Fuzzy logic-based induction motor protection system

被引:6
作者
Uyar, Okan [1 ]
Cunkas, Mehmet [2 ]
机构
[1] Selcuk Univ, Tech Educ Fac, TR-42003 Konya, Turkey
[2] Selcuk Univ, Fac Technol, TR-42003 Konya, Turkey
关键词
Fault diagnosis; Fuzzy logic; Induction motor protection; FAULT-DETECTION; DIAGNOSIS; ALGORITHM;
D O I
10.1007/s00521-012-0862-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The protection is very important to detect abnormal motor running conditions such as over current, over voltage, overload, over temperature, and so on. When a failure is sensed by the protection system, a time delay should be specified to trip the motor. In the classical systems, motors are stopped with the time delay, which is adjusted constantly without considering the fault level. This paper presents a fuzzy logic-based protection system covering six different fault parameters for induction motors. This paper focuses on a new time-delay calculation for stopping induction motor and improves the overall detection performance. The time delay is computed by fuzzy logic method according to various fault parameters when one of the failures occurs on the motor. This system is successfully tested in real-time faults on the motor, and it shows that it provides sensitive protection by fuzzy rules.
引用
收藏
页码:31 / 40
页数:10
相关论文
共 26 条
[1]  
[Anonymous], 2004, Fuzzy Logic with Engineering Applications
[2]   Automatic detection and classification of rotor cage faults in squirrel cage induction motor [J].
Arabaci, Hayri ;
Bilgin, Osman .
NEURAL COMPUTING & APPLICATIONS, 2010, 19 (05) :713-723
[3]   Determination of induction motor parameters with differential evolution algorithm [J].
Arslan, Mustafa ;
Cunkas, Mehmet ;
Sag, Tahir .
NEURAL COMPUTING & APPLICATIONS, 2012, 21 (08) :1995-2004
[4]   Multiple signature processing-based fault detection schemes for broken rotor bar in induction motors [J].
Ayhan, B ;
Chow, MY ;
Song, MH .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2005, 20 (02) :336-343
[5]   Fault detection and protection of induction motors using sensors [J].
Bayindir, Ramazan ;
Sefa, Ibrahim ;
Colak, Ilhami ;
Bektas, Askin .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2008, 23 (03) :734-741
[6]   Novel approach based on microcontroller to online protection of induction motors [J].
Bayindir, Ramazan ;
Sefa, Ibrahim .
ENERGY CONVERSION AND MANAGEMENT, 2007, 48 (03) :850-856
[7]   Advances in Diagnostic Techniques for Induction Machines [J].
Bellini, Alberto ;
Filippetti, Fiorenzo ;
Tassoni, Carta ;
Capolino, Gerard-Andre .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (12) :4109-4126
[8]   Induction motors' faults detection and localization using stator current advanced signal processing techniques [J].
Benbouzid, MEH ;
Vieira, M ;
Theys, C .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 1999, 14 (01) :14-22
[9]   Mechanical load fault detection in induction motors by stator current time-frequency analysis [J].
Blodt, Martin ;
Chabert, Marie ;
Regnier, Jeremi ;
Faucher, Jean .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2006, 42 (06) :1454-1463
[10]  
Çolak I, 2007, POWERENG2007: INTERNATIONAL CONFERENCE ON POWER ENGINEERING - ENERGY AND ELECTRICAL DRIVES PROCEEDINGS, VOLS 1 & 2, P96