Ümit Ağbulut

Research.com Recognitions

• 2025 - Research.com Rising Stars Award

Overview

Best Publications

• Prediction of daily global solar radiation using different machine learning algorithms: Evaluation and comparison

  Ümit Ağbulut;Ali Etem Gürel;Yunus Biçen

  382
  Citations

• Impact of various metal-oxide based nanoparticles and biodiesel blends on the combustion, performance, emission, vibration and noise characteristics of a CI engine

  Ümit Ağbulut;Mustafa Karagöz;Suat Sarıdemir;Ahmet Öztürk

  305
  Citations

• Forecasting of transportation-related energy demand and CO2 emissions in Turkey with different machine learning algorithms

  Ümit Ağbulut

  247
  Citations

• Electricity production based forecasting of greenhouse gas emissions in Turkey with deep learning, support vector machine and artificial neural network algorithms

  Melahat Sevgül Bakay;Ümit Ağbulut

  244
  Citations

• Recent advances in hydrogen production from biomass waste with a focus on pyrolysis and gasification

  Unknown

  187
  Citations

• Experimental investigation of combustion, performance and emission characteristics of a diesel engine fuelled with diesel–biodiesel–alcohol blends

  Ümit Ağbulut;Suat Sarıdemir;Serdar Albayrak

  180
  Citations

• Investigation on the combined effect of the hydrogen premixing and nanoparticle mixed pyrolysed oil of transformer oil waste in engine characteristics

  Unknown

  157
  Citations

• Waste to energy: Production of waste tire pyrolysis oil and comprehensive analysis of its usability in diesel engines

  Mustafa Karagöz;Ümit Ağbulut;Suat Sarıdemir

  155
  Citations

• A general view to converting fossil fuels to cleaner energy source by adding nanoparticles

  Ümit Ağbulut;Suat Sarıdemir

  155
  Citations

• Production of waste soybean oil biodiesel with various catalysts, and the catalyst role on the CI engine behaviors

  Unknown

  150
  Citations

• Optimization of Thermal and Structural Design in Lithium-Ion Batteries to Obtain Energy Efficient Battery Thermal Management System (BTMS): A Critical Review

  H. Fayaz;Asif Afzal;A. D. Mohammed Samee;Manzoore Elahi M. Soudagar

  146
  Citations

• Assessment of machine learning, time series, response surface methodology and empirical models in prediction of global solar radiation

  Ali Etem Gürel;Ümit Ağbulut;Yunus Biçen

  143
  Citations

• Understanding behaviors of compression ignition engine running on metal nanoparticle additives-included fuels: A control comparison between biodiesel and diesel fuel

  Unknown

  142
  Citations

• Technological solutions for boosting hydrogen role in decarbonization strategies and net-zero goals of world shipping: Challenges and perspectives

  Unknown

  138
  Citations

• Energy recovery from waste animal fats and detailed testing on combustion, performance, and emission analysis of IC engine fueled with their blends enriched with metal oxide nanoparticles

  Unknown

  137
  Citations

• Hydrogen Production by Water Splitting with Support of Metal and Carbon-Based Photocatalysts

  Unknown

  134
  Citations

• Different energy storage techniques: recent advancements, applications, limitations, and efficient utilization of sustainable energy

  Unknown

  127
  Citations

• Microalgae bio-oil production through pyrolysis and hydrothermal liquefaction: Mechanism and characteristics.

  Unknown

  124
  Citations

• Hydrothermal carbonization of food waste as sustainable energy conversion path.

  Unknown

  122
  Citations

• Experimental investigation and prediction of performance and emission responses of a CI engine fuelled with different metal-oxide based nanoparticles–diesel blends using different machine learning algorithms

  Ümit Ağbulut;Ali Etem Gürel;Suat Sarıdemir

  115
  Citations

• Energy, exergy, economic and sustainability assessments of a compression ignition diesel engine fueled with tire pyrolytic oil−diesel blends

  Mustafa Karagoz;Cuneyt Uysal;Umit Agbulut;Suat Saridemir

  106
  Citations

• Effects of high-dosage copper oxide nanoparticles addition in diesel fuel on engine characteristics

  Ümit Ağbulut;Suat Sarıdemir;Upendra Rajak;Fikret Polat

  96
  Citations

• Experimental analysis of CPV/T solar dryer with nano-enhanced PCM and prediction of drying parameters using ANN and SVM algorithms

  Mehmet Onur Karaağaç;Alper Ergün;Ümit Ağbulut;Ali Etem Gürel

  93
  Citations

• Experimental investigation of fusel oil (isoamyl alcohol) and diesel blends in a CI engine

  Ümit Ağbulut;Suat Sarıdemir;Mustafa Karagöz

  91
  Citations

• Prediction of performance, combustion and emission characteristics for a CI engine at varying injection pressures

  Ümit Ağbulut;Mustafa Ayyıldız;Suat Sarıdemir

  88
  Citations

• A review of stability, thermophysical properties and impact of using nanofluids on the performance of refrigeration systems

  Gökhan Yıldız;Ümit Ağbulut;Ali Etem Gürel

  86
  Citations

• Combustion, performance, vibration and noise characteristics of cottonseed methyl ester–diesel blends fuelled engine

  Suat Sarıdemir;Ümit Ağbulut

  85
  Citations

• Exergetic and exergoeconomic analyses of a CI engine fueled with diesel-biodiesel blends containing various metal-oxide nanoparticles

  Mustafa Karagoz;Cuneyt Uysal;Umit Agbulut;Suat Saridemir

  82
  Citations

• Performance analysis of using CuO-Methanol nanofluid in a hybrid system with concentrated air collector and vacuum tube heat pipe

  Metin Kaya;Ali Etem Gürel;Ümit Ağbulut;İlhan Ceylan

  80
  Citations

• Investigating the role of fuel injection pressure change on performance characteristics of a DI-CI engine fuelled with methyl ester

  Suat Sarıdemir;Ali Etem Gürel;Ümit Ağbulut;Faruk Bakan

  79
  Citations