34 citations · 37 across the 7 of their papers we have counts for
4 papers · 1 filter
Predictive Multi-Microgrid Generation Maintenance: Formulation and Impact on Operations & Resilience
Farnaz Fallahi, Murat Yildirim, Jeremy Lin +1
Industrial sensor data provides significant insights into the failure risks of microgrid generation assets. In traditional applications, these sensor-driven risks are used to gener…
Decentralized and Secure Generation Maintenance with Differential Privacy
Paritosh Ramanan, Murat Yildirim, Nagi Gebraeel +1
Decentralized methods are gaining popularity for data-driven models in power systems as they offer significant computational scalability while guaranteeing full data ownership by u…
Large-Scale Maintenance and Unit Commitment: A Decentralized Subgradient Approach
Paritosh Ramanan, Murat Yildirim, Nagi Gebraeel +1
Unit Commitment (UC) is a fundamental problem in power system operations. When coupled with generation maintenance, the joint optimization problem poses significant computational c…
Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning
Suleyman Yildirim, Alper Ekrem Murat, Murat Yildirim +1
Initial development and subsequent calibration of discrete event simulation models for complex systems require accurate identification of dynamically changing process characteristi…