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Pregled bibliografske jedinice broj: 1022659

Fouling Detection in Industrial Heat Exchanger Using Neural Network Models


Ujević Andrijić, Željka; Bolf, Nenad; Brzović, Adriana; Dorić, Hrvoje
Fouling Detection in Industrial Heat Exchanger Using Neural Network Models // The 12th EUROPEAN CONGRESS OF CHEMICAL ENGINEERING//Book of abstracts
Firenca, Italija: Italian Association of Chemical Engineering (AIDIC), 2019. str. 2055-2057 (poster, međunarodna recenzija, prošireni sažetak, znanstveni)


CROSBI ID: 1022659 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Fouling Detection in Industrial Heat Exchanger Using Neural Network Models

Autori
Ujević Andrijić, Željka ; Bolf, Nenad ; Brzović, Adriana ; Dorić, Hrvoje

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, prošireni sažetak, znanstveni

Izvornik
The 12th EUROPEAN CONGRESS OF CHEMICAL ENGINEERING//Book of abstracts / - : Italian Association of Chemical Engineering (AIDIC), 2019, 2055-2057

ISBN
978-88-95608-75-4

Skup
12th European Congress of Chemical Engineering (ECCE 12) ; 5th European Congress of Applied Biotechnology (ECAB 5)

Mjesto i datum
Firenca, Italija, 15.09.2019. - 19.09.2019

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Fouling detection ; Neural networks ; Fault detection ; Preventive maintenance

Sažetak
An online monitoring system is developed for a shell and tube heat exchanger at hydrocracking plant. Neural network models are developed using inferential variables (temperature and flow rates of hot and cold stream) for predicting heat exchanger outlet temperatures. The deviation between predicted and actual values indicates performance degradation due to fouling. The developed models are designed to establish an on-line monitoring system for maintaining operating efficiency of refinery plants.

Izvorni jezik
Engleski

Znanstvena područja
Kemijsko inženjerstvo



POVEZANOST RADA


Ustanove:
Fakultet kemijskog inženjerstva i tehnologije, Zagreb

Profili:

Avatar Url Željka Ujević Andrijić (autor)

Avatar Url Hrvoje Dorić (autor)

Avatar Url Nenad Bolf (autor)


Citiraj ovu publikaciju:

Ujević Andrijić, Željka; Bolf, Nenad; Brzović, Adriana; Dorić, Hrvoje
Fouling Detection in Industrial Heat Exchanger Using Neural Network Models // The 12th EUROPEAN CONGRESS OF CHEMICAL ENGINEERING//Book of abstracts
Firenca, Italija: Italian Association of Chemical Engineering (AIDIC), 2019. str. 2055-2057 (poster, međunarodna recenzija, prošireni sažetak, znanstveni)
Ujević Andrijić, Ž., Bolf, N., Brzović, A. & Dorić, H. (2019) Fouling Detection in Industrial Heat Exchanger Using Neural Network Models. U: The 12th EUROPEAN CONGRESS OF CHEMICAL ENGINEERING//Book of abstracts.
@article{article, author = {Ujevi\'{c} Andriji\'{c}, \v{Z}eljka and Bolf, Nenad and Brzovi\'{c}, Adriana and Dori\'{c}, Hrvoje}, year = {2019}, pages = {2055-2057}, keywords = {Fouling detection, Neural networks, Fault detection, Preventive maintenance}, isbn = {978-88-95608-75-4}, title = {Fouling Detection in Industrial Heat Exchanger Using Neural Network Models}, keyword = {Fouling detection, Neural networks, Fault detection, Preventive maintenance}, publisher = {Italian Association of Chemical Engineering (AIDIC)}, publisherplace = {Firenca, Italija} }
@article{article, author = {Ujevi\'{c} Andriji\'{c}, \v{Z}eljka and Bolf, Nenad and Brzovi\'{c}, Adriana and Dori\'{c}, Hrvoje}, year = {2019}, pages = {2055-2057}, keywords = {Fouling detection, Neural networks, Fault detection, Preventive maintenance}, isbn = {978-88-95608-75-4}, title = {Fouling Detection in Industrial Heat Exchanger Using Neural Network Models}, keyword = {Fouling detection, Neural networks, Fault detection, Preventive maintenance}, publisher = {Italian Association of Chemical Engineering (AIDIC)}, publisherplace = {Firenca, Italija} }




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