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Murat Yildirim

Murat Yildirim

Assistant Professor, Industrial and Systems Engineering

4815 Fourth Street, Detroit, MI 48201
Manufacturing Engineering Building (MEB)
Room MEB 2049

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Murat Yildirim

Biography

Dr. Murat Yildirim is an Assistant Professor in the Department of Industrial and Systems Engineering at Wayne State University. Prior to joining Wayne State, he worked as a postdoctoral fellow at the Georgia Institute of Technology (2016-2018). Dr. Yildirim's research interest lies in advancing the integration of mathematical programming and data analytics in various application domains, with a special emphasis on energy and mobility applications. Specifically, he focuses on the modeling and the computational challenges arising from the integration of real-time inferences generated by advanced data analytics into large-scale mixed integer programs (MIPs) used for optimizing and controlling networked systems.

 

  • Assistant Professor, Industrial and Systems Engineering, Wayne State University 2019 -
  • Postdoctoral Researcher in Industrial Engineering, Georgia Institute of Technology, 2016-2018

Education

  • Ph.D. in System Informatics & Control/Industrial Engineering, Georgia Institute of Technology, 2016
  • M.S. in Operations Research, Georgia Institute of Technology, 2016
  • B.S. in Electrical & Computer Engineering, Georgia Institute of Technology, 2010
  • B.S. in Industrial & Systems Engineering, Georgia Institute of Technology, 2010

Research Group

PhD Students:
  •  Farnaz Fallahi (2018 - ) 

 

 

Publications

Journal Publications:

[1] Peters, B., Yildirim, M., Gebraeel, N., Paynabar, K. "Severity-Based Diagnosis for Vehicular Electric Systems with Multiple, Interacting Fault Modes" Reliability Engineering and System Safety (2019).

[2] Yildirim, M., Gebraeel, N., Sun X. A. "Leveraging Predictive Analytics to Control and Coordinate Operations, Asset Loading and Maintenance" IEEE Transactions on Power Systems (2019).

[3] Ramanan, P.. Yildirim, M., Gebraeel, N., and Chow, E. "An Asynchronous, Decentralized Solution Framework for the Large Scale Unit Commitment Problem" IEEE Transactions on Power Systems (2019).

[4] Basciftci, B, Ahmed S., Gebraeel N., and Yildirim, M. "Stochastic Optimization of Maintenance and Operations Schedules under Unexpected Failures." IEEE Transactions on Power Systems (2018).

[5] Yildirim, M., Gebraeel, N., and Sun X. A. “Integrated Predictive Analytics & Optimization for Wind Farm Maintenance and Operations” IEEE Transactions on Power Systems (2017).

[6] Yildirim, M., Sun X. A., and Gebraeel, N. “Sensor-Driven Condition-Based Generator Maintenance Scheduling. Part 1: Maintenance Problem” IEEE Transactions on Power Systems (2016).

[7] Yıldırım, M., Sun X. A., and Gebraeel, N. “Sensor-Driven Condition-Based Generator Maintenance Scheduling. Part 2: Integrating Operations” IEEE Transactions on Power Systems (2016).


Computer Science Conferences:

[1] Ramanan P., Yildirim M., Chow E., and Gebraeel N. “Asynchronous Decentralized Framework for Unit Commitment in Power Systems” ICCS 2017 International Conference on Computational Science, Zurich, Switzerland, (2017).

 

 

Awards and Honors

Publications [6,7]:
  • Finalist, INFORMS Quality Statistics and Reliability Best Student Paper Competition, November 2016
  • Finalist, INFORMS Data Mining Best Student Paper Competition, November 2015
  • First Place, Doctoral Colloquium Poster Competition, May 2015

Publication [4]: Winner, INFORMS Energy, Natural Resources and the Environment Best Student Paper Competition, November 2018

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