İYTE

Prof. Serhan Özdemir

Serhan Özdemir

Professor / Directory of Laboratory

  • Doctor of Philosophy in Mechanical Engineering, University of Florida (Doctor / 1996-1999)

    Dissertation : Optimization and Analysis of a Hybrid Continuously Variable Power Split Transmission, Florida.

  • Master of Mechanical and Aerospace Engineering, Illinois Institute of Technology(MS.c. / 1994 – 1966)

    Thesis : Design of a Glass Loading Machine, In Assistance to and in Cooperation with a Chicago-Based Heat Resistant Oven Glass Manufacturer.

  • Bachelor of Science in Mechanical Engineering(Bs.c. / 1986 – 1991)

    Thesis : Optimization of a Soil Filling Machine from a Bunker, In Assistance to and in Cooperation with a Izmir-Based Company.

  • Professor (2012 – +)

  • Assoc. Prof., Dept. of Mech. Eng., Izmir Institute of Technology (2007 – 2012)

  • Asst. Prof., Dept. of Mech. Eng., Izmir Institute of Technology (2002 – 2007)

  • Instructor, Dept. of Mech. Eng., Izmir Institute of Technology (2001 – 2002)

  • Graduate Research Assistant, Dept. of Design, Illinois Institute of Technology, Supervised by Dr. Victor Aranov , Chicago (1994-1995)

  • Graduate Research Assistant, Izmir Institute of Technology (1993 – 2001)

  • Assistant Engineer, Elevator Maintenance Shop, Supervised by Robert Tokach, Izmir (1991-1992)

  • Machine Health and Diagnostics
  • Intelligent Optimization Techniques
  • Artificial Intelligence and Intelligent Control Techniques

Bayram C., Sevil H E., Ozdemir S.,”Swarm and Entropic Modeling for Landmine Detection Robots”, Trends in Intelligent Systems and Computer Engineering, Series: Lecture Notes Electrical Engineering, Vol. 6, Castillo, Oscar; Xu, Li; Ao, Sio-Iong (Eds.), pp. 105-116, ISBN: 978-0-387-74934-1, Springer, 2008.

  • ME311 Machine Elements I
  • ME312 Machine Elements II
  • ME409 Mechanical Engineering Laboratory
  • ME352 System Analysis & Automatic Control
  • ME570 Computational Intelligence
  • ME578 Probabilistic Reasoning
  • ME583 Industrial Fault Detection & Identification
  • ME587 Microcontroller Embedded Control
  • Baltaci, C.O., Ozdemir S. A Glimpse at Reinforcement Learning Method. International Journal of Advanced Computational Engineering and Networking, ISSN(p): 2320-2106, Volume-6, Issue-2, Feb.-2018. (refereed, non-SCI)
  • Kosun C, Ozdemir S. Determining the complexity of multi-component conformal systems: A platoon-based approach, Physica A-Statistical Mechanics and its Applications, 471, 4 / 2017
  • Kosun C., Kok C., Tanriyapisi O.M., Ozdemir S. A Qualitative Examination of the Composition of the Cooperative Vehicles, Journal of Scientific and Engineering Research, 4 / 2017
  • Kosun C., Ozdemir S. An entropy-based analysis of lane changing behavior: An interactive approach, Traffic Injury Prevention, 18, 4, 9 / 2017
  • Kosun C., Ozdemir, S. “A Superstatistical Model of Vehicular Traffic Flow”, Physica A: Statistical Mechanics and its Applications, 2016.
  • Kosun C., Celik, H. M., Ozdemir, S. “An Analysis of Vehicular Traffic Flow Using Langevin Equation”, Promet-Traffic&Transportation, Scientific Journal on Traffic and Transportation Research, Vol. 27, No. 4, pp. 317-324, 2015.
  • Coskun, A., Sevil, H.E., Ozdemir, S., “Cost Effective Localization in Distributed Sensory Networks”, Engineering Applications of Artificial Intelligence, Vol 24, issue 2, pp 232-237, 2011.
  • Sevil, H.E., Ozdemir, S., “Prediction of Micro-drill Breakage Using Rough Sets”, J of Artificial Intelligence for Engineering Design Analysis and Manufacturing, Vol 25, issue 1, pp 15-23, 2011.
  • Kosun C., Ozdemir S. An entropy-based analysis of lane changing behavior: An interactive approach, Traffic Injury Prevention, 18, 4, 9 / 2017
  • Gezgin E., Ozdemir, S., “Classification of Manipulators of the Same Origin by virtue of Compactness and Complexity”, Mechanism and Machine Theory, Volume 46, Issue 10, pp 1425-1433, 2011.
  • U. Yankaya, H. M. Celik, S. Ozdemir, and H. E. Sevil. “Chaotic Structure Test and Predictability Analysis on Traffic Time Series in the City of Istanbul,” Journal of Applied Functional Analysis, vol. 6, no. 2, pp. 145-154, 2011. (refereed, non-SCI)
  • Sevil, H.E., Ozdemir, S.,”The Link Between System Complexity and the Drill Bit Failure”, International Journal of Engineering Studies, ISSN 0975- 6469 Volume 2, Number 2, pp. 221-230, 2010. (refereed, non-SCI)
  • Tayfur, G., Sevil, H.E., Gezgin E., Ozdemir, S., “Trait-Based Heterogeneous Populations Plus (TbHP+) Genetic Algorithm”. Mathematical and Computer Modelling, vol. 49, no. 3-4, pp. 709-720, 2009.
  • Ozdemir S., “Power Transmission Entropy”, J of Heavy Vehicle Systems, A Series of the Int. J. of Vehicle Design, vol.15, no.1, pp.82-88, 2008.
  • Ozdemir S., “Measures of Uncertainty in Power Split Systems”, J of Mechanism & Machine Theory, vol 42 (159-167), 2007.
  • Selvi, O., Sevil, H.E., Ozdemir, S., “Synthesis of Mechanisms with Adjustable Links using Least Squares Optimization”. IFToMM J of Problem of Mechanics, vol. 2, no. 27, pp. 21-25, 2007. (refereed, non-SCI)
  • Alpay S., Bilir L., Ozdemir S., Ozerdem B. “Wind Speed Time Series Characterization by Hilbert Transform”, J of Renewable Energy, 30 (359-364), 2006.
  • Ozdemir S., “Local Sparse Coding Control of CVPSTs”, Heavy Vehicle Systems, A Series of the Int. J. of Vehicle Design, Vol. 12, No. 2, pp. 104-121, 2005.
  • Atan E., Ozdemir S. “Intelligent Modeling of the Transient Asperity Temperatures in Meshing Spur Gears”, Journal of Mechanism and Machine Theory, vol 40, pp119-127, 2005.
  • Boke H., Akkurt S., Ozdemir S. and E.H. Gokturk, “Quantification of CaCO3-CaSO3.0.5H2O-CaSO4.2H2O mixtures by FTIR analysis and its ANN model “, Materials Letters, 2004.
  • Akkurt S., Ozdemir S. and Tayfur G., “Genetic Algorithm-Artificial Neural Network Model for the Prediction of Germanium Recovery from Zinc Plant Residues”, Transactions of the Institute of Mining and Metallurgy, Section C: Mineral Processing and Extractive Metallurgy, Vol 111, pp129-134, March. 2003.
  • Akkurt S., Ozdemir S., Tayfur G. and Akyol B., “The Use of GA-ANNs and Statistical Experimental Design in the Investigation of Compressive Strength of Cement under Standard Atmospheric Curing and Autoclave Curing”, International Journal of Cement and Concrete Research 33, pp 973-979, 2003.
  • Tayfur G., Ozdemir S., Singh V. P.,”Fuzzy Logic Algorithm for Runoff-induced Sediment Transport from Bare Soil Surfaces”, the Int. J. of Advances In Water Resources, 2003.
  • Ozdemir S., Schueller, J. “A New Hybrid CVT Design : CVPSTs”, Heavy Vehicle Systems, A Series of the Int. J. of Vehicle Design, Vol. 9, No. 4, pp. 319-332, 2002.
  • Data-driven Self Organized Modeling using Reinforcement Learning in Autonomous Units, supported by a $3,000 university grant, IYTE-04, 2002.
  • A 6 DOF Parallel Manipulator Simulation&Control, co-worker, $ 10,000 university grant, IYTE-10, 2002.
  • Probabilistic Localization & Path Planning in Dynamic Environments, $ 2000 university grant, IYTE-26, 2003.
  • A Study of Autonomous Navigation by Virtue of a Coupled GPS-INS System, Supported by a $ 21,890 DPT research grant , 2004.
  • Passive Process Monitioring by AE, 2005-IYTE-44, $3,000 university grant, 2005.
  • Condition Monitoring of a Gear Set by Accelerometers, 2005-IYTE-47, co-worker, $4000, 2005.
  • Process Monitoring over the Ethernet/Internet, 2006-IYTE-43, $3,000 university grant, 2006.
  • A Real Time Process Monitoring on a Gear Mechanism through an Accelerometer, co-worker , $3,000, 2006-IYTE-44, 2006.
  • Qualitative Machine Health Assessment by Running Quality Index, IYTE-08, $2000, 2007.
  • Simulator of Vibration based Damage Mitigating Control and Life Extension, Tubitak (Turkish Counsil of Science), 108M622, $15000, 2008.
  • Mikro Dislilerde Takim ve Dis Profilinin Bilgisayar Ortaminda Kontrolu, 2011IYTE15, $ 7000.
  • Karakurt, M. “Data-driven Self Organized Modeling using Reinforcement Learning in Autonomous Units”, IYTE, 2003.
  • Kaya, A. “Fractal Geometry Analysis of Time Series for Fault Identification”, IYTE, 2005.
  • Coskun, A., “Contrast Enhancement by Lateral Inhibition in a Sensory Network, IYTE, 2006.
  • Sevil, H.E., “On the Predictability of Time Series by Metric Entropy”, IYTE, 2006.
  • Kinay, G., Control of dynamics system behaviour by magnetorheological and varible orifice dampers, 2013
  • Kosun, C. (2015). The use of nonextensive framework in connection with traffic flow
  • Bilic, G., Ozdemir, S., “The Influence of the Carrier Frequency on the Applications and the RFID General System Characteristics” 2nd International Mediterranean Science and Engineering Congress (IMSEC), Adana, Turkey, October 25-27, 2017
  • Murat Merdin, SerhanOzdemir. (2017). Airborne Intrusion Avoidance via Electromagnetic Launchers. In International Conference on Multidisciplinary, Engineering, Science, Education and Technology (pp. 449-454). Bitlis: Eren University.
  • Tanriyapisi, O. M., & Ozdemir, S. (2017). The Effect of Number of Coils and Diameter of Copper Wire on Output Signal of LVDT. In International Conference on Multidisciplinary, Engineering, Science, Education and Technology (pp. 449-454). Bitlis: Eren University. Retrieved from https://imeset.org/proceedings/
  • Kok, C, O Mahir Tanriyapisi, A Ozdemir, S. B Cellek, Z Arikan, and S Ozdemir. 2017. “Fircali Dogru Akim Motorlarindaki Fircanin Kalan Omrunun Tespiti ve Izlenmesi.” In UMTS’17, Uluslararasi Makine Teorisi Sempozyumu, 216-20. Trabzon.
  • Kosun, C., Kok, C., Tanriyapisi, O. M., & Ozdemir, S. (2017). A Qualitative Examination of the Composition of the Cooperative Vehicles, 4(4), 137-142. Retrieved from http://jsaer.com/download/vol-4-iss-4-2017/JSAER2017-04-04-137-142.pdf
  • Karabulut, M. G., Tanriyapisi, O. M., & Ozdemir, S. (2016). Analysis of Signals by the Fisher Information Measure. In IMSEC’16, International Mediterranean Science and Engineering Congress (pp. 3520-3527). Adana.
  • Kok C, Cellek B.S., Kosun C, Ozdemir S. Casting the Swarms Problem in the Ensembles Context, Cukurova Universitesi Muhendislik Mimarlik Fakultesi Dergisi, 31, 2 (O, 10 / 2016
  • Kiraz, M., Hasirci, K., Alkan, C., Tanriyapisi, O., & Ozdemir, S. (2015). Mesafe Olçumlerindeki Belirsizligin Ortam Sicakliginin Fonksiyonu Olarak Verilmesi. In UMTS’15, Uluslararasi Makine Teorisi Sempozyumu (pp. 14-17). Izmir.
  • Kosun, C., Ozdemir, S., “Entropy in Terms of Vehicular Distance under Driving Constraints ” The 2014 International Conference on Applied Mathematics, Computational Science & Engineering (AMCSE 2014), Varna, Bulgaria, Sept., 2014.
  • Kosun, C., Bilgincan, T., Ozdemir, S., “Subdiffusive Dynamics of Istanbul Highway Traffic Flow “,The 2014 International Conference on Applied Mathematics, Computational Science & Engineering (AMCSE 2014), Varna, Bulgaria, Sept., 2014.
  • Beyhan, O.O., et al “The Influence of the Surface Topography of Distributed Sensor Networks on Perception”, Int. Conf. on AI (ICAI 12), Las Vegas, 16-19 July, 2012.
  • Ozdemir, S. “On the Information Generation Through Sensory Interactions”, ISAAMMIT, Baku, Sept. 22-23, 2011.
  • Imren, S., Dede MIC., Ozdemir, S., “A Reinforcement Learning Algorithm for Minimizing the Position Errors due to Joint Wear in Four-bar Mechanism”, National Meeting of the Turkish National Automatic Control Committee, Izmir, Sept.14-16, 2011 (in Turkish).
  • Sevil, H.E., Ozdemir, S., Bilgincan, T., “State Space Smoothing through Singular Value Decomposition (SVD)”, IFTOMM, pp 184 – 189, Oct. 5-7, 2010.
  • Ozdemir, S. “Generalized Entropy as a Possible Metric for Mechanical Efficiency”, (abstract) JIMEC’7, Amman, Jordan, Sept. 27-29, 2010.
  • Yankaya U., Celik H.M., Ozdemir S., Sevil H.E. “Chaotic Structure Test and Predictability Analysis on Traffic Time Series in the City of Istanbul”, 3rd Int Interdisciplinary Chaos Symposium, (abstract) May 21-24, Istanbul, 2010
  • Yildiz B., Ozdemir S., Ergenc B.,”Power-law Behavior of Natural Systems”, UMTS 2009, Cyprus, July 2-4, 2009, pp 257-361. (In Turkish)
  • Bilgincan, T., Dede, C., Ozdemir, S.,”Anomaly Detection Through Entropic Nonextensivity”, UMTS 2009, Cyprus, July 2-4, 2009, pp 301-306. (In Turkish)
  • Sevil, H.E., Ozdemir, S., “Total Transmission Entropy to Substitute Mechanical Efficiency in Multiple Flow Schemes”, UNITECH, Gabrovo, Bulgaria, Nov 21-22, 2008, vol.II, pp 139-141.
  • Sevil, H.E., Ozdemir, S., “The use of Correlation Dimension in Detection of Synchronization in Mechanical System Models”, UNITECH, Gabrovo, Bulgaria, Nov 21-22, 2008, vol.II, pp 142-146.
  • Bozkurt, E., Coskun, A., Tanoglu, M., Sevil, H.E., Ozdemir, S.”Simulations on Redundant Sensing of Distributed Sensory Networks”, The 6th International Symposium On Intelligent&Manufacturing Systems IMS, Sakarya, 2008.
  • Kulahcioglu B., Ozdemir S., Kumova B.I., “Application of Symbolic Piecewise Aggregate Approximation (PAA) Analysis to ECG Signals”, The 17th IASTED International Conference on Applied Simulation and Modelling, June 23-25, 2008, Corfu, Greece.
  • Sevil, H.E., Ozdemir, S., “Condition Monitoring of Drill Bits by use of Nonlinear Dynamics Measures”. UMTS 2007, 13th National Machine Theory Symposium, Sivas, 07-09 June 2007, pp. 327-331. (in Turkish)
  • Bayram, C., Sevil, H.E., Ozdemir, S., “A distributed behavioral model for landmine detection robots”. ICAIA 2007, IAENG International Conference on Artificial Intelligence and Applications, Hong Kong, 21-23 March 2007, pp. 172-176.
  • Sevil, H.E., Ozdemir, S., “Prediction of Small Diameter Drill Bit Breakage Using Metric Entropy”, The 4th International Colloquium “Mathematics in Engineering and Numerical Physics”, October 6-8 , 2006, Bucharest, Romania.
  • Sevil H., Gezgin E., Ozdemir S., “, Enhanced Convergence Properties of Populations Through Aging, Immunity and Instinct”, TAINN 2005, Turkish Symposium on Artificial Intelligence and Neural Networks, Izmir, 16-17 July 2005, pp. 231-238.
  • Can F.C., Bayram C., Toksoy K., Avsar H., Ozdemir S.,”Characterization of Swarm
  • Behavior Through Pair-wise Interactions by Tsallis Entropy”, ICAI 2005, 27-30 July, Las Vegas.
  • Gezgin E., Sevil H., Ozdemir S.,”The Effects of Bias,Population Migration, and Credit Assignment in Optimizing Trait-based Heterogeneous Populations”, ICAI 2005, 27-30 July 2005, pp. 747-753, Las Vegas.
  • Bozokalfa G., Ozdemir S., Atan E. “Langevin Equations for Stochastic Data Analysis in Noisy Time Series”, 4th Int Symposium on Intelligent Manufacturing Systems, Sept 6-8, 2004, Sakarya.
  • Bilir L., Alpay S., Ozdemir S.,”Study of Population of Heterogeneous Individuals”, 4th Int Symposium on Intelligent Manufacturing Systems, Sept 6-8, 2004, Sakarya.
  • Alpay S., Bilir L., Ozdemir S., Ozerdem B. ” Estimation of Wind Speed in Urla District Via Hilbert Transforms”, CMES-04, July 14-16, 2004, Cappadocia, Turkey.
  • Atan E., Ozdemir S.,”Modeling of the Transient Asperity Temperatures in Meshing Spur Gears by Intelligence Methods”. CMES-04, July 14-16, 2004, Cappadocia, Turkey.
  • Ozdemir S., Karakurt M., “A Combined SA-GA Optimization Variant for Networks”. Current Advances in MD&P VII. p1167-1172, ISSN: 1366-0950, Jan 2004, Giza, Egypt.
  • Tayfur G., Ozdemir S., “Artificial Intelligence Model for ST”. 11th International Conference on Transport and Sedimentation of Solid Particles. 2-5 September 2002, Gent, Belgium.
  • Ozdemir S., Akkurt S., Topkaya Y., “The Use of ANNs for Predictive Purposes in Ge Recovery from Zinc Plant Residues”, 11th International Metallurgy&Materials Congress, June 2002, Istanbul.
  • Akyol B., Akkurt S., Ozdemir S., Tayfur G., “The Use of Statistical Experimental Design&ANNs in Modeling The Compressive Strength of Portland Cement”. 11th International Metallurgy&Materials Congress, June 2002, Istanbul.