Publications

Publications

A selection of my published research and academic work.

  1. Long-term Wind Power and Global Warming Prediction Using MARS, ANN, CART, LR, and RF

    Y. Yilmaz, G. Nalçacı, M. Kańczurzewska, G.-W. Weber

    Journal of Industrial and Management Optimization, 2024

  2. Optimal Sizing of Hybrid Microgrids with Consideration of Global Warming Effects: A MARS and GRG Approach

    Y. Yilmaz

    M.Sc. Thesis, Middle East Technical University, 2024

  3. Determinants of Energy Efficiency in Developing Regions: An Empirical Analysis using MARS and CMARS

    Y. Yilmaz, J. Parikh, G.-W. Weber

    Conference presentation, n.d.

  4. Preface, in Smart Cities and Machine Learning in Urban Health

    G.-W. Weber, A. Kalemba, M. Kańczurzewska, Y. Yilmaz

    IGI Global, 2021

  5. PSIG 2102 — New Rupture Detection Data Mining Algorithms for Crude Oil Pipelines

    Y. Yilmaz

    Pipeline Simulation Interest Group (PSIG), 2021

  6. Natural Gas Consumption Forecast with MARS and CMARS Models for Residential Users

    A. Özmen, Y. Yilmaz, G.-W. Weber

    Energy Economics, 2018

  7. Energy Modeling and Computations in the Building Envelope

    Y. Yilmaz, G.-W. Weber, P. Vasant

    International Journal of Energy Optimization and Engineering, 2016

  8. A New Algorithm for Condition Monitoring of Gas Turbines

    Y. Yilmaz, R. Kurz, A. Özmen, G.-W. Weber

    ASME Turbo Expo, 2015

  9. Daily Natural Gas Consumption Prediction by MARS and CMARS Models for Residential Users in Ankara

    Y. Yilmaz

    M.Sc. Thesis, Middle East Technical University, 2015