Research

Research Topics

• Power System Modeling and Simulation
• Power System Dynamics, Stability and Control
• Machine Learning Applications in Power Systems
• Power System Planning and Optimization
• Microgrids and Active Distribution Networks
• Cybersecurity in Power Systems

Ongoing Projects

• Dynamic Security Assessment of Power Systems under High Penetration of Renewable Energy Resources and Cyber Attacks

Completed Projects

• Wide Area Monitoring Protection and Control Design Based on Machine Learning and Advanced Signal Processing for Large Scale Electric Power Systems
  TUBITAK 1001 – Scientific and Technological Research Projects Funding Program
  October 2018 – October 2020
  Project page (EN) | Proje sayfası (TR)
• Dynamic Security Assessment and Enhancement of Large Scale Electric Power Systems via Machine Learning Techniques and Population based Optimization Methods
  TUBITAK 1001 – Scientific and Technological Research Projects Funding Program
  December 2014 – December 2016
  Project page (EN)
• A systematic and comprehensive approach to secure future electrical power grids against cyber-attacks using statistical learning algorithms
  TUBITAK & H2020-EU
  February 2021-February 2023
• Security Constrained Optimal Power Flow Solution for Wind Energy Integrated Power Systems
  Istanbul Technical University Scientific Research Projects Funding Program
  February 2019 – November 2021
• Islanding Detection in Microgrids using Decision Trees
  Istanbul Technical University Scientific Research Projects Funding Program
  November 2017 – May 2018
• Improvements in Corrective Control Methods for Transient Stability in Power Systems
  Istanbul Technical University Scientific Research Projects Funding Program
  January 2016 – September 2018
• Enhancing Dynamic Performance of a Renewable Energy based Microgrid
  Istanbul Technical University Scientific Research Projects Funding Program
  February 2015 – November 2016