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Samet ÇELEBİ

Sakarya University of Applied Sciences

Turkey

  • Sakarya University of Applied Sciences

SCHOLARLY PAPERS

7

DOWNLOADS

289

TOTAL CITATIONS

0

Scholarly Papers (7)

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1.

Leveraging Advanced Machine Learning Algorithms for Energy Efficiency and Carbon Footprint Reduction in Diesel Engines

Downloads 101 (684,672)

Leveraging Advanced Machine Learning Algorithms for Energy Efficiency and Carbon Footprint Reduction in Diesel Engines

Number of pages: 29 Posted: 01 Jan 2026
Emrah ARDA, MEHMET DEMİR, Samet ÇELEBİ, Usame Demir and Ömer SEÇGİN
Sakarya University of Applied Sciences, Sakarya University of Applied Sciences, Sakarya University of Applied Sciences, Bilecik Şeyh Edebali University and Sakarya University of Applied Sciences
Downloads 52 (1,060,784)

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Diesel Engine, machine learning, Fuel Consumption Prediction, Supervised Learning, Artificial Intelligence in Combustion Analysis, Mean Squared Error (MSE)

Leveraging Advanced Machine Learning Algorithms for Energy Efficiency and Carbon Footprint Reduction in Diesel Engines

Number of pages: 29 Posted: 30 Dec 2025
Emrah ARDA, MEHMET DEMİR, Samet ÇELEBİ, Usame Demir and Ömer SEÇGİN
Sakarya University of Applied Sciences, Sakarya University of Applied Sciences, Sakarya University of Applied Sciences, Bilecik Şeyh Edebali University and Sakarya University of Applied Sciences
Downloads 49 (1,095,444)

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Diesel Engine, Machine Learning, Fuel Consumption Prediction, Supervised Learning, Artificial Intelligence in Combustion Analysis, Mean Squared Error (MSE)

2.

Effect of the Use of Methanol, Toluene and Nitromethane Mixtures as Fuel Additives in a Gasoline Engine on Engine Performance and Exhaust Emissions

Number of pages: 29 Posted: 09 Dec 2024
Hüseyin Özker and Samet ÇELEBİ
Sakarya University of Applied Sciences and Sakarya University of Applied Sciences
Downloads 53 (1,031,043)

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Gasoline Engine, Toluene, methanol, Nitromethane, Engine performance, exhaust emissions

3.

Multi-Parametric Evaluation of Diesel–Ethanol Blends with a Novel Benzoylthiourea Additive under EGR Conditions

Number of pages: 62 Posted: 22 Sep 2025
Sertaç Coşman, Samet ÇELEBİ, Usame Demir, Serkan Ateş and Fatih Mehmet Emen
affiliation not provided to SSRN, Sakarya University of Applied Sciences, Bilecik Şeyh Edebali University, affiliation not provided to SSRN and Burdur Mehmet Akif Ersoy University
Downloads 52 (1,041,696)

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diesel engine, Exhaust emission, EGR, Fuel additive

4.

Effects of DMF and DAA Additives on Combustion Parameters and Exhaust Emissions in Diesel-Fuel Oil 6 Mixtures

Number of pages: 33 Posted: 10 Sep 2025
Usame Demir, Samet ÇELEBİ and Salih Özer
Bilecik Şeyh Edebali University, Sakarya University of Applied Sciences and Mus Alparslan University
Downloads 26 (1,372,601)

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DMF, DAA, Fuel Oil No.6, engine performance, Exhaust Emissions

5.

Experimental Investigation of the Effects of EGR and Port-Injected n-Butanol on the Performance, Combustion, and Emission Characteristics of a Diesel Engine Fuelled with Diesel–Cottonseed Biodiesel Blend

Number of pages: 45 Posted: 16 Feb 2026
Usame Demir, Samet ÇELEBİ, Ahmet Uyumaz, Tolga Kocakulak and Fatih Aksoy
Bilecik Şeyh Edebali University, Sakarya University of Applied Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 23 (1,411,822)

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Cottonseed Biodiesel, n-butanol, port injection, EGR, Combustion, EMISSIONS

6.

Effect of Fuel Mixture Rates on Combustion Parameters, Engine Performance and Exhaust Emissions in a Partial Pre-Mixed Compression Ignition Engine Using Jp8 and Diesel Fuel

Number of pages: 63 Posted: 30 Apr 2025
Fazıl Akgün, Samet ÇELEBİ, Usame Demir and Hasan Yamık
Bilecik Şeyh Edebali University, Sakarya University of Applied Sciences, Bilecik Şeyh Edebali University and Bilecik Şeyh Edebali University
Downloads 20 (1,448,301)

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PPCI engine, JP8-Diesel blends, pre-injection ratio, engine performance, exhaust emissions, combustion

7.

Experimental investigation of ethyl acetate as a low reactivity fuel in RCCI combustion under varying EGR and load conditions

Number of pages: 87 Posted: 24 Mar 2026
ADEM TÜYLÜ, Can HAŞİMOĞLU and Samet ÇELEBİ
Sakarya University of Applied Sciences, Sakarya University of Applied Sciences and Sakarya University of Applied Sciences
Downloads 14 (1,509,872)

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combustion, Performance, emissions, RCCI, Ethyl acetate