Ilgiz Murzakhanov

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Loss Minimization

Short Term Load Forecasting

Machine Learning

Top Venues

IEEE Trans. Smart Grid

Publications

Samuel Chevalier, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
GPU-Accelerated Verification of Machine Learning Models for Power Systems. HICSS (2024)
Ilgiz Murzakhanov, Sarthak Gupta, Spyros Chatzivasileiadis, Vassilis Kekatos
Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources. IEEE Trans. Smart Grid 15 (1) (2024)
Samuel Chevalier, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
GPU-Accelerated Verification of Machine Learning Models for Power Systems. CoRR (2023)
Rahul Nellikkath, Andreas Venzke, Mohammad Kazem Bakhshizadeh, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment. CoRR (2023)
Ilgiz Murzakhanov, Mirle Vishwanath Gururaj, Vemalaiah Kasi, Garima Prashal, Spyros Chatzivasileiadis, Narayana Prasad Padhy
A Novel Decentralized Inverter Control Algorithm for Loss Minimization and LVRT Improvement. CoRR (2022)
Robert I. Hamilton, Jochen Stiasny, Tabia Ahmad, Samuel Chevalier, Rahul Nellikkath, Ilgiz Murzakhanov, Spyros Chatzivasileiadis, Panagiotis N. Papadopoulos
Interpretable Machine Learning for Power Systems: Establishing Confidence in SHapley Additive exPlanations. CoRR (2022)
Ilgiz Murzakhanov, Sarthak Gupta, Spyros Chatzivasileiadis, Vassilis Kekatos
Optimal Design of Volt/VAR Control Rules for Inverter-Interfaced Distributed Energy Resources. CoRR (2022)
Yucun Lu, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Neural network interpretability for forecasting of aggregated renewable generation. SmartGridComm (2021)
Ilgiz Murzakhanov, David Pozo
Priority Lists for Power System Investments: Locating Phasor Measurement Units. CoRR (2021)
Yucun Lu, Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Neural network interpretability for forecasting of aggregated renewable generation. CoRR (2021)
Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Decentralized Model-free Loss Minimization in Distribution Grids with the Use of Inverters. CoRR (2020)
Ilgiz Murzakhanov, Spyros Chatzivasileiadis
Extended mathematical derivations for the decentralized loss minimization algorithm with the use of inverters. CoRR (2020)