TY - GEN
T1 - Quality classification of uranium dioxide pellets for PWR reactor using ANFIS
AU - Sutarya, Dede
AU - Putro, Benyamin Kusumo
PY - 2011/12/1
Y1 - 2011/12/1
N2 - An ANFIS networks was used for classifying quality of green pellets for PWR reactor. It applied several physical indicators for classification; height; volume; weight and density. A total of 200 data sets of observation data was collected from one lot final compacting process of uranium dioxide pellets for PWR type reactors in the laboratory of experimental fuel element installation (IEBE) BATAN and used for training and testing the model. The performance criterion selected for the comparison between the actual and the estimated data are the root mean square error (RMSE), maximum relative error (MRE), and goodness of fit (R 2). Up to 90% of the data could be correctly classified using this model. It is applicable in evaluation and classification of pellets quality.
AB - An ANFIS networks was used for classifying quality of green pellets for PWR reactor. It applied several physical indicators for classification; height; volume; weight and density. A total of 200 data sets of observation data was collected from one lot final compacting process of uranium dioxide pellets for PWR type reactors in the laboratory of experimental fuel element installation (IEBE) BATAN and used for training and testing the model. The performance criterion selected for the comparison between the actual and the estimated data are the root mean square error (RMSE), maximum relative error (MRE), and goodness of fit (R 2). Up to 90% of the data could be correctly classified using this model. It is applicable in evaluation and classification of pellets quality.
KW - adaptive neuro fuzzy inference system
KW - classification
KW - uranium dioxide pellets quality
UR - http://www.scopus.com/inward/record.url?scp=84856925960&partnerID=8YFLogxK
U2 - 10.1109/TENCON.2011.6129075
DO - 10.1109/TENCON.2011.6129075
M3 - Conference contribution
AN - SCOPUS:84856925960
SN - 9781457702556
T3 - IEEE Region 10 Annual International Conference, Proceedings/TENCON
SP - 118
EP - 122
BT - TENCON 2011 - 2011 IEEE Region 10 Conference
T2 - 2011 IEEE Region 10 Conference: Trends and Development in Converging Technology Towards 2020, TENCON 2011
Y2 - 21 November 2011 through 24 November 2011
ER -