34 citations · 37 across the 7 of their papers we have counts for
8 papers
Condition-Based Maintenance of Degrading Assets underIntermittent Accessibility
Muhammet Ceyhan Sahin, Murat Yildirim, Onur A. Kilic
Many maintenance models implicitly assume that maintenance can be performed whenever intervention is warranted. In practice, however, environmental uncertainty, such as weather and…
Joint Optimization of Production and Maintenance in Offshore Wind Farms: Balancing the Short- and Long-Term Needs of Wind Energy Operation
Petros Papadopoulos, Farnaz Fallahi, Murat Yildirim +1
The rapid increase in scale and sophistication of offshore wind (OSW) farms poses a critical challenge related to the cost-effective operation and management of wind energy assets.…
An Integrated Optimization Framework for Multi-Component Predictive Analytics in Wind Farm Operations & Maintenance
Ilke Bakir, Murat Yildirim, Evrim Ursavas
Recent years have seen an unprecedented growth in the use of sensor data to guide wind farm operations and maintenance. Emerging sensor-driven approaches typically focus on optimal…
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…
An Asynchronous, Decentralized Solution Framework for the Large Scale Unit Commitment Problem
Paritosh Ramanan, Murat Yildirim, Edmond Chow +1
With increased reliance on cyber infrastructure, large scale power networks face new challenges owing to computational scalability. In this paper we focus on developing an asynchro…