Technical Engine Diagnostics and Monitoring

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• ONUR YÜKSEL

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• MURAT BAYRAKTAR

Abstract In first stage, a machine learning (ML) was performed to predict in-cylinder pressure using both fuzzy logic (FL) and artificial neural networks (ANN) depending on the results of experimental studies in a spark ignition (SI) engine. In the ML phase, the experimental in-cylinder pressure data of SI engine was…

• HABİB GÜRBÜZ
• ÖZGÜR SOLMAZ

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Innovations on the aerospace and aircraft industry have been throwing light upon building to future’s engineering architecture at the today’s globalization world where technology is the indispensable part of life. On the basis of aviation sector, the improvements of materials used in aircraft gas turbine engines which…

A model for oil consumption due to in-cylinder evaporation of oil in reciprocating engines, has been developed. The model is based on conservation of mass and energy on the surface of the oil film left on the cylinder by a piston ring pack, at the oil/gas interface, and also conservation of energy within the oil film…

Purpose The purpose of this paper is to develop an automated engine health monitoring system (AEHMS) for commercial aircraft. Design/methodology/approach The AEHMS is developed by using fuzzy logic. The input of the fuzzy logic is engine performance parameters gathered from aircraft for every flight during cruise. The…

• CENGİZ HACIZADE

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• GÖRKEM KÖKKÜLÜNK

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• HASAN HÜSEYİN ERDEM

This study aims to ensure an extensive assessment of the 50000 DWT tanker vessel's hybrid electrical generation system. A numerical model was constructed using the data obtained from the ship. The simulation comprised load distributions of diesel generators in various operation modes. Multi-attribute decision-making m…

• BURAK KÖSEOĞLU

This study aims to ensure an extensive assessment of the 50000 DWT tanker vessel's hybrid electrical generation system. A numerical model was constructed using the data obtained from the ship. The simulation comprised load distributions of diesel generators in various operation modes. Multi-attribute decision-making m…

• ONUR YÜKSEL

Prognostics is a promising approach used in condition based maintenance due to its ability to forecast complex systems' remaining useful life. In gas turbine maintenance applications,data-driven prognostic methods develop an understanding of system degradation by using regularly stored condition monitoring data, and t…