Title :
Predicting runaway reaction in PVC batch process using Support Vector Machine
Author_Institution :
Manufacturing Production and Process Department, Politeknik Manufaktur Astra, Jl. Gaya Motor Raya No. 8, Sunter II, Jakarta 14330, Indonesia
Abstract :
In this paper, predicting runaway reaction in a PVC batch process using Support Vector Machine is reviewed. The use of support vector machines (SVM) is considered for their simpler design and implementation, and for allowing the better handling of complex and large data sets. In order to compare results with previously reported works, a case study such as the PVC batch process is considered. SVM achieves consistent and promising results.
Keywords :
batch process; runaway reaction; support vector machine (SVM);
Conference_Titel :
Conference Anthology, IEEE
Conference_Location :
China
DOI :
10.1109/ANTHOLOGY.2013.6784820