Yazar "Baklacıoğlu, Tolga" için listeleme
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Aero-propulsive modelling for climb and descent trajectory prediction of transport aircraft using genetic algorithms
Baklacıoğlu, Tolga; Cavcar, Mustafa (Royal Aeronautical Society, 2014)In this study, a new aero-propulsive model (APM) was derived from the flight manual data of a transport aircraft using Genetic Algorithms (GAs) to perform accurate trajectory predictions. This new GA-based APM provided ... -
Aero-propulsive modelling for climb and descent trajectory prediction transport aircraft using genetic algorithms
Baklacıoğlu, Tolga; Cavcar, Mustafa (Royal Aeronautical Soc, 2014)In this study, a new aero-propulsive model (APM) was derived from the flight manual data of a transport aircraft using Genetic Algorithms (GAs) to perform accurate trajectory predictions. This new GA-based APM provided ... -
Dynamic modeling of exergy efficiency of turboprop engine components using hybrid genetic algorithm-artificial neural networks
Baklacıoğlu, Tolga; Turan, Önder; Aydın, Hakan (Pergamon-Elsevier Science LTD, 2015)Genetic algorithm is utilized to design the optimum initial value of parameters and topology of the artificial neural network which is trained by applying the improved backpropagation algorithm using momentum factor so as ... -
Energetic and exergetic efficiency modeling of a cargo aircraft by a topology improving neuro-evolution algorithm
Baklacıoğlu, Tolga; Aydın, Hakan; Turan, Önder (Pergamon-Elsevier Science LTD, 2016)An aircraft is a complex system that requires methodologies for an efficient thermodynamic design process. So, it is important to gain a deeper understanding of energy and exergy use throughout an aircraft. The aim of this ... -
Fuel flow-rate modelling of transport aircraft for the climb flight using genetic algorithms
Baklacıoğlu, Tolga (Royal Aeronautical Soc, 2015)In this study, development of a new fuel flow rate model for the climbing phase of flight was achieved using a genetic algorithm (GA) method. Two modelling approaches were performed using real flight data records (FDRs) ... -
A machine learning model to predict NOx emission for turbofan engines of commercial aircraft during idle condition
Baklacıoğlu, Tolga (Advanced Engineering Solutions, 2016)A machine learning modelling approach to predict nitrogen oxides (NOx) emission was accomplished for turbofan engines of commercial aircraft during the idle condition utilizing International Civil Aviation Organization ... -
Metaheuristic and Machine Learning Models for TFE-731-2, PW4056, and JT8D-9 Cruise Thrust
Baklacıoğlu, Tolga (Walter De Gruyter GMBH, 2017)The requirement for an accurate engine thrust model has a major antecedence in airline fuel saving programs, assessment of environmental effects of fuel consumption, emissions reduction studies, and air traffic management ... -
Modeling the fuel flow-rate of transport aircraft during flight phases using genetic algorithm-optimized neural networks
Baklacıoğlu, Tolga (Elsevier France-Editions Scientifiques Medicales Elsevier, 2016)Predicting the fuel consumption of transport aircraft is vital for minimizing the detrimental effects of fuel emissions on the environment, saving fuel energy sources, reducing flight costs, achieving more accurate aircraft ... -
Sonlu elemanlar metodu ile çatlaklı yapılarda yorulma ömrünün belirlenmesi
Baklacıoğlu, Tolga (Anadolu Üniversitesi, 2005)Bu çalışmada, sonlu elemanlar metodu yardımıyla çatlaklı yapılarda yorulma ömrü tahminleri gerçekleştirilmiştir. Farklı gerilme değerleri ile çatlak uzunluklarının yorulma ömrüne etkisi araştırılmıştır. İlk olarak, 2024-T3 ... -
UAV path planning using segmented cellular evolutionary algorithm
Gezer, Ahmet; Turan, Önder; Baklacıoğlu, Tolga (Inderscience Enterprises LTD, 2016)Path planning is one of the most important issues for sustainable development of unmanned aerial vehicles (UAVs). The aim of the path planning is to provide the shortest and safest route. In this study, an algorithm has ... -
Uçak performans modellemesi
Baklacıoğlu, Tolga (Anadolu Üniversitesi, 2010)Bu tezde uçak yörüngelerini tahmin etmek için, özellikle hava trafik yönetimi uygulamalarındaki karar destek sistemlerinde ve simülasyon araçlarında kullanılmak üzere ve mevcut modellerden farklı birer itki modeli ve ... -
Uçak Yapılarında Perçinlenmiş Bindirme Mafsalları Etrafındaki Çatlak İlerlemesi ve Çoklu Çatlak Etkileşimlerinin Sonlu Elemanlar Yöntemi ile Tahmini
Baklacıoğlu, Tolga (2012)Bu çalışmada perçinlenmiş bindirme mafsalları etrafındaki yorulma çatlak ilerlemesi hızı, sonlu elemanlar yöntemi kullanılarak tahmin edilmiştir. Bir McDonnell Douglas C-15 uçağında kanat yüzeyinde bulunan 2024-T3 Alüminyum ...
