Research Projects

Click on the projects to see the related publications.

Machine Learning Techniques for Driver Evaluation in Heavy-Duty Vehicles

Ford Otosan of Turkey

Date: 2018 -- 2019 Role: Researcher

Publications of the Project
Driving Behavior Classification Using Long Short Term Memory Networks
Conference Papers
M. E. Mumcuoglu, G. Alcan, M. Unel, O. Cicek, M. Mutluergil, M. Yilmaz, K. Koprubasi
4th International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE 2019) Torino, Italy, July 2-4, 2019
Publication year: 2019
System Identification Methods for Dynamic Calibration of Diesel Engines

Ford Otosan of Turkey

Date: 2016 -- 2018 Role: Researcher

Publications of the Project
Optimization-Oriented High Fidelity NFIR Models for Estimating Indicated Torque in Diesel Engines
Journal Articles
G. Alcan, V. Aran, M. Unel, M. Yilmaz, C. Gurel, K. Koprubasi
International Journal of Automotive Technology
Publication year: Accepted/In Press.
Estimating Soot Emission in Diesel Engines Using Gated Recurrent Unit Networks
Conference Papers Journal Articles
G. Alcan, E. Yilmaz, M. Unel, V. Aran, M. Yilmaz, C. Gurel, K. Koprubasi
9th IFAC International Symposium on Advances in Automotive Control (AAC 2019) Orléans, France, June 23-27, 2019
IFAC-PapersOnLine, Volume 52, Issue 5, Pages 544-549
Publication year: September, 2019
Predicting NOx Emissions in Diesel Engines via Sigmoid NARX Models Using A New Experiment Design for Combustion Identification
Journal Articles
G. Alcan, M. Unel, V. Aran, M. Yilmaz, C. Gurel, K. Koprubasi
Measurement, Volume 137, Pages 71-81
Publication year: April, 2019
Diesel Engine NOx Emission Modeling Using a New Experiment Design and Reduced Set of Regressors
Conference Papers Journal Articles
G. Alcan, M. Unel, V. Aran, M. Yilmaz, C. Gurel, K. Koprubasi
18th IFAC Symposium on System Identification (SYSID 2018) Stockholm, Sweden, July 9-11, 2018
IFAC-PapersOnLine, Volume 51, Issue 15, Pages 168-173
Publication year: October, 2018
Design and Development of a National Endoscopic Device for Medical Applications Based on Hydrodynamic Cavitation

The Scientific and Technological Research Council of Turkey

Date: 2013 -- 2016 Role: Researcher Project No: 113S092

Publications of the Project
Biomedical Device Prototype Based on Small Scale Hydrodynamic Cavitation
Journal Articles
M. Ghorbani, C. Sozer, G. Alcan, M. Unel, S. Ekici, H. Uvet, A. Kosar
AIP Advances, Volume 8, Issue 3
Publication year: March, 2018
Characterization and Pressure Drop Correlation for Sprays under the Effect of Micro Scale Cavitation
Journal Articles
M. Ghorbani, G. Alcan, A. K. Sadaghiani, A. Mohammadi, M. Unel, D. Gozuacik, A. Koşar
Experimental Thermal and Fluid Science, Volume 91, Pages 89-102
Publication year: February, 2018
Design, Prototyping and Control of a Flexible Cystoscope for Biomedical Applications
Conference Papers
C. Sozer, M. Ghorbani, G. Alcan, H. Uvet, M. Unel, A.Kosar
4th International Conference on Mechanics and Mechatronics Research (ICMMR 2017), Xi'an, China, June 20-24, 2017
Publication year: June, 2017
Visualization of Microscale Cavitating Flow Regimes via Particle Shadow Sizing Imaging and Vision Based Estimation of the Cone Angle
Journal Articles
M. Ghorbani, G. Alcan, M. Unel, D. Gozuacik, S. Ekici, H. Uvet, A. Sabanovic, A. Kosar
Experimental Thermal and Fluid Science, Volume 78, Pages 322–333
Publication year: November, 2016
A New Visual Tracking Method for the Analysis and Characterization of Jet Flow
Journal Articles
G. Alcan, M. Ghorbani, A. Kosar, M. Unel
Flow Measurement and Instrumentation, Volume 51, Pages 55-67
Publication year: October, 2016
Single Droplet Tracking in Jet Flow
Book Chapters Conference Papers
G. Alcan, M. Ghorbani, A. Kosar, M. Unel
International Conference on Image Analysis and Recognition (ICIAR 2016), Póvoa de Varzim, Portugal, July 13-15, 2016
Lecture Notes in Computer Science, Volume 9730, Pages 415-422
Publication year: July, 2016
Visualization and Image Processing of Spray Structure Under the Effect of Cavitation Phenomenon
Conference Papers Journal Articles
M. Ghorbani, G. Alcan, D. Yilmaz, M. Unel, A. Kosar
9th International Symposium on Cavitation (CAV 2015), EPFL, Lausanne, Switzerland, December 6-10, 2015
Journal of Physics: Conference Series, Volume 656, Article Number: 012115
Publication year: December, 2015
Vision Based Cone Angle Estimation of Bubbly Cavitating Flow and Analysis of Scattered Bubbles Using Micro Imaging Techniques
Conference Papers
G. Alcan, M. Ghorbani, A. Kosar, M. Unel
41st Annual Conference of the IEEE Industrial Electronics Society (IECON 2015), Yokohama, Japan, November 9-12, 2015
Publication year: November, 2015

Dr. Gökhan Alcan

Postdoctoral Researcher
Sabanci University

Research Projects

Machine Learning Techniques for Driver Evaluation in Heavy-Duty Vehicles

Ford Otosan of Turkey

Publications of the Project

Driving Behavior Classification Using Long Short Term Memory Networks

System Identification Methods for Dynamic Calibration of Diesel Engines

Ford Otosan of Turkey

Publications of the Project

Optimization-Oriented High Fidelity NFIR Models for Estimating Indicated Torque in Diesel Engines

Estimating Soot Emission in Diesel Engines Using Gated Recurrent Unit Networks

Predicting NOx Emissions in Diesel Engines via Sigmoid NARX Models Using A New Experiment Design for Combustion Identification

Diesel Engine NOx Emission Modeling Using a New Experiment Design and Reduced Set of Regressors

Design and Development of a National Endoscopic Device for Medical Applications Based on Hydrodynamic Cavitation

The Scientific and Technological Research Council of Turkey

Publications of the Project

Biomedical Device Prototype Based on Small Scale Hydrodynamic Cavitation

Characterization and Pressure Drop Correlation for Sprays under the Effect of Micro Scale Cavitation

Design, Prototyping and Control of a Flexible Cystoscope for Biomedical Applications

Visualization of Microscale Cavitating Flow Regimes via Particle Shadow Sizing Imaging and Vision Based Estimation of the Cone Angle

A New Visual Tracking Method for the Analysis and Characterization of Jet Flow

Single Droplet Tracking in Jet Flow

Visualization and Image Processing of Spray Structure Under the Effect of Cavitation Phenomenon

Vision Based Cone Angle Estimation of Bubbly Cavitating Flow and Analysis of Scattered Bubbles Using Micro Imaging Techniques

Dr. Gökhan Alcan

Postdoctoral Researcher Sabanci University

Research Projects

Machine Learning Techniques for Driver Evaluation in Heavy-Duty Vehicles

Ford Otosan of Turkey

Publications of the Project

System Identification Methods for Dynamic Calibration of Diesel Engines

Ford Otosan of Turkey

Publications of the Project

Design and Development of a National Endoscopic Device for Medical Applications Based on Hydrodynamic Cavitation

The Scientific and Technological Research Council of Turkey

Publications of the Project

Postdoctoral Researcher
Sabanci University