Design of PID Controller with Set-point Filter Based on Time Response Specifications for Fractional Order Systems

Hasan Sarman; Tufan Doğruer

Makale detayları

Design of PID Controller with Set-point Filter Based on Time Response Specifications for Fractional Order Systems

Yazarlar:

Hasan Sarman | Tufan Doğruer

Yayıncı:

Tokat Gaziosmanpasa University

Ana Başlıklar:

Kontrol Teorisi ve Uygulamaları

Dergi:

Gaziosmanpaşa Bilimsel Araştırma Dergisi Vol.13 Issue 3, pp.123-135

Belge Tipi:

Makale

Yayın Tarihi:

12/2024

Belge Dili:

İngilizce

Document ID (Org No.):

2001337163

pISSN:

2146-8168

Anahtar kelimeler:

Özet:

 This article addresses the development of a Proportional-Integral-Derivative PID controller design and set-point filter based on time response specifications for fractional-order systems. Fractional-order systems are challenging to control using traditional control methods due to the complexity of their dynamic behaviour. In this study, a set-point filter is integrated into the PID controller design to ensure the desired system performance and stability. During the design process, appropriate PID parameters and filter coefficients are determined by considering the systems time response specifications. The article first examines the mathematical models of fractional-order systems using integer-order approximation methods and then determines the PID controller parameters for these systems with an Improved-Grey Wolf Optimization-based optimization algorithm. The proposed approach aims to improve performance criteria such as overshoot, rise time, and settling time based on the desired system response. Simulation results demonstrate the effectiveness of the proposed method in improving system performance. This design approach offers significant potential to control complex systems commonly encountered in industrial applications.

 This article addresses the development of a Proportional-Integral-Derivative PID controller design and set-point filter based on time response specifications for fractional-order systems. Fractional-order systems are challenging to control using traditional control methods due to the complexity of their dynamic behaviour. In this study, a set-point filter is integrated into the PID controller design to ensure the desired system performance and stability. During the design process, appropriate PID parameters and filter coefficients are determined by considering the systems time response specifications. The article first examines the mathematical models of fractional-order systems using integer-order approximation methods and then determines the PID controller parameters for these systems with an Improved-Grey Wolf Optimization-based optimization algorithm. The proposed approach aims to improve performance criteria such as overshoot, rise time, and settling time based on the desired system response. Simulation results demonstrate the effectiveness of the proposed method in improving system performance. This design approach offers significant potential to control complex systems commonly encountered in industrial applications.

 This article addresses the development of a Proportional-Integral-Derivative PID controller design and set-point filter based on time response specifications for fractional-order systems. Fractional-order systems are challenging to control using traditional control methods due to the complexity of their dynamic behaviour. In this study, a set-point filter is integrated into the PID controller design to ensure the desired system performance and stability. During the design process, appropriate PID parameters and filter coefficients are determined by considering the systems time response specifications. The article first examines the mathematical models of fractional-order systems using integer-order approximation methods and then determines the PID controller parameters for these systems with an Improved-Grey Wolf Optimization-based optimization algorithm. The proposed approach aims to improve performance criteria such as overshoot, rise time, and settling time based on the desired system response. Simulation results demonstrate the effectiveness of the proposed method in improving system performance. This design approach offers significant potential to control complex systems commonly encountered in industrial applications.

 Bu makale, kesir dereceli sistemler için zaman tepkisi özelliklerine dayalı Orantılı-İntegral-Türev PID kontrolör tasarımı ve ayar noktası filtresinin geliştirilmesini ele almaktadır. Kesirli mertebeden sistemlerin dinamik davranışlarının karmaşıklığı nedeniyle geleneksel kontrol yöntemleri kullanılarak kontrol edilmesi zordur. Bu çalışmada, istenen sistem performansını ve kararlılığını sağlamak için PID kontrolör tasarımına bir ayar noktası filtresi entegre edilmiştir. Tasarım süreci sırasında, sistemin zaman tepkisi özellikleri dikkate alınarak uygun PID parametreleri ve filtre katsayıları belirlenir. Makalede ilk olarak tamsayı dereceli yaklaşım yöntemleri kullanılarak kesir dereceli sistemlerin matematiksel modelleri incelenmekte ve ardından Geliştirilmiş-Gri Kurt Optimizasyonu tabanlı bir optimizasyon algoritması ile bu sistemler için PID kontrolör parametreleri belirlenmektedir. Önerilen yaklaşım, istenen sistem tepkisine dayalı olarak aşma, yükselme süresi ve yerleşme süresi gibi performans kriterlerini iyileştirmeyi amaçlamaktadır. Simülasyon sonuçları, önerilen yöntemin sistem performansını iyileştirmedeki etkinliğini göstermektedir. Bu tasarım yaklaşımı, endüstriyel uygulamalarda sıklıkla karşılaşılan karmaşık sistemleri kontrol etmek için önemli bir potansiyel sunmaktadır.

Makale detayları

Design of PID Controller with Set-point Filter Based on Time Response Specifications for Fractional Order Systems

Yazarlar:

Hasan Sarman | Tufan Doğruer

Yayıncı:

Tokat Gaziosmanpasa University

Ana Başlıklar:

Kontrol Teorisi ve Uygulamaları

Dergi:

Gaziosmanpaşa Bilimsel Araştırma Dergisi Vol.13 Issue 3, pp.123-135

Belge Tipi:

Makale

Yayın Tarihi:

12/2024

Belge Dili:

İngilizce

Document ID (Org No.):

2001337163

pISSN:

2146-8168

Fractional order systems

PID controller

I-GWO algorithm

Optimization

Parameter tuningPID kontrolörü

I-GWO algoritması

Optimizasyon

Parametre ayarı

Kesir dereceli sistemler

Sayı

Makale detayları

Yazarlar: Hasan Sarman | Tufan Doğruer

Yayıncı: Tokat Gaziosmanpasa University

Ana Başlıklar: Kontrol Teorisi ve Uygulamaları

Dergi: Gaziosmanpaşa Bilimsel Araştırma Dergisi Vol.13 Issue 3, pp.123-135

Belge Tipi: Makale

Yayın Tarihi: 12/2024

Belge Dili: İngilizce

Document ID (Org No.): 2001337163

pISSN: 2146-8168

Sayı

Yazarlar:

Hasan Sarman | Tufan Doğruer

Yayıncı:

Tokat Gaziosmanpasa University

Ana Başlıklar:

Kontrol Teorisi ve Uygulamaları

Dergi:

Gaziosmanpaşa Bilimsel Araştırma Dergisi Vol.13 Issue 3, pp.123-135

Belge Tipi:

Makale

Yayın Tarihi:

12/2024

Belge Dili:

İngilizce

Document ID (Org No.):

2001337163

pISSN:

2146-8168