Predicting The Complex Modulus of Magnetic Activated Carbon Modified Bitumen Using Artificial Neural Networks
نویسندگان
چکیده
Bu çal??mada Manyetik Aktif Karbon (MAK) ile modifiye edilmi? bitümlü ba?lay?c?n?n reolojik özellikleri ara?t?r?lm?? ve sonuçlar yapar sinir a?lar? tahmin edilmi?tir. Çal??ma kapsam?nda B160/220 penetrasyon s?n?f? ba?lay?c?ya %5, %10 %15 oranlar?nda MAK ilave edilerek bitümler elde edilmi?, ard?ndan üzerinde Dinamik Kayma Reometresi (DSR) cihaz? on farkl? frekansta (0.01-10Hz) dört s?cakl?kta (40°,50°,60°,70°C) frekans taramas? testi gerçekle?tirilmi?tir. Sonuçlar, ilavesinin kompleks modül de?erlerini art?r?p, faz aç?s? azaltarak elastik özelliklerini geli?tirdi?ini göstermi?tir. Daha sonra frekans, katk? oran? s?cakl?k de?erlerine ba?l? olarak de?i?en de?erleri yapay yöntemi de?erlerinin oldukça yüksek do?rulukta dü?ük hata edilebilece?ini
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ژورنال
عنوان ژورنال: Düzce Üniversitesi bilim ve teknoloji dergisi
سال: 2021
ISSN: ['2148-2446']
DOI: https://doi.org/10.29130/dubited.919452