Development and implementation of an adaptive fuzzy-neural-network controller for brushless drives

IEEE Transactions on Industry Applications

Volumn 38, Issue 2, 2002, Pages 441-447

  Rubaai, Ahmed ^a,b   Ricketts, Daniel ^b   Kankam, M David ^a,c  

^a IEEE   (United States)

^b Howard University   (United States)

^c NASA GLENN RESEARCH CENTER   (United States)

Author keywords

Brushless drives; Fuzzy neural network controller; Proportional integral controller; Speed control

Indexed keywords

BRUSHLESS DRIVES;

ADAPTIVE CONTROL SYSTEMS; FUZZY SETS; LEARNING ALGORITHMS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; PROPORTIONAL CONTROL SYSTEMS; SPEED CONTROL;

FUZZY CONTROL;

EID: 0036506122     PISSN: 00939994     EISSN: None     Source Type: Journal    
DOI: 10.1109/28.993165     Document Type: Conference Paper

References (14)

1. Robust nonlinear control of brushless dc motors for direct-drive robotic applications
2. Practical robust stabilization of PMAC servo drive based on continuous variable structure control
3. DSP-based adaptive control of a brushless motor
4. A robust adaptive controller for PM motor drives in robotic application
5. Experimental verification of a hybrid fuzzy controller for a high performance brushless DC drive system
6. Fuzzy controller for inverter fed induction machines
7. Fuzzy logic application for intelligent control of a variable speed drive
8. Neural net-based robust controller design for brushless DC motor drives
9. A continually online-trained neural network controller for brushless DC motor drives
10. High performance drive of DC brushless motors using neural network
11. Online adaptive artificial neural network based vector control of permanent magnet synchronous motors