Type-1 and Type-2 Fuzzy Logic and Sliding-Mode Based Speed Control of Direct Torque and Flux Control Induction Motor Drives - A Comparative Study

被引:10
作者
Ramesh, Tejavathu [1 ]
Panda, A. K. [1 ]
Kumar, S. Shiva [1 ]
机构
[1] Natl Inst Technol Rourkela, Dept Elect Engn, Rourkela 769008, Orissa, India
来源
INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS | 2013年 / 14卷 / 05期
关键词
direct torque control; induction motor drive; type-1 fuzzy logic speed controller; type-1 fuzzy sliding-mode speed controller; type-2 fuzzy logic speed controller;
D O I
10.1515/ijeeps-2013-0067
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this research study, the performance of direct torque and flux control induction motor drive (IMD) is presented using five different speed control techniques. The performance of IMD mainly depends on the design of speed controller. The PI speed controller requires precisemathematical model, continuous and appropriate gain values. Therefore, adaptive control based speed controller is desirable to achieve high-performance drive. The sliding-mode speed controller (SMSC) is developed to achieve continuous control of motor speed and torque. Furthermore, the type-1 fuzzy logic speed controller (T1FLSC), type-1 fuzzy SMSC and a new type-2 fuzzy logic speed controller are designed to obtain high performance, dynamic tracking behaviour, speed accuracy and also robustness to parameter variations. The performance of each control technique has been tested for its robustness to parameter uncertainties and load disturbances. The detailed comparison of different control schemes are carried out in a MATALB/Simulink environment at different speed operating conditions, such as, forward and reversal motoring under no-load, load and sudden change in speed.
引用
收藏
页码:385 / 400
页数:16
相关论文
共 29 条
[1]  
[Anonymous], 1998, INTRO TYPE 2 FUZZY L
[2]   Integral sliding-mode controller for induction motor based on field-oriented control theory [J].
Barambones, O. ;
Garrido, A. J. ;
Maseda, F. J. .
IET CONTROL THEORY AND APPLICATIONS, 2007, 1 (03) :786-794
[3]   Speed control of induction motors using a novel fuzzy sliding-mode structure [J].
Barrero, F ;
González, A ;
Torralba, A ;
Galván, E ;
Franquelo, LG .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2002, 10 (03) :375-383
[4]  
Bose BK., 2002, MODERN POWER ELECT A
[5]   Direct torque control of PWM inverter-fed AC motors - A survey [J].
Buja, GS ;
Kazmierkowski, MP .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2004, 51 (04) :744-757
[6]  
Chen CY, 2009, INT J INNOV COMPUT I, V5, P3603
[7]   Direct torque and flux control of an IPM synchronous motor drive using a backstepping approach [J].
Foo, G. ;
Rahman, M. F. .
IET ELECTRIC POWER APPLICATIONS, 2009, 3 (05) :413-421
[8]   Artificial intelligence-based speed control of DTC induction motor drives-A comparative study [J].
Gadoue, S. M. ;
Giaouris, D. ;
Finch, J. W. .
ELECTRIC POWER SYSTEMS RESEARCH, 2009, 79 (01) :210-219
[9]   MRAS Sensorless Vector Control of an Induction Motor Using New Sliding-Mode and Fuzzy-Logic Adaptation Mechanisms [J].
Gadoue, Shady M. ;
Giaouris, Damian ;
Finch, John W. .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2010, 25 (02) :394-402
[10]  
GADOUE SM, 2005, P 5 INT C TECHN AUT, P85