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Journals / International Journal of Automotive Engineering and Technologies / 2016 / Cilt: 5 - Sayı: 3

An Experimental and ANNs Study of the Effects of Safflower Oil Biodiesel on Engine Performance and Exhaust Emissions in a CI Engine

İlker ÖRS
Veli BAKIRCIOĞLU
Pages
125–136
Publication Date
2022-10-18
DOI
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AI Summary & Key Takeaways

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

The data obtained from the ANNs is very close to the experimental data.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:In this study, the effects of diesel fuel-biodiesel (produced from safflower oil) blends on engine performance and exhaust emissions were investigated as experimentally in a single cylinder, fourcycle, normal aspirated diesel engine.
📊
Key Findings & Data:In the results of tests, engine torque, engine power and specific fuel consumption as performance values of test fuels were commentated.
💡
Conclusion & Impact:The data obtained from the ANNs is very close to the experimental data.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Domain Parameters

Abstract

In this study, the effects of diesel fuel-biodiesel (produced from safflower oil) blends on engine performance and exhaust emissions were investigated as experimentally in a single cylinder, fourcycle, normal aspirated diesel engine. In the results of tests, engine torque, engine power and specific fuel consumption as performance values of test fuels were commentated. Values of engine torque and engine power from biodiesel were lower than diesel fuel fuel as average 26% amount, and values of specific fuel consumption from biodiesel were higher than diesel fuel as average 41.5% amount. CO emission values of biodiesel decreased as average 74% amount according to diesel fuel. With using biodiesel, increased as average 2.45 fold amount for CO2 emissions, as average 1.3 fold amount for NO emissions, and decreased as average 87% amount for HC emissions with compared to diesel fuel. The obtained values were estimated for different inputs by using the ANNs model. The data obtained from the ANNs is very close to the experimental data.

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Cite This Article

ÖRS, İ., BAKIRCIOĞLU, V. (2022). An Experimental and ANNs Study of the Effects of Safflower Oil Biodiesel on Engine Performance and Exhaust Emissions in a CI Engine. International Journal of Automotive Engineering and Technologies, Cilt: 5 - Sayı: 3, 125–136. https://ajindex.com/articles/540361

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