34 citations · 37 across the 3 of their papers we have counts for
3 papers · 1 filter
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…