Prati
Chetan S. Kulkarni
Chetan S. Kulkarni
Senior Scientist at NASA Ames Research Center (KBR, Inc)
Potvrđena adresa e-pošte na nasa.gov - Početna stranica
Naslov
Citirano
Citirano
Godina
Fusing physics-based and deep learning models for prognostics
MA Chao, C Kulkarni, K Goebel, O Fink
Reliability Engineering & System Safety 217, 107961, 2022
3352022
Adaptation of an electrochemistry-based li-ion battery model to account for deterioration observed under randomized use
B Bole, CS Kulkarni, M Daigle
Annual conference of the prognostics and health management society, 2014
2832014
Aircraft engine run-to-failure dataset under real flight conditions for prognostics and diagnostics
M Arias Chao, C Kulkarni, K Goebel, O Fink
Data 6 (1), 5, 2021
2272021
Randomized Battery Usage Data Set
C Kulkarni, M Brian Bole, Daigle
https://ti.arc.nasa.gov/dev/tech/dash/groups/pcoe/prognostic-data-repository …, 2014
155*2014
Electrochemistry-based Battery Modeling for Prognostics
M Daigle, CS Kulkarni
Annual Conference of the Prognostics and Health Management Society 2013, 249-261, 2013
1552013
Hybrid physics-informed neural networks for lithium-ion battery modeling and prognosis
RG Nascimento, M Corbetta, CS Kulkarni, FAC Viana
Journal of Power Sources 513, 230526, 2021
1412021
Prognostics Approach for Power MOSFET under Thermal-Stress Aging
J Celaya, A Saxena, CS Kulkarni, S Saha, K Goebel
Proceedings - Annual Reliability and Maintainability Symposium (RAMS), 2012, 1-6, 2012
1262012
A Model-based Prognostics Methodology for Electrolytic Capacitors Based on Electrical Overstress Accelerated Aging
JR Celaya, C Kulkarni, G Biswas, S Saha, K Goebel
Proceeding of Annual Conference of the Prognostics and Health Management …, 2011
116*2011
End-of-discharge and end-of-life prediction in lithium-ion batteries with electrochemistry-based aging models
M Daigle, CS Kulkarni
AIAA Infotech@ aerospace, 2132, 2016
782016
Physics Based Electrolytic Capacitor Degradation Models for Prognostic Studies under Thermal Overstress
CS Kulkarni, JR Celaya, K Goebel, G Biswas
1st European Conference of the Prognostics and Health Management Society, 1-9, 2012
712012
Integrated diagnostic/prognostic experimental setup for capacitor degradation and health monitoring
C Kulkarni, G Biswas, X Koutsoukos, J Celaya, K Goebel
IEEE AUTOTESTCON, 1-7, 2010
692010
A prognosis case study for electrolytic capacitor degradation in DC-DC converters
C Kulkarni, G Biswas, X Koutsoukos
Proceeding of Annual Conference of the Prognostics and Health Management …, 2009
662009
Real-time model calibration with deep reinforcement learning
Y Tian, MA Chao, C Kulkarni, K Goebel, O Fink
Mechanical Systems and Signal Processing 165, 108284, 2022
642022
Battery health management for small-size rotary-wing electric unmanned aerial vehicles: An efficient approach for constrained computing platforms
G Sierra, M Orchard, K Goebel, C Kulkarni
Reliability Engineering & System Safety 182, 166-178, 2019
612019
Hybrid deep fault detection and isolation: Combining deep neural networks and system performance models
MA Chao, C Kulkarni, K Goebel, O Fink
arXiv preprint arXiv:1908.01529, 2019
542019
Accelerated Aging in Electrolytic Capacitors for Prognostics
J Celaya, C Kulkarni, S Saha, G Biswas, K Goebel
Proceedings Annual Reliability and Maintainability Symposium (RAMS), 2012, 1-6, 2012
522012
Physics of failure models for capacitor degradation in DC-DC converters
C Kulkarni, G Biswas, X Koutsoukos, K Goebel, J Celaya
The Maintenance and Reliability Conference, MARCON, 2010
522010
Experimental studies of ageing in electrolytic capacitors
C Kulkarni, G Biswas, X Koutsoukos, J Celaya, K Goebel
Proceeding of Annual Conference of the Prognostics and Health Management Society, 2010
492010
Accelerated aging experiments for capacitor health monitoring and prognostics
CS Kulkarni, JR Celaya, G Biswas, K Goebel
2012 IEEE AUTOTESTCON Proceedings, 356-361, 2012
472012
Architecture and information requirements to assess and predict flight safety risks during highly autonomous urban flight operations
S Young, E Ancel, A Moore, E Dill, C Quach, J Foster, K Darafsheh, ...
402020
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