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...

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Bibliografiske detaljer
Udgivet i:IEEE Transactions on fuzzy systems 9, 5 (2001).
Hovedforfatter: Faa-Jeng Lin
Format: Article
Sprog:English
Fag:
Gradient decent method.
Parameter learning.
Permanent-magnet motor.
Self-constructing fuzzy neural network.
Speed control.
Structure learning.
Synchronous motor drive.