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Paper Information

Journal:   THE JOURNAL OF ENGINE RESEARCH   SUMMER 2011 , Volume 7 , Number 23; Page(s) 22 To 31.
 
Paper: 

SIMULATION OF VIBRATION FOR A DIESEL ENGINE WITH BIODIESEL AND DIESEL FUEL BLENDS USING ARTIFICIAL NEURAL NETWORKS

 
 
Author(s):  TAGHIZADEH ALISARAEI AHMAD, MOHTASEBI SEYED SAEID, GHOBADIAN BARAT*, KAZEMI MOHAMMAD, TAVAKOLI HASHJIN TEYMOUR
 
* TARBIAT MODARES UNIVERSITY, TEHRAN, IRAN
 
Abstract: 

The biodiesel fuel is produced from vegetable oils and adipose tissue. Biodiesel with diesel fuel are used in internal combustion engines in different ratios. Noise and vibration generated by combustion engines have detrimental effects on users. This is more acute in diesel engines. A few researches of vibration biodiesel blends exist in the world. Therefore, in this study, the vibrations of different blends biodiesel with diesel fuel on a four-stroke diesel engine Perkins 1006-6 were evaluated. The experiments were performed in two conditions, before and after the service engine. Artificial neural networks were used for modeling of the vibrations. Because neural networks methods have more benefits than many of the usual definite statistical methods. Results showed that the vibration values decrease considerably after the service engine. Fuel blend, was significantly affected on vibration values. It was fixed that diesel engine with B40 and B20 fuel blends have the lowest vibration and B15 and B30 fuel blends had the highest vibrations. The results demonstrated that there is a good match between roots-mean- squares acceleration values and neural networks, and the error rate approximately is close to zero in most patterns. Comparing the results of the neural network simulation and experimental results showed that neural networks are a powerful tool for the modeling of vibration in the engine.

 
Keyword(s): BIODIESEL, PERKINS ENGINE 1006-6, VIBRATION, ACCELEROMETERS, NEURAL NETWORK
 
 
References: 
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Citations: 
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+ Click to Cite.
APA: Copy

TAGHIZADEH ALISARAEI, A., & MOHTASEBI, S., & GHOBADIAN, B., & KAZEMI, M., & TAVAKOLI HASHJIN, T. (2011). SIMULATION OF VIBRATION FOR A DIESEL ENGINE WITH BIODIESEL AND DIESEL FUEL BLENDS USING ARTIFICIAL NEURAL NETWORKS. THE JOURNAL OF ENGINE RESEARCH, 7(23), 22-31. https://www.sid.ir/en/journal/ViewPaper.aspx?id=275806



Vancouver: Copy

TAGHIZADEH ALISARAEI AHMAD, MOHTASEBI SEYED SAEID, GHOBADIAN BARAT, KAZEMI MOHAMMAD, TAVAKOLI HASHJIN TEYMOUR. SIMULATION OF VIBRATION FOR A DIESEL ENGINE WITH BIODIESEL AND DIESEL FUEL BLENDS USING ARTIFICIAL NEURAL NETWORKS. THE JOURNAL OF ENGINE RESEARCH. 2011 [cited 2021July25];7(23):22-31. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=275806



IEEE: Copy

TAGHIZADEH ALISARAEI, A., MOHTASEBI, S., GHOBADIAN, B., KAZEMI, M., TAVAKOLI HASHJIN, T., 2011. SIMULATION OF VIBRATION FOR A DIESEL ENGINE WITH BIODIESEL AND DIESEL FUEL BLENDS USING ARTIFICIAL NEURAL NETWORKS. THE JOURNAL OF ENGINE RESEARCH, [online] 7(23), pp.22-31. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=275806.



 
 
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