In this study, during the production phase of 300 and 350 dosages concretes that has 0.60 water/cement ratio, clipped glass fibre added to the mixture in ratio of four including the filler material and 25, 50, 75 and 100% volume ratio waste marble dust which can be used in place of filler material. Compressive strength, splitting tensile strength, ultrasonic pulse velocity and porosity coefficient of obtained sample were determined. Approximate estimation of compressive strength performed via selecting dosages, fibre ratio, marble dust ratio, porosity coefficient, ultrasonic pulse velocity and splitting tensile strength as an input of Artificial Neural Network (ANN). As a result of this study, developed ANN model compared with the obtained experimental values and it was detected that results match with each other.Bu ?aly?mada, su/?imento orany 0,60 olan, 300 ve 350 dozlu betonlaryn üretimi syrasynda kary?yma 4 farkly oranda kyrpylmy? cam lif ilave edilerek elde edilen bu serilere filler malzeme ile hacimce %25, 50, 75 ve 100 oranlarynda yer de?i?tirecek ?ekilde atyk mermer tozu ilave edildi. Elde edilen numunelerin ultrases ge?i? hyzlary, porozite de?erleri, yarmada ?ekme dayanymlary ve basyn? dayanymlary belirlendi. Yapay sinir a?yna (YSA) girdi seti olarak dozaj, agrega miktary, lif orany, mermer tozu orany, porozite, ultrases ge?i? hyzy ve yarmada ?ekme dayanymy de?erleri se?ilerek basyn? dayanymlary tahmin edildi. ?aly?ma sonucunda, geli?tirilen YSA modeli ile deneysel olarak elde edilen veriler kar?yla?tyryldy ve sonu?laryn uyum i?erisinde oldu?u belirlendi.
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机译：在这项研究中，在水和水泥比为0.60的300和350剂量混凝土的生产阶段，将夹层玻璃纤维以四种比例添加到混合物中，其中包括填充材料以及25、50、75和100％体积比的废大理石可以代替填充材料的粉尘。测定所得样品的抗压强度，劈裂抗张强度，超声脉冲速度和孔隙率。通过选择剂量，纤维比率，大理石粉尘比率，孔隙率系数，超声脉冲速度和劈裂抗张强度作为人工神经网络（ANN）的输入来进行抗压强度的近似估算。这项研究的结果是，开发的ANN模型与获得的实验值进行了比较，并发现结果彼此匹配。Bu？aly？mada，su /？imento orany 0,60 olan，300 ve 350 dozlu betonlarynüretimisyrasynda kary？yma 4 farkly oranda kyrpylmy？ cam lif ilave edilerek elde edilen bu serilere填充物危害％25，50，75 ve 100 oranlarynda yer de？iretikce ekilde atyk mermer tozu ilave edildi。 Elde edilen numunelerin ultrases ge？i？ hyzlary，porozite de？erleri，yarmada？ekme dayanymlary ve basyn？ Dayanymlary Belirlendi。 Yapay sinir a？yna（YSA）girdi seti olarak dozaj，agrega miktary，lif orany，mermer tozu orany，porozite，Ultrases ge？i？ Hyzy ve yarmada？ekme dayanymy de？erleri se？ilerek basyn？丹尼姆利·塔赫敏·埃迪尔迪。 ？aly？ma sonucunda，geli？tirilen，YSA modeli ile deneysel olarak elde edilen veriler kar？yla？tyryldy ve sonu？laryn uyum i？erisinde oldu？u belirlendi。
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