Exercising hybrid model to design an optimized electrospun polyamide-6 nanofibrous mat for air filtration applications

M Sohrabi, M Razbin, M Pourtavvaf… - The Journal of the …, 2023 - Taylor & Francis
There are several factors affecting the filtration efficiency and pressure drop in the
nanofibrous filters including the basis weight of the mat, the thickness of the mat, and the …

The effect, prediction, and optimization of Fe particles on wear behavior of Fe–ABS composites fabricated by fused deposition modeling

MH Bahrami, MV Ehteshamfar, H Adibi - Arabian Journal for Science and …, 2024 - Springer
Fused deposition modeling, one of the additive manufacturing techniques, has drawn the
most attention because it can produce intricate parts quickly and cheaply. However, low …

[HTML][HTML] Machine learning in optimization of nonwoven fabric bending rigidity in spunlace production line

MR Sadeghi, SM Hosseini Varkiyani… - Scientific Reports, 2023 - nature.com
Spunlace nonwoven fabrics have been extensively employed in different applications such
as medical, hygienic, and industrial due to their drapeability, soft handle, low cost, and …

Modeling and optimization of the core-shell nanofibrous composite mat as a scaffold via hybrid models

F Haghdoost, M Razbin, H Bahrami… - Journal of Industrial …, 2022 - journals.sagepub.com
It has been a challenging subject for researchers to manipulate the electrospinning key
factors to achieve a composite nanofiber with proper properties. In this study, an experiment …

Modeling and optimization of hybrid geothermal-solar energy plant using coupled artificial neural network and genetic algorithm

A Farajollahi, M Baharvand, HR Takleh - Process Safety and …, 2024 - Elsevier
Avoiding solar thermal energy storage reduces efficiency in hybrid solar-geothermal energy
systems, making them impractical. To address this challenge, a synergistic approach …

Optimization of grinding parameters of tool steel by the soft computing technique

O Hatami, D Sayadi, M Razbin… - Computational …, 2022 - Wiley Online Library
Grinding is one of the most complex and accurate machining processes, and the efficiency
of the grinding wheel depends significantly on its surface properties. This work aims to …

[HTML][HTML] Experimental-based statistical models for the tensile characterization of synthetic fiber ropes: a machine learning approach

Y Halabi, H Xu, Z Yu, W Alhaddad, I Dreier - Scientific Reports, 2023 - nature.com
This study investigated the tensile behavior of some prevalent synthetic fiber ropes made of
polyester, polypropylene, and nylon polymeric fibers. The aim was to generate well …

Soft computing procedure to optimize the electrospinning parameters of polyacrylonitrile nanofibrous air filter

NH Kouchehbaghi, M Sohrabi, M Razbin… - The Journal of The …, 2023 - Taylor & Francis
Following the previous work, this research aims to highlight the applicability of a new
strategy for engineering morphological properties of nanofibrous filters using a model …

Improved efficiency in an integrated geothermal power system including fresh water unit: Exergoeconomic analysis and dual-objective optimization

T Hai, A Kumar, S Aminian, B Al-Qargholi… - Process Safety and …, 2023 - Elsevier
The single-flash geothermal cycle (SFGC) is not without its limitations, featuring drawbacks
like diminished efficiency, restricted power generation capacity, and the incapability to yield …

Tensile experiment and numerical simulation of carbon fiber and polyvinyl alcohol fiber helical auxetic yarns

Y Ma, F Zhao, J Liu, Y Zhang, Y Xu, P Zhang, S Gao… - Fibers and …, 2023 - Springer
Based on the negative Poisson's ratio (NPR) effect obtained from the design of fiber, an
auxetic structure of carbon fiber and PVA fiber was designed in this study. Based on the …