Yıl 2017, Cilt 22, Sayı 3, Sayfalar 201 - 212 2017-12-31

Investigation of the Treatability of Hand-printed Textile Wastewaters by UV/H2O2 Using Artificial Neural Networks
EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI

Melike YALILI KILIÇ [1] , Taner YONAR [2]

78 102

In this study, the photooxidation of pollutants such as COD and color present in hand-printed textile wastewaters has been carried out in the presence of hydrogen peroxide (H2O2), using 256 nm UV light (15 W), and the results of the treatment has been presented. The obtained data has been successfully tested through a NeuroSolutions 5.06 model. Each sample has been characterized by three independent variables (i.e., pH, H2O2 concentration, and time of operation) and two dependent variables (i.e., color and COD). According to the results, pH is the predominant variable, and the reaction mean time and H2O2 volume are the less influential variables. The neural model obtained presented coefficients of correlation of 99% for COD and 99% for color, indicating the prediction power of the model and its character of generalization.

Bu çalışmada, el baskısı işletmelerinden kaynaklanan tekstil atıksularındaki KOİ ve renk gibi kirleticilerin fotooksidasyonu, UV/H2O2 prosesi ile 256 nm dalga boyunda, 15 W’lık lambaların kullanımıyla gerçekleştirilmiş ve arıtma sonuçları sunulmuştur. Veriler NeuroSolutions 5.06 model ile başarılı bir şekilde test edilmiştir. Her bir örnek, üç bağımsız değişken (pH, H2O2 konsantrasyonu, işletme süresi) ve iki bağımlı değişken (renk ve KOİ) ile karakterize edilmiştir. Sonuçlar, pH’ın baskın değişken olduğunu, reaksiyon süresi ile H2O2 konsantrasyonunun daha az etkili değişkenler olduğunu göstermiştir. Model, KOİ için %99 ve renk için %99 korelasyon katsayıları sunarken, modelin tahmin gücünü ve genellemenin karakterini belirtmektedir.

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Konular Mühendislik ve Temel Bilimler
Dergi Bölümü Araştırma Makaleleri
Yazarlar

Yazar: Melike YALILI KILIÇ
Kurum: ULUDAĞ ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, ÇEVRE MÜHENDİSLİĞİ BÖLÜMÜ
Ülke: Turkey


Yazar: Taner YONAR
Kurum: ULUDAĞ ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, ÇEVRE MÜHENDİSLİĞİ BÖLÜMÜ
Ülke: Turkey


Bibtex @araştırma makalesi { uumfd320528, journal = {Uludağ University Journal of The Faculty of Engineering}, issn = {2148-4147}, eissn = {2148-4155}, address = {Uludağ Üniversitesi}, year = {2017}, volume = {22}, pages = {201 - 212}, doi = {10.17482/uumfd.320528}, title = {EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI}, key = {cite}, author = {YONAR, Taner and YALILI KILIÇ, Melike} }
APA YALILI KILIÇ, M , YONAR, T . (2017). EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI. Uludağ University Journal of The Faculty of Engineering, 22 (3), 201-212. DOI: 10.17482/uumfd.320528
MLA YALILI KILIÇ, M , YONAR, T . "EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI". Uludağ University Journal of The Faculty of Engineering 22 (2017): 201-212 <http://dergipark.gov.tr/uumfd/issue/31375/320528>
Chicago YALILI KILIÇ, M , YONAR, T . "EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI". Uludağ University Journal of The Faculty of Engineering 22 (2017): 201-212
RIS TY - JOUR T1 - EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI AU - Melike YALILI KILIÇ , Taner YONAR Y1 - 2017 PY - 2017 N1 - doi: 10.17482/uumfd.320528 DO - 10.17482/uumfd.320528 T2 - Uludağ University Journal of The Faculty of Engineering JF - Journal JO - JOR SP - 201 EP - 212 VL - 22 IS - 3 SN - 2148-4147-2148-4155 M3 - doi: 10.17482/uumfd.320528 UR - http://dx.doi.org/10.17482/uumfd.320528 Y2 - 2017 ER -
EndNote %0 Uludağ University Journal of The Faculty of Engineering EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI %A Melike YALILI KILIÇ , Taner YONAR %T EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI %D 2017 %J Uludağ University Journal of The Faculty of Engineering %P 2148-4147-2148-4155 %V 22 %N 3 %R doi: 10.17482/uumfd.320528 %U 10.17482/uumfd.320528
ISNAD YALILI KILIÇ, Melike , YONAR, Taner . "EL BASKISI İŞLETMELERİNDEN KAYNAKLANAN TEKSTİL ATIKSULARININ UV/H2O2 PROSESİYLE ARITILABİLİRLİĞİNİN YAPAY SİNİR AĞLARI İLE ARAŞTIRILMASI". Uludağ University Journal of The Faculty of Engineering 22 / 3 (Aralık 2017): 201-212. http://dx.doi.org/10.17482/uumfd.320528