TY  - JOUR
AU  - Avramović, Jelena M.
AU  - Radosavljević, Dragana B.
AU  - Veličković, Ana V.
AU  - Stojković, Ivan
AU  - Stamenković, Olivera S.
AU  - Veljković, Vlada B.
PY  - 2019
UR  - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/4282
AB  - The present study compares the performances of the regression models developed by the response surface methodology combined with the full factorial, Box-Behnken or face central composite designs applied for the ultrasound-assisted KOH-catalyzed methanolysis of sunflower oil. While all models led to similar optimal reaction conditions, the models based on the simpler designs had the smaller corrected Akaike information criterion values, the insignificant lack of fit and the more favorable statistical criteria than the model based on the full factorial design. Including fewer experiments, the Box-Behnken design can be recommended for the optimization of ultrasound-assisted biodiesel production processes.
AB  - U radu se porede performanse regresionih modela razvijenih na osnovu kombinovanja metodologije površine odziva sa punim faktorijelnim, Boks-Benken-ovim ili centralnim kompozitnim planom kada se primene na ultrazvukom podržanu bazno-katalizovanu metanolizu suncokretovog ulja. Iako su svi modeli dali slične optimalne uslove reakcije, modeli zasnovani na jednostavnijim planovima imali su manje vrednosti Akaike-ovog informacionog kriterijuma, neznačajnu vrednost odstupanja od modela i povoljnije statističke kriterijume u odnosu na model zasnovan na punom faktorijelnim planu. Boks-Benken-ov plan, koji zahteva manji broj eksperimenata, može da se preporuči za optimizaciju proizvodnje biodizela u ultrazvučnom reaktoru.
PB  - Engineering Society for Corrosion, Belgrade, Serbia
T2  - Zaštita materijala
T1  - Statistical modeling and optimization of ultrasound-assisted biodiesel production using various experimental designs
T1  - Statističko modelovanje i optimizacija proizvodnje biodizela u prisustvu ultrazvuka primenom različitih eksperimentalnih planova
EP  - 80
IS  - 1
SP  - 70
VL  - 60
DO  - 10.5937/zasmat1901070A
ER  - 

@article{
author = "Avramović, Jelena M. and Radosavljević, Dragana B. and Veličković, Ana V. and Stojković, Ivan and Stamenković, Olivera S. and Veljković, Vlada B.",
year = "2019",
abstract = "The present study compares the performances of the regression models developed by the response surface methodology combined with the full factorial, Box-Behnken or face central composite designs applied for the ultrasound-assisted KOH-catalyzed methanolysis of sunflower oil. While all models led to similar optimal reaction conditions, the models based on the simpler designs had the smaller corrected Akaike information criterion values, the insignificant lack of fit and the more favorable statistical criteria than the model based on the full factorial design. Including fewer experiments, the Box-Behnken design can be recommended for the optimization of ultrasound-assisted biodiesel production processes., U radu se porede performanse regresionih modela razvijenih na osnovu kombinovanja metodologije površine odziva sa punim faktorijelnim, Boks-Benken-ovim ili centralnim kompozitnim planom kada se primene na ultrazvukom podržanu bazno-katalizovanu metanolizu suncokretovog ulja. Iako su svi modeli dali slične optimalne uslove reakcije, modeli zasnovani na jednostavnijim planovima imali su manje vrednosti Akaike-ovog informacionog kriterijuma, neznačajnu vrednost odstupanja od modela i povoljnije statističke kriterijume u odnosu na model zasnovan na punom faktorijelnim planu. Boks-Benken-ov plan, koji zahteva manji broj eksperimenata, može da se preporuči za optimizaciju proizvodnje biodizela u ultrazvučnom reaktoru.",
publisher = "Engineering Society for Corrosion, Belgrade, Serbia",
journal = "Zaštita materijala",
title = "Statistical modeling and optimization of ultrasound-assisted biodiesel production using various experimental designs, Statističko modelovanje i optimizacija proizvodnje biodizela u prisustvu ultrazvuka primenom različitih eksperimentalnih planova",
pages = "80-70",
number = "1",
volume = "60",
doi = "10.5937/zasmat1901070A"
}

Avramović, J. M., Radosavljević, D. B., Veličković, A. V., Stojković, I., Stamenković, O. S.,& Veljković, V. B.. (2019). Statistical modeling and optimization of ultrasound-assisted biodiesel production using various experimental designs. in Zaštita materijala
Engineering Society for Corrosion, Belgrade, Serbia., 60(1), 70-80.
https://doi.org/10.5937/zasmat1901070A

Avramović JM, Radosavljević DB, Veličković AV, Stojković I, Stamenković OS, Veljković VB. Statistical modeling and optimization of ultrasound-assisted biodiesel production using various experimental designs. in Zaštita materijala. 2019;60(1):70-80.
doi:10.5937/zasmat1901070A .

Avramović, Jelena M., Radosavljević, Dragana B., Veličković, Ana V., Stojković, Ivan, Stamenković, Olivera S., Veljković, Vlada B., "Statistical modeling and optimization of ultrasound-assisted biodiesel production using various experimental designs" in Zaštita materijala, 60, no. 1 (2019):70-80,
https://doi.org/10.5937/zasmat1901070A . .