چکیده مقاله
The present study investigates the influence of nanosilica and industrial waste materials on the durability performance of concrete using intelligent modeling techniques Nanosilica, as a highly reactive pozzolanic material, improves the microstructure and mechanical properties of concrete, while the incorporation of industrial by products such as fly ash, slag, or silica fume contributes to sustainability and waste reduction In this research, various concrete mixes containing different proportions of nanosilica and industrial wastes were analyzed to evaluate parameters such as compressive strength, permeability, and resistance to chloride ion penetration Intelligent modeling methods—including Artificial Neural Networks ANN and Gene Expression Programming GEP were employed to predict the durability behavior and employed to predict the durability behavior and optimize mix design The results demonstrated that the combination of nanosilica and industrial waste significantly enhanced the durability of concrete and that the predictive models exhibited high accuracy, indicating the potential of AI based approaches for sustainable and durable concrete design
کلیدواژهها
نویسندگان
صبا خدائی
کارشناس ارشد مهندسی معماری دانشگاه آزاد اسلامی واحد مراغه آذربایجان شرقی، مراغه
Erfan mojtahedzadeh
Ph D Candidate in Civil Engineering Construction Engineering and Management , Science and Research Branch, Islamic Azad University, Tehran, Iran
Asal ghorbani babareh
B Sc Student, Department of Civil Engineering, Islamic Azad University, West Tehran Branch, Tehran, Iran
شیوه ارجاع
mojtahedzadeh, Erfan and ghorbani babareh, Asal,1404,Analysis of the Influence of Nanosilica and Industrial By-Products on the Durability of Concrete Using Intelligent Modeling.,the 14th International Conference on Strategic Ideas in Architecture, Civil Engineering and Urban Planning in Iran,Mashhad
ارائهشده در
مجموعه مقالات چهاردهمین کنفرانس بین المللی ایده های راهبردی در معماری، عمران و شهرسازی ایران26 آبان 1404 · مشهد