Concepedia

Sara Kohtz

SK

3

Publications

444

Citations

3

H-Index

2022

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Sara Kohtz is an author at University of Illinois Urbana-Champaign specializing in engineering, reliability engineering, and systems engineering.

Top concepts

EngineeringMachine LearningSystems EngineeringReliability EngineeringBatteriesDiagnosisPrognosticsData ScienceMechatronicsEnergy Storage

Publications per year

2022–2023

3

Publications

3

Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges

Yanwen Xu, Sara Kohtz, Jessica Boakye et al. · Reliability Engineering & System Safety · 2022 · 290 citations

Reliability Engineering, Engineering, Machine Learning +11

Physics-informed machine learning model for battery state of health prognostics using partial charging segments

Sara Kohtz, Yanwen Xu, Zhuoyuan Zheng et al. · Mechanical Systems and Signal Processing · 2022 · 110 citations

Electric Battery, Electrical Engineering, Physics-informed Machine +14

Optimal sensor placement for permanent magnet synchronous motor condition monitoring using a digital twin-assisted fault diagnosis approach

Sara Kohtz, Junhan Zhao, Anabel Renteria et al. · Reliability Engineering & System Safety · 2023 · 44 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +8

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