3 papers
cs.LG2025
Text embedding models can be great data engineers
Iman Kazemian, Paritosh Ramanan, Murat Yildirim
Data engineering pipelines are essential - albeit costly - components of predictive analytics frameworks requiring significant engineering time and domain expertise for carrying ou…
math.OC2024
Sensor-Driven Predictive Vehicle Maintenance and Routing Problem with Time Windows
Iman Kazemian, Bahar Cavdar, Murat Yildirim
Advancements in sensor technology offer significant insights into vehicle conditions, unlocking new venues to enhance fleet operations. While current vehicle health management mode…
math.OC2024
Attention is All You Need to Optimize Wind Farm Operations and Maintenance
Iman Kazemian, Murat Yildirim, Paritosh Ramanan
Operations and maintenance (O&M) is a fundamental problem in wind energy systems with far reaching implications for reliability and profitability. Optimizing O&M is a multi-faceted…