Nenad Nenadic Headshot

Nenad Nenadic

Research Faculty

CIMS Center for Remanufacturing and Resource Recovery
Golisano Institute for Sustainability

585-475-4109
Office Location

Nenad Nenadic

Research Faculty

CIMS Center for Remanufacturing and Resource Recovery
Golisano Institute for Sustainability

Education

BA, University of Novi Sad (Yugoslavia); MS, Ph.D., University of Rochester

Bio

Dr. Nenad Nenadic conducts inter-disciplinary, applied research in systems, including prognostics health monitoring (PHM), microgrids, and parametric design. He has more than ten years of practical experience in PHM development for a wide range of electrical, mechanical, and electromechanical systems (e.g., gearboxes, lithium ion batteries, photo kiosks, engines, fuel cells, and vehicles), with active engagement in all stages of the development, starting from design of experiment, development of physics-based models; via development of instrumentation (sensor selection and placement, data acquisition and storage design) and data collection through conducting empirical studies; to data analysis (signal pre-processing, feature extraction, model development) and interpretation of results using machine learning and statistics. He is interested in practical solutions for improving system’s economic and environmental performance, such as development collaboration modes between an independently-operating microgrid and the interfacing utility, extending the useful life of lithium ion batteries in microgrid applications (after the end of their primary useful life in electric vehicles), and development of solutions for reducing peak power demand in industrial and commercial buildings. He is working on application of evolutionary algorithms to process automation and optimization such as development of a semi-automated (human-in-the-loop) design environment.

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585-475-4109

Areas of Expertise

Select Scholarship

Journal Paper
Krystofik, Mark, et al. "Risk Assessment Framework for Outbound Supply-Chain Management." Information 11. 9 (2020): 417-. Web.
Nenadic, Nenad G., Thomas A. Trabold, and Michael G. Thurston. "Cell Replacement Strategies for Lithium Ion Battery Packs." Batteries 6. 3 (2020): 39-. Web.
Nenadic, Nenad G., et al. "Estimation of State-of-Charge and Capacity of Used Lithium-Ion Cells." International Journal of Prognostics and Health Management 5. 2 (2014): 1-12. Web.
Published Conference Proceedings
Dykas, Brian, et al. "Diagnostic Features from Aircraft Propulsion Bearings in Accelerated Aging Experiments." Proceedings of the VFS 75th Annual Forum & Technology Display. Ed. Luigi Ricci Moretti. Philadelphia, PA: Vertical Flight Society, 2019. Web.
Nenadic, Nenad G., Michael G. Thurston, and Adrian A. Hood. "Learning Operating Conditions for Gearbox Health Monitoring." Proceedings of the American Helicopter Society, 74th Annual Forum and Technical Display. Ed. Vertical Flight Society. Phoenix, AZ: https://vtol.org/store/department/hums-1374.cfm, 2018. Web.
Nenadic, Nenad G., et al. "Assessment of Overhaul Effectiveness and Usage-based Inference Using Bayesian Networks." Proceedings of the 10th Annual Conference of thePrognostics and Health Management Society. Ed. Marcos Eduardo Orchard. Philadelphia, PA: PHM Society, 2018. Web.
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Full Length Book
Jones, Thomas B. and Nenad G. Nenadic. Electromechanics and MEMS. 1st ed. London/New York, New York: Cambridge University Press, 2013. Print.

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