and ordinary Portland cement (OPC). The additives were set as the input variables while multiple responses obtained from the experiments performed with the Taguchi orthogonal array were set as the output variables. Each row in the orthogonal array were defined as a decision making unit (DMU) in the optimization process and output-oriented VRS model was used to obtain the efficiency score for each DMU. Next, benevolent formulation was utilized to obtain the multipliers for the inputs and outputs which were subsequently used to determine the cross efficiency scores for each DMU. The cross-efficiency scores were used to construct the cross-efficiency matrix. Thereafter, the mean cross-efficiency score (MCES) was determined for each DMU. Parameter level that maximizes the MCES was chosen as the optimal level for that parameter. Optimum combination of additives was found at A6 B2 C3. Lastly, confirmatory experiments performed by blending the soil with the optimum combination of additives showed the effectiveness of this method in the enhancement of expansive soil properties.

Geotechnical Evaluation of Crushed Sandstone Waste Materials from Amasiri Quarries, Southeastern Nigeria for Use in Civil Engineering Projects

“…The BS (1975) specified that materials with LL ranging from 40 to 60% are typical of clay soils and they exhibit high plasticity and compressibility while those ranging from 25 to 50% are typical silty soils and they exhibit low to medium plasticity. According to Holtz & Gibbs (1956) and Ikeagwuani & Nwonu (2021), any soil that possesses a PI that exceeds 17% can be regarded as an extremely high plastic soil. A highly plastic soil usually has the ability to retain appreciable amount of total moisture in the diffuse double layer, especially by means of absorption .…”

Understanding the Effects of Plastic Fines as a Bitumen Modifier on the Performance Properties of Hot Mix Asphalt

“…In Nigeria, polymer-based industrial waste poses disposal challenges due to depleting landfills amid urbanization [22]. Incorporating such waste into pavement construction can alleviate environmental impacts and resource depletion [23,24]. This study focuses on utilizing polymer-based industrial waste to improve asphalt mixture properties, particularly using high-density polyethylene (HDPE) waste.…”