Multi-Response Optimization of Porous Asphalt Mixtures Reinforced with Aramid and Polyolefin Fibers Employing the CRITIC-TOPSIS Based on Taguchi Methodology

• Published in: Materials Vol. 12; no. 22; p. 3789
• Main Authors: Slebi-Acevedo, Carlos J., Pascual-Muñoz, Pablo, Lastra-González, Pedro, Castro-Fresno, Daniel
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 18.11.2019; MDPI
• Subjects: Aggregates; Asphalt mixes; Asphalt pavements; Binders (materials); Cellulose fibers; Concrete; Criteria; critic; Design of experiments; fibers; Mechanical properties; Multiple objective analysis; Multiple regression models; Noise; Optimization; Optimization techniques; Orthogonal arrays; Polyesters; Polymers; Polyolefins; porous asphalt; Research methodology; Signal to noise ratio; Statistical analysis; taguchi; Taguchi methods; Tensile strength; topsis; United States > US; Europe
• ISSN: 1996-1944; 1996-1944
• DOI: 10.3390/ma12223789

For the optimum design of a Porous Asphalt (PA) mixture, different requirements in terms of functionality and durability have to be fulfilled. In this research, the influence of different control factors such as binder type, fiber content, and binder content were statistically investigated in terms of multiple responses such as total air voids, interconnected air voids, particle loss in dry conditions, particle loss in wet conditions, and binder drainage. The experiments were conducted based on a Taguchi L18 orthogonal array. The best parametric combination per each response was analyzed through signal to noise ratio values. Multiple regression models were employed to predict the responses of the experiments. As more than one response is obtained, a multi-objective optimization was performed by employing Criteria Importance through Criteria Inter-Correlation (CRITIC) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) methodologies. The weights for the selection of the functional and mechanical performance criteria were derived from the CRITIC approach, whereas the ranking of the different experiments was obtained through the TOPSIS technique. According to the CRITIC-TOPSIS based Taguchi methodology, the optimal multiple-response was obtained for a polymer modified binder (PMB) with fiber and binder contents of 0.15% and 5.0%, respectively. In addition, good results were obtained when using a conventional 50/70 penetration grade binder with a 5.0% binder content and 0.05% fiber content.