Tekstil Endüstrisi Atiksularinda Boi-Koi-Akm Parametrelerinin Yapay Sinir Aglari Kullanilarak Tahmin Edilmesi

Yasemin DAMAR

Article Details

Tekstil Endüstrisi Atiksularinda Boi-Koi-Akm Parametrelerinin Yapay Sinir Aglari Kullanilarak Tahmin Edilmesi

Authors:

Yasemin DAMAR

Publisher:

Fevzullah TEMURTAŞ

Journal:

Electronic Letters on Science and Engineering 2005 Vol.1 Issue 2, pp.17-21

Document Type:

Article

Publication Date:

7/2005

Document Language:

Turkish

Document ID (Org No.):

2000407346

pISSN:

1305-8614

Abstract:

 

This study has been done by the aim of estimeting BOD (Biological Oxygen Demand)-COD (Chemical Oxygen
 Demand)-SS (Suspended Solid) parameters in the wastewater of textile industry which has been established in
 Sakarya City. Wastewater and domestic quantitatived water, which is originated from this plant, is treated with
 biological treatment by using activated sludge treatment plant. BOD, COD,SS parameters, which are used in this
 study, have 20 unit values and the values are in the form of measured values in the treatment plant influence and
 treatment plant effluence. For the each parameter 40 unit values have been found on the point of treatment plant
 influence and treatment plant effluence. By using these values in the back probagation artificia l neural network, 15
 unit have been used as training, 5 unit have been as test value of 20 unit values which belong to each parameter and
 values have been tried to estiamate. When the results of artificial neural network has been examined, calculated
 values have been seemed to approached very closed to real values.

 

Bu çalisma; Sakarya Il’inde kurulu bulunan tekstil endüstrisi atiksularinda BOI(Biyokimyasal Oksijen
 Ihtiyaci)-KOI(Kimyasal Oksijen Ihtiyaci)-AKM(Askida Kati Madde) parametrelerinin yapay sinir aglari
 kullanilarak tahmin edilmesi amaciyla yapilmistir. Bu tesisten kaynaklanan atiksular ve evsel nitelikli sular Aktif
 Çamur Aritma Tesisi kullanilarak biyolojik aritma ile aritilmaktadir. Bu çalismada kullanilan BOI, KOI, AKM
 parametrelerine ait degerler 20 adet olup aritma tesisine giriste ölçülen ve aritma tesisinden çikista ölçülen degerler
 seklindedir. Her bir parametre için aritma tesisi giris ve aritma tesisinden çikista olmak üzere 40 adet deger
 bulunmaktadir. Sinirli sayida olan bu degerler kullanilarak ileri beslemeli yapay sinir aglarinda her bir parametreye
 ait 20 adet olan degerlerin 15 tanesi egitim, 5 tanesi de test degeri olarak kullanilmis ve degerler tahmin edilmeye
 çalisilmistir. Yapay sinir aglarinin sonuçlari incelendiginde elde edilen degerlerin gerçek degerlere çok yaklastigi
 görülmüstür.

Article Details

Tekstil Endüstrisi Atiksularinda Boi-Koi-Akm Parametrelerinin Yapay Sinir Aglari Kullanilarak Tahmin Edilmesi

Authors: Yasemin DAMAR

Publisher: Fevzullah TEMURTAŞ

Journal: Electronic Letters on Science and Engineering 2005 Vol.1 Issue 2, pp.17-21

Document Type: Article

Publication Date: 7/2005

Document Language: Turkish

Document ID (Org No.): 2000407346

pISSN: 1305-8614

Issues

Authors:

Yasemin DAMAR

Publisher:

Fevzullah TEMURTAŞ

Journal:

Electronic Letters on Science and Engineering 2005 Vol.1 Issue 2, pp.17-21

Document Type:

Article

Publication Date:

7/2005

Document Language:

Turkish

Document ID (Org No.):

2000407346

pISSN:

1305-8614