Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads

Muammer Gökbulut; Beşir Dandıl

Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads

Yıl 2006, Cilt: 9 Sayı: 2 - Cilt: 9 Sayı: 2, 79 - 86, 01.06.2006

Öz

This paper proposes a neuro-fuzzy controller for a vector controlled load machine (dynamometer) which is mechanically coupled to a drive machine for the emulation of nonlinear loads. The main objective is to provide a system for testing of high performance electrical drives under nonlinear loads. The proposed emulation strategy is based on the model reference control approach using an on-line trained Neuro-Fuzzy Controller (NFC). The emulation is placed in the closed speed loop of the drive machine. Varieties of dynamic load models which are the nonlinear functions of the shaft speed are successfully emulated and the generalization capability of the trained NFC is shown. Simulation results showing the excellent performance of the proposed emulation strategy are presented.

Anahtar Kelimeler

Neuro-fuzzy controller, mechanical load emulation, permanent magnet synchronous motor (PMSM).

Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads

Yıl 2006, Cilt: 9 Sayı: 2 - Cilt: 9 Sayı: 2, 79 - 86, 01.06.2006

Muammer Gökbulut Beşir Dandıl

Öz

This paper proposes a neuro-fuzzy controller for a vector controlled load machine (dynamometer) which is mechanically coupled to a drive machine for the emulation of nonlinear loads. The main objective is to provide a system for testing of high performance electrical drives under nonlinear loads. The proposed emulation strategy is based on the model reference control approach using an on-line trained Neuro-Fuzzy Controller (NFC). The emulation is placed in the closed speed loop of the drive machine. Varieties of dynamic load models which are the nonlinear functions of the shaft speed are successfully emulated and the generalization capability of the trained NFC is shown. Simulation results showing the excellent performance of the proposed emulation strategy are presented

Anahtar Kelimeler

Neuro-fuzzy controller, mechanical load emulation, permanent magnet synchronous motor (PMSM)

Toplam 0 adet kaynakça vardır.

Ayrıntılar

Diğer ID	JA87BJ76RR
Bölüm	Araştırma Makalesi
Yazarlar	Muammer Gökbulut Bu kişi benim Beşir Dandıl Bu kişi benim
Yayımlanma Tarihi	1 Haziran 2006
Gönderilme Tarihi	1 Haziran 2006
Yayımlandığı Sayı	Yıl 2006 Cilt: 9 Sayı: 2 - Cilt: 9 Sayı: 2

Kaynak Göster

APA	Gökbulut, M., & Dandıl, B. (2006). Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads. Politeknik Dergisi, 9(2), 79-86.
AMA	Gökbulut M, Dandıl B. Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads. Politeknik Dergisi. Haziran 2006;9(2):79-86.
Chicago	Gökbulut, Muammer, ve Beşir Dandıl. “Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads”. Politeknik Dergisi 9, sy. 2 (Haziran 2006): 79-86.
EndNote	Gökbulut M, Dandıl B (01 Haziran 2006) Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads. Politeknik Dergisi 9 2 79–86.
IEEE	M. Gökbulut ve B. Dandıl, “Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads”, Politeknik Dergisi, c. 9, sy. 2, ss. 79–86, 2006.
ISNAD	Gökbulut, Muammer - Dandıl, Beşir. “Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads”. Politeknik Dergisi 9/2 (Haziran 2006), 79-86.
JAMA	Gökbulut M, Dandıl B. Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads. Politeknik Dergisi. 2006;9:79–86.
MLA	Gökbulut, Muammer ve Beşir Dandıl. “Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads”. Politeknik Dergisi, c. 9, sy. 2, 2006, ss. 79-86.
Vancouver	Gökbulut M, Dandıl B. Neuro-Fuzzy Control of a Dynamometer for the Emulation of Nonlinear Mechanical Loads. Politeknik Dergisi. 2006;9(2):79-86.