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

Muammer GÖKBULUT; Beşir DANDIL

Makale detayları

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

Yazarlar:

Muammer GÖKBULUT | Beşir DANDIL

Yayıncı:

Gazi University

Dergi:

Journal of Polytechnic 2006 Vol.9 Issue 2, pp.79-86

Belge Tipi:

Makale

Yayın Tarihi:

5/2006

Belge Dili:

Türkçe

Document ID (Org No.):

2000592802

Sıklık:

Aylık

eISSN:

2147-9429

Özet:

 

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.

 

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.

Makale detayları

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

Yazarlar: Muammer GÖKBULUT | Beşir DANDIL

Yayıncı: Gazi University

Dergi: Journal of Polytechnic 2006 Vol.9 Issue 2, pp.79-86

Belge Tipi: Makale

Yayın Tarihi: 5/2006

Belge Dili: Türkçe

Document ID (Org No.): 2000592802

Sıklık: Aylık

eISSN: 2147-9429

Sayı

Yazarlar:

Muammer GÖKBULUT | Beşir DANDIL

Yayıncı:

Gazi University

Dergi:

Journal of Polytechnic 2006 Vol.9 Issue 2, pp.79-86

Belge Tipi:

Makale

Yayın Tarihi:

5/2006

Belge Dili:

Türkçe

Document ID (Org No.):

2000592802

Sıklık:

Aylık

eISSN:

2147-9429