Self-constructing fuzzy neural network speed controller for permanent-magnet synchronous motor drive.

Self-constructing fuzzy neural network speed controller for permanent-magnet synchronous motor drive.

A self-constructing fuzzy neural network (SCFNN) which is suitable for practical implementation is proposed. The structure and the parameter learning phases are performed concurrently and online in the SCFNN. The structure learning is based on the partition of input space and the parameter learning...

Cijeli opis

Bibliografski detalji
Izdano u:IEEE Transactions on fuzzy systems 9, 5 (2001).
Glavni autor: Faa-Jeng Lin
Format: Članak
Jezik:English
Teme:
Gradient decent method.
Parameter learning.
Permanent-magnet motor.
Self-constructing fuzzy neural network.
Speed control.
Structure learning.
Synchronous motor drive.