Wavelet Transform with Fuzzy Tuning Based Indirect Field Oriented Speed Control of Three-Phase Induction Motor Drive

被引:0
|
作者
Sanjeevikumar, P. [1 ]
Daya, J. L. Febin [2 ]
Wheeler, Patrick [3 ]
Blaabjerg, Frede [4 ]
Fedak, Viliam [5 ]
Ojo, Joseph Olorunfemi [6 ,7 ]
机构
[1] Ohm Technol, Res & Dev, Madras, Tamil Nadu, India
[2] VIT Univ, Sch Elect Engn, Madras, Tamil Nadu, India
[3] Univ Nottingham, Dept Elect & Elect Engn, Power Elect Machines & Control Grp, Nottingham NG7 2RD, England
[4] Aalborg Univ, Dept Energy Technol, Aalborg, Denmark
[5] Tech Univ Kosice, Dept Elect Engn & Mechatron, Kosice, Slovakia
[6] Tennessee Technol Univ, Dept Elect & Comp Engn, Energy Syst Res Ctr, Cookeville, TN USA
[7] Univ KwaZulu Natal, Eskom Ctr Excellence HVDC Engn, Durban, South Africa
来源
2015 INTERNATIONAL CONFERENCE ON ELECTRICAL DRIVES AND POWER ELECTRONICS (EDPE) | 2015年
关键词
Transform; Fuzzy Logic; Speed Control; Induction Motor; PI controller; Neural network; NEURAL-NETWORK CONTROL; SERVO DRIVE;
D O I
暂无
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
This manuscript presents the details about the novel controller using wavelet transform and fuzzy logic tuning for speed control of an induction motor drive. The conventional proportional-integral (PI) speed controller in an indirect vector control of induction motor drive has been replaced by the proposed controller for an improved transient and steady state performances. The discrete wavelet transform has been used to decompose the error speed into different frequency components and the fuzzy logic is used to generate the scaling gains of the wavelet controller. The complete model of the proposed controller along with an induction motor drive incorporating the proposed controller has been developed in numerical simulation software using Matlab/Simulink environment and a set of results are provided within this paper in comparison to the conventional controller scheme.
引用
收藏
页码:111 / 116
页数:6
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