Control and Optimization of Pre-Transmission Parallel Hybrid Vehicle with Fuzzy Logic Method and Comparison with Conventional Rule Based Control Strategy

Tolga Kocakulak; Hamit Solmaz; Fatih Şahin

Makale detayları

Control and Optimization of Pre-Transmission Parallel Hybrid Vehicle with Fuzzy Logic Method and Comparison with Conventional Rule Based Control Strategy

Yazarlar:

Tolga Kocakulak | Hamit Solmaz | Fatih Şahin

Yayıncı:

Gazi University

Ana Başlıklar:

Mühendislik

Dergi:

Politeknik Dergisi Vol.26 Issue 3, pp.1035-1047

Belge Tipi:

Makale

Yayın Tarihi:

1/2023

Belge Dili:

İngilizce

Document ID (Org No.):

2001300234

pISSN:

2147-9429

Anahtar kelimeler:

Özet:

 In this study, a model of a pre-transmission parallel hybrid vehicle was created in MATLABSimulink environment. A torque control strategy has been developed for the hybrid vehicle on the created model. The hybrid vehicles torque control is provided by fuzzy logic and conventional rule-based control strategies. The control strategies of the hybrid vehicle have been developed based on four input parameters: accelerator and brake pedal position, battery state of charge and the operating mode of the electric motor. The regenerative braking system of the pre-transmission parallel hybrid vehicle has been provided with a fuzzy logic control strategy in both vehicle structures. In the fuzzy logic torque split controller, a control algorithm has been created in which the safety, performance and fuel consumption values of the vehicle meet at the optimum point. Under different driving cycle conditions, the effects of control strategies on engine operating points have been examined and average fuel consumption values have been obtained. In the control of the parallel hybrid vehicle with fuzzy logic method, it has been obtained that it provides 12.87, 6.62, 2.27 and 6.23 fuel savings under FTP-75, NEDC, EUDC and ECE-15 driving cycle conditions, respectively. It has been observed that the vehicle cannot provide sufficient performance in US06 driving cycle conditions with the use of conventional rule-based control strategy.

 In this study, a model of a pre-transmission parallel hybrid vehicle was created in MATLABSimulink environment. A torque control strategy has been developed for the hybrid vehicle on the created model. The hybrid vehicles torque control is provided by fuzzy logic and conventional rule-based control strategies. The control strategies of the hybrid vehicle have been developed based on four input parameters: accelerator and brake pedal position, battery state of charge and the operating mode of the electric motor. The regenerative braking system of the pre-transmission parallel hybrid vehicle has been provided with a fuzzy logic control strategy in both vehicle structures. In the fuzzy logic torque split controller, a control algorithm has been created in which the safety, performance and fuel consumption values of the vehicle meet at the optimum point. Under different driving cycle conditions, the effects of control strategies on engine operating points have been examined and average fuel consumption values have been obtained. In the control of the parallel hybrid vehicle with fuzzy logic method, it has been obtained that it provides 12.87, 6.62, 2.27 and 6.23 fuel savings under FTP-75, NEDC, EUDC and ECE-15 driving cycle conditions, respectively. It has been observed that the vehicle cannot provide sufficient performance in US06 driving cycle conditions with the use of conventional rule-based control strategy.

 In this study, a model of a pre-transmission parallel hybrid vehicle was created in MATLABSimulink environment. A torque control strategy has been developed for the hybrid vehicle on the created model. The hybrid vehicles torque control is provided by fuzzy logic and conventional rule-based control strategies. The control strategies of the hybrid vehicle have been developed based on four input parameters: accelerator and brake pedal position, battery state of charge and the operating mode of the electric motor. The regenerative braking system of the pre-transmission parallel hybrid vehicle has been provided with a fuzzy logic control strategy in both vehicle structures. In the fuzzy logic torque split controller, a control algorithm has been created in which the safety, performance and fuel consumption values of the vehicle meet at the optimum point. Under different driving cycle conditions, the effects of control strategies on engine operating points have been examined and average fuel consumption values have been obtained. In the control of the parallel hybrid vehicle with fuzzy logic method, it has been obtained that it provides 12.87, 6.62, 2.27 and 6.23 fuel savings under FTP-75, NEDC, EUDC and ECE-15 driving cycle conditions, respectively. It has been observed that the vehicle cannot provide sufficient performance in US06 driving cycle conditions with the use of conventional rule-based control strategy.

 Bu çalışmada, MATLABSimulink ortamında çn iletimli paralel hibrit araç modeli oluşturulmuştur. Oluşturulan model üzerinde hibrit araç için tork kontrol stratejisi geliştirilmiştir. Hibrit aracın tork kontrolü, bulanık mantık ve geleneksel kural tabanlı kontrol stratejileri ile sağlanmıştır. Hibrit aracın kontrol stratejileri, gaz ve fren pedalı konumu, batarya şarj durumu ve elektrik motorunun çalışma modu olmak üzere dört girdi parametresine dayalı olarak geliştirilmiştir. Ön iletimli paralel hibrit aracın rejeneratif fren sistemi, her iki araç yapısında da bulanık mantık kontrol stratejisi ile sağlanmıştır. Bulanık mantık tork dağıtıcı denetleyicide aracın güvenlik, performans ve yakıt tüketim değerlerinin optimum noktada buluştuğu bir kontrol algoritması oluşturulmuştur. Farklı sürüş çevrimi koşulları altında, kontrol stratejilerinin motor çalışma noktaları üzerindeki etkileri incelenmiş ve ortalama yakıt tüketim değerleri elde edilmiştir. Bulanık mantık yöntemi ile paralel hibrit aracın kontrolünde, FTP-75, NEDC, EUDC ve ECE-15 sürüş çevrimi koşullarında sırasıyla 12.87, 6.62, 2.27 ve 6.23 yakıt tasarrufu sağlandığı sonucu elde edilmiştir. Konvansiyonel kural tabanlı kontrol stratejisinin kullanılması ile aracın US06 sürüş çevrimi koşullarında yeterli performansı sağlayamadığı gözlemlenmiştir.

Makale detayları

Control and Optimization of Pre-Transmission Parallel Hybrid Vehicle with Fuzzy Logic Method and Comparison with Conventional Rule Based Control Strategy

Yazarlar:

Tolga Kocakulak | Hamit Solmaz | Fatih Şahin

Yayıncı:

Gazi University

Ana Başlıklar:

Mühendislik

Dergi:

Politeknik Dergisi Vol.26 Issue 3, pp.1035-1047

Belge Tipi:

Makale

Yayın Tarihi:

1/2023

Belge Dili:

İngilizce

Document ID (Org No.):

2001300234

pISSN:

2147-9429

Fuzzy logic

energy saving

rule-based control strategy

modeling

parallel hybridBulanık mantık

enerji tasarrufu

kural tabanlı kontrol stratejisi

modelleme

paralel hibrit

Sayı

Makale detayları

Yazarlar: Tolga Kocakulak | Hamit Solmaz | Fatih Şahin

Yayıncı: Gazi University

Ana Başlıklar: Mühendislik

Dergi: Politeknik Dergisi Vol.26 Issue 3, pp.1035-1047

Belge Tipi: Makale

Yayın Tarihi: 1/2023

Belge Dili: İngilizce

Document ID (Org No.): 2001300234

pISSN: 2147-9429

Sayı

Yazarlar:

Tolga Kocakulak | Hamit Solmaz | Fatih Şahin

Yayıncı:

Gazi University

Ana Başlıklar:

Mühendislik

Dergi:

Politeknik Dergisi Vol.26 Issue 3, pp.1035-1047

Belge Tipi:

Makale

Yayın Tarihi:

1/2023

Belge Dili:

İngilizce

Document ID (Org No.):

2001300234

pISSN:

2147-9429