TY - JOUR
T1 - The reliability of multi-parameter insulation diagnosis
AU - Wu, Kai
AU - Shen, Wei
AU - Meng, Yongpeng
AU - Cao, Wen
AU - Pan, Cheng
AU - Cheng, Yonghong
AU - Zhang, Xiaohong
PY - 2010/2
Y1 - 2010/2
N2 - On the basis of statistical theory, a method to determine quantitatively the reliability of multi-parameter diagnosis and to optimize the algorithm of multi-parameter diagnosis is put forward. Moreover, as an example, this method is applied to the estimation of residual breakdown voltage of generator bars and the optimized multi-parameter diagnosis algorithm is determined on the basis of actual data. Comparing with experimental data, it shows that the result of multi-parameter prediction model is more accurate than that of single-parameter prediction model when choosing the appropriate parameters group, however the quantity of parameters is not the more the better. To choose appropriate parameters for assessing insulation condition is important.
AB - On the basis of statistical theory, a method to determine quantitatively the reliability of multi-parameter diagnosis and to optimize the algorithm of multi-parameter diagnosis is put forward. Moreover, as an example, this method is applied to the estimation of residual breakdown voltage of generator bars and the optimized multi-parameter diagnosis algorithm is determined on the basis of actual data. Comparing with experimental data, it shows that the result of multi-parameter prediction model is more accurate than that of single-parameter prediction model when choosing the appropriate parameters group, however the quantity of parameters is not the more the better. To choose appropriate parameters for assessing insulation condition is important.
KW - Choice of parameters
KW - Insulation diagnosis
KW - Multi parameter
UR - https://www.scopus.com/pages/publications/77249122572
U2 - 10.1109/TDEI.2010.5412028
DO - 10.1109/TDEI.2010.5412028
M3 - 文章
AN - SCOPUS:77249122572
SN - 1070-9878
VL - 17
SP - 280
EP - 286
JO - IEEE Transactions on Dielectrics and Electrical Insulation
JF - IEEE Transactions on Dielectrics and Electrical Insulation
IS - 1
M1 - 5412028
ER -