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Journals / Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi / 2015 / Cilt: 30 - Sayı: 3

NEURAL NETWORK BASED SCALAR SPEED CONTROL OF LINEAR PERMANENT MAGNET SYNCHRONOUS MOTOR

DOĞRUSAL HAREKETLİ SÜREKLİ MIKNATISLI SENKRON MOTORUN YAPAY SİNİR AĞ TABANLI SKALER HIZ DENETİMİ

Özcan OTKUN
Ramazan DOĞAN
Adem AKPINAR
Pages
0
Publication Date
2015-09-30
DOI
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

Obtained experimental results by running LPMSM at different speed and load conditions were presented and analysis of success in motor speed control was performed.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:Nowadays, Artificial Neural Networks (ANN), in different applications, have been used in solving many problems of non-linear.
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Key Findings & Data:For scalar control, variable frequency drive that is product of model LG- SV022IG5A-4 are used.
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Conclusion & Impact:Obtained experimental results by running LPMSM at different speed and load conditions were presented and analysis of success in motor speed control was performed.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Doğrusal hareketli motor · DHSMSM · YSA

Abstract

Nowadays, Artificial Neural Networks (ANN), in different applications, have been used in solving many problems of non-linear. In this study, ANN based Scalar (V / f) speed control of Linear Permanent Magnet Synchronous Motor (LPMSM) was carried out experimentally. For scalar control, variable frequency drive that is product of model LG- SV022IG5A-4 are used. This drive is controlled by the frequency of the C # programming language prepared by the ANN and the motor speed control was performed. Obtained experimental results by running LPMSM at different speed and load conditions were presented and analysis of success in motor speed control was performed.

Özet

Günümüzde Yapay Sinir Ağları (YSA), farklı uygulamalarda, doğrusal olmayan birçok problemin çözümünde kullanılmaya başlanmıştır. Bu çalışmada, Doğrusal Hareketli Sürekli Mıknatıslı Senkron Motorun (DHSMSM) YSA tabanlı skaler (V/f) hız denetimi deneysel olarak gerçekleştirilmiştir. Skaler denetim için ürün modeli LG-SV022IG5A-4 olan değişken frekanslı sürücü kullanılmıştır. Bu sürücünün frekansı C# programlama diliyle hazırlanan YSA ile denetlenerek motorun hız denetimi gerçekleştirilmiştir. DHSMSM, farklı hız ve yük koşullarında çalıştırılarak elde edilen deneysel sonuçlar sunulmuş ve motorun hız denetimindeki başarım analizi yapılmıştır.

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Cite This Article

OTKUN, Ö., DOĞAN, R., AKPINAR, A. (2015). NEURAL NETWORK BASED SCALAR SPEED CONTROL OF LINEAR PERMANENT MAGNET SYNCHRONOUS MOTOR. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, Cilt: 30 - Sayı: 3, 0. https://ajindex.com/articles/20415

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