Year 2019, Volume 25, Issue 3, Pages 297 - 303 2019-06-28

Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis
Çokdeğişkenli analiz ile katalitik hızlı pirolizin biyoyağ bileşenlerinin değerlendirilmesi

Hasan Merdun [1] , İsmail Veli Sezgin [2] , Begüm Güzelçiftçi [3]

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The presence and amounts of chemicals in bio-oil produced by catalytic fast pyrolysis are affected by the process parameters, hence, the relationships between the chemicals and process parameters need to be investigated in detail by multivariate analysis techniques. The present work classifies the most available 11 chemicals in bio-oil based on the 24 samples (treatments) of catalytic fast pyrolysis experiments of municipal solid wastes by using principle components analysis (PCA) and hierarchical cluster analysis (HCA). There were 3 principle components (PCs), but the first 2 PCs explained 74% of the total variance.  The samples and variables (chemicals) were clustered into 4 and 2 different groups, respectively, in PCA. The samples and variables were clustered in 2 main groups and a few subgroups in HCA. Both PCA and HCA results showed that there was a clear grouping in the samples and variables.

Katalitik hızlı piroliz yöntemi ile üretilen biyoyağdaki kimyasalların varlığı ve verimleri proses parametreleri tarafından etkilenmekte, dolayısıyla, kimyasallar ve proses parametreleri arasındaki ilişkiler çokdeğişkenli analiz teknikleri ile detaylı bir şekilde araştırılmalıdır.  Bu çalışma temel bileşenler analizi (PCA) ve hiyeraraşik sınıflama analizini (HCA) kullanarak belediye katı atıklarının katalitik hızlı piroliz deneylerinin 24 örneğine (konusuna) bağlı olarak biyoyağ içerisinde en fazla bulunan 11 kimyasal maddeyi sınıflandırmaktadır. Üç temel bileşen oluşmuş, fakat bunların ilk ikisi toplam değişkenliğin %74’ünü açıklamıştır.  PCA’inde örnekler ve değişkenler (kimyasallar) sırasıyla 4 ve 2 farklı grupta toplanmıştır.  HCA’inde ise örnekler ve değişkenler 2 ana grup ve birkaç alt grupta toplanmıştır.  PCA ve HCA’nin her ikisinin sonuçları da örneklerde ve değişkenlerde açık bir gruplanmanın olduğunu göstermiştir.
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Primary Language en
Subjects Engineering
Journal Section Research Article
Authors

Author: Hasan Merdun

Author: İsmail Veli Sezgin

Author: Begüm Güzelçiftçi

Dates

Publication Date: June 28, 2019

Bibtex @research article { pajes583882, journal = {Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi}, issn = {1300-7009}, eissn = {2147-5881}, address = {Pamukkale University}, year = {2019}, volume = {25}, pages = {297 - 303}, doi = {}, title = {Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis}, key = {cite}, author = {Merdun, Hasan and Sezgin, İsmail Veli and Güzelçiftçi, Begüm} }
APA Merdun, H , Sezgin, İ , Güzelçiftçi, B . (2019). Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 25 (3), 297-303. Retrieved from http://dergipark.org.tr/pajes/issue/45556/583882
MLA Merdun, H , Sezgin, İ , Güzelçiftçi, B . "Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis". Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 25 (2019): 297-303 <http://dergipark.org.tr/pajes/issue/45556/583882>
Chicago Merdun, H , Sezgin, İ , Güzelçiftçi, B . "Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis". Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 25 (2019): 297-303
RIS TY - JOUR T1 - Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis AU - Hasan Merdun , İsmail Veli Sezgin , Begüm Güzelçiftçi Y1 - 2019 PY - 2019 N1 - DO - T2 - Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi JF - Journal JO - JOR SP - 297 EP - 303 VL - 25 IS - 3 SN - 1300-7009-2147-5881 M3 - UR - Y2 - 2019 ER -
EndNote %0 Pamukkale University Journal of Engineering Sciences Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis %A Hasan Merdun , İsmail Veli Sezgin , Begüm Güzelçiftçi %T Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis %D 2019 %J Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi %P 1300-7009-2147-5881 %V 25 %N 3 %R %U
ISNAD Merdun, Hasan , Sezgin, İsmail Veli , Güzelçiftçi, Begüm . "Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis". Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 25 / 3 (June 2019): 297-303.
AMA Merdun H , Sezgin İ , Güzelçiftçi B . Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2019; 25(3): 297-303.
Vancouver Merdun H , Sezgin İ , Güzelçiftçi B . Evaluation of bio-oil compounds of catalytic fast pyrolysis by multivariate analysis. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2019; 25(3): 303-297.