Extreme learning machine based phase angle control for stator-doubly-fed doubly salient motor for electric vehicles

2008 IEEE Vehicle Power and Propulsion Conference, VPPC 2008

Volumn , Issue , 2008, Pages

  Kong, Xiangxin ^a,b   Cheng, Ming ^a   Shu, Yagang ^a  

^a SOUTHEAST UNIVERSITY   (China)

^b QUFU NORMAL UNIVERSITY   (China)

Author keywords

Electric vehicles; Phase angle control; SLFNs; Special learning machine; Stator doubly fed doubly salient motor

Indexed keywords

AUTOMOBILES; EDUCATION; ELECTRIC AUTOMOBILES; ELECTRIC GENERATORS; ELECTRIC VEHICLES; EXPERIMENTS; FEEDFORWARD NEURAL NETWORKS; LEARNING SYSTEMS; MOTORS; NEURAL NETWORKS; PROPULSION; SPEED; STATORS; VEHICLES;

ANGLE CONTROLS; ARMATURE CURRENTS; BASE SPEEDS; CONSTANT POWERS; CONSTANT TORQUES; CONTROL SCHEMES; DOUBLY SALIENTS; EXPERIMENTAL DATUMS; EXTREME LEARNING MACHINES; HIDDEN LAYERS; HIGH TORQUES; KEY FACTORS; LOW SPEEDS; NONLINEAR RELATIONSHIPS; PHASE ANGLE CONTROL; PHASE ANGLES; SLFNS; SPECIAL LEARNING MACHINE; SPEED OPERATIONS;

LEARNING ALGORITHMS;

EID: 57849083579     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VPPC.2008.4677510     Document Type: Conference Paper

References (8)

1. Cheng Ming, Fan Ying, and Chau K-T, "Design and analysis of a novel stator-doubly-fed doubly salient motor for electrical vehicles", Journal of Applied Physics, 2005, vol. 97, no. 10, 10Q508.
2. Kong X-X and Cheng Ming, "Static characteristics of a novel stator doubly-fed doubly salient motor for electric vehicles", ICEMS2005, Nanjing, China, 27-29, Sept. 2005, Vol. I, pp. 866-869.
3. Chau K-T, Cheng Ming and Chan C. C., "Nonlinear magnetic circuit analysis for a novel stator-doubly-fed doubly salient machine", IEEE Transactions on Magnetic, Sept. 2002, Vol. 38, No. 5, Part 1, pp. 2382-2384.
4. Fan Ying and Chau K-T, "Design, modeling and analysis of a brushless doubly-fed doubly-salient machine for electric vehicles", ICEMS2005, Nanjing, China, 27-29 September 2005, Vol. 1, pp. 614-619.
5. Corzine K-A, Hegner H-J, "Analysis of a current regulated brushless DC driver", IEEE Transactions on Energy Conversion, Sept. 1995, Vol. 10, No. 3, pp. 438-445.
6. Huang G-B, Zhu Q-Y, Siew C-K, "Extreme learning machine: a new learning scheme of feed-forward neural networks", IEEE International Joint Conference on Neural Network, 25-29, July 2004, Vol. 2, pp. 985-990.
7. Huang G-B, Hu Q-Y, Siew C-K, "Extreme learning machine: Theory and applications", Nero-computing, 25-29, July 2006, No. 70, pp. 489-501.
8. Huang G-B, Chen L, Siew C-K, "Universal approximation using incremental networks with random hidden computation nodes", IEEE Trans, Neural Networks, July 2006, Vol. 17, No. 4, pp. 879-892.