Fuzzy logic based on-line fault detection and classification in transmission line

被引:42
作者
Adhikari, Shuma [1 ]
Sinha, Nidul [2 ]
Dorendrajit, Thingam [1 ]
机构
[1] Natl Inst Technol Manipur, Dept Elect Engn, Imphal, Manipur, India
[2] Natl Inst Technol Silchar, Dept Elect Engn, Silchar, Assam, India
关键词
Fault; Power system protection; CRIO; Fuzzy logic; WAVELET MULTIRESOLUTION ANALYSIS; NEURAL-NETWORK; INFERENCE SYSTEM; RELAYING SCHEME; PROTECTION; IDENTIFICATION; TRANSFORM; LOCATION;
D O I
10.1186/s40064-016-2669-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study presents fuzzy logic based online fault detection and classification of transmission line using Programmable Automation and Control technology based National Instrument Compact Reconfigurable i/o (CRIO) devices. The LabVIEW software combined with CRIO can perform real time data acquisition of transmission line. When fault occurs in the system current waveforms are distorted due to transients and their pattern changes according to the type of fault in the system. The three phase alternating current, zero sequence and positive sequence current data generated by LabVIEW through CRIO-9067 are processed directly for relaying. The result shows that proposed technique is capable of right tripping action and classification of type of fault at high speed therefore can be employed in practical application.
引用
收藏
页数:14
相关论文
共 25 条
[1]   Application of wavelet multiresolution analysis for identification and classification of faults on transmission lines [J].
Chanda, D ;
Kishore, NK ;
Sinha, AK .
ELECTRIC POWER SYSTEMS RESEARCH, 2005, 73 (03) :323-333
[2]   NEURAL-NETWORK APPROACH TO FAULT CLASSIFICATION FOR HIGH-SPEED PROTECTIVE RELAYING [J].
DALSTEIN, T ;
KULICKE, B .
IEEE TRANSACTIONS ON POWER DELIVERY, 1995, 10 (02) :1002-1011
[3]   Fuzzy-logic-based fault classification scheme for digital distance protection [J].
Das, B ;
Reddy, JV .
IEEE TRANSACTIONS ON POWER DELIVERY, 2005, 20 (02) :609-616
[4]  
Dash, 2014, ADV ARTIF NEURAL SYS, DOI 10.1155/2014/230382
[5]   A novel fuzzy neural network based distance relaying scheme [J].
Dash, PK ;
Pradhan, AK ;
Panda, G .
IEEE TRANSACTIONS ON POWER DELIVERY, 2000, 15 (03) :902-907
[6]   Fault diagnosis system for series compensated transmission line based on wavelet transform and adaptive neuro-fuzzy inference system [J].
Eristi, Huseyin .
MEASUREMENT, 2013, 46 (01) :393-401
[7]   A FUZZY-SET APPROACH TO FAULT-TYPE IDENTIFICATION IN DIGITAL RELAYING [J].
FERRERO, A ;
SANGIOVANNI, S ;
ZAPPITELLI, E .
IEEE TRANSACTIONS ON POWER DELIVERY, 1995, 10 (01) :169-175
[8]  
Jain, 2013, HINDAWI ADV ARTIF IN, V2013, P1, DOI [10.1155/2013/271865, DOI 10.1155/2013/271865]
[9]   Fault detection and classification in electrical power transmission system using artificial neural network [J].
Jamil, Majid ;
Sharma, Sanjeev Kumar ;
Singh, Rajveer .
SPRINGERPLUS, 2015, 4
[10]   An improved fault detection classification and location scheme based on wavelet transform and artificial neural network for six phase transmission line using single end data only [J].
Koley, Ebha ;
Verma, Khushaboo ;
Ghosh, Subhojit .
SPRINGERPLUS, 2015, 4