IEEE - Institute of Electrical and Electronics Engineers, Inc. - Identify PMSM's Parameters by Single-Layer Neural Networks with Gradient Descent

2010 International Conference on Electrical and Control Engineering (ICECE)

Author(s): Wang Shaowei ; Wan Shanming
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Wuhan, China, China
Conference Date: 25 June 2010
Page(s): 3,811 - 3,814
ISBN (CD): 978-0-7695-4031-3
ISBN (Electronic): 978-1-4244-6881-2
ISBN (Paper): 978-1-4244-6880-5
DOI: 10.1109/iCECE.2010.930
Regular:

In order to identify parameters of permanent magnet synchronous motor(PMSM) on-line, single-layer neural networks (SLNN) with gradient descent is proposed. SLNN can study and adapt itself by... View More

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