EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS

Öz The growing concern about energy consumption of heating and cooling of buildings has led to a demand for improved thermal performances of building materials. In this study, an experimental investigation is performed to predict the thermal insulation properties of wall structures of which the mechanical properties are known; by using Levenberg-Marquardt training algorithm based artificial neural network (ANNs) method for energy efficient buildings. The produced samples are cement based and have relatively high insulation properties for energy efficient buildings. In this regard, 102 new concrete samples and their compositions are produced and their mechanical and thermal properties are tested in accordance with ASTM and EN standards. Then, comparisons have been made between the experimental results and the ANN predicted results. It can be concluded that thermal performance of lightweight materials could be predicted with high accuracy using artificial neural network approach

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Bibtex @ { ejt376667, journal = {European Journal of Technique (EJT)}, issn = {2536-5010}, eissn = {2536-5134}, address = {INESEG Yayıncılık Dicle Üniversitesi Teknokent, Sur/Diyarbakır}, publisher = {Hibetullah KILIÇ}, year = {2017}, volume = {7}, pages = {33 - 41}, doi = {}, title = {EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS}, key = {cite}, author = {Sevim, Davut and Fidan, Şehmus and Polat, Süleyman and Oktay, Hasan} }
APA Sevim, D , Fidan, Ş , Polat, S , Oktay, H . (2017). EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS . European Journal of Technique (EJT) , 7 (1) , 33-41 . Retrieved from https://dergipark.org.tr/tr/pub/ejt/issue/34033/376667
MLA Sevim, D , Fidan, Ş , Polat, S , Oktay, H . "EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS" . European Journal of Technique (EJT) 7 (2017 ): 33-41 <https://dergipark.org.tr/tr/pub/ejt/issue/34033/376667>
Chicago Sevim, D , Fidan, Ş , Polat, S , Oktay, H . "EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS". European Journal of Technique (EJT) 7 (2017 ): 33-41
RIS TY - JOUR T1 - EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS AU - Davut Sevim , Şehmus Fidan , Süleyman Polat , Hasan Oktay Y1 - 2017 PY - 2017 N1 - DO - T2 - European Journal of Technique (EJT) JF - Journal JO - JOR SP - 33 EP - 41 VL - 7 IS - 1 SN - 2536-5010-2536-5134 M3 - UR - Y2 - 2021 ER -
EndNote %0 European Journal of Technique EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS %A Davut Sevim , Şehmus Fidan , Süleyman Polat , Hasan Oktay %T EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS %D 2017 %J European Journal of Technique (EJT) %P 2536-5010-2536-5134 %V 7 %N 1 %R %U
ISNAD Sevim, Davut , Fidan, Şehmus , Polat, Süleyman , Oktay, Hasan . "EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS". European Journal of Technique (EJT) 7 / 1 (Nisan 2017): 33-41 .
AMA Sevim D , Fidan Ş , Polat S , Oktay H . EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS. EJT. 2017; 7(1): 33-41.
Vancouver Sevim D , Fidan Ş , Polat S , Oktay H . EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS. European Journal of Technique (EJT). 2017; 7(1): 33-41.
IEEE D. Sevim , Ş. Fidan , S. Polat ve H. Oktay , "EXPERIMENTAL AND ARTICIAL NEURAL NETWORK BASED STUDIES ON THERMAL CONDUCTIVITY OF LIGHTWEIGHT BUILDING MATERIALS", European Journal of Technique (EJT), c. 7, sayı. 1, ss. 33-41, Nis. 2017