Battery health management system for electric UAVs

IEEE Aerospace Conference Proceedings

Volumn , Issue , 2011, Pages

  Saha, Bhaskar ^a   Koshimoto, Edwin ^b   Quach, Cuong C ^c   Hogge, Edward F ^d   Strom, Thomas H ^e   Hill, Boyd L ^f   Vazquez, Sixto L ^c   Goebel, Kai ^g  

^a MISSION CRITICAL TECHNOLOGIES INC   (United States)

^b NASA DRYDEN FLIGHT RESEARCH CENTER   (United States)

^c NASA LANGLEY RESEARCH CENTER   (United States)

^d LOCKHEED MARTIN   (United States)

^e NORTHROP GRUMMAN CORPORATION   (United States)

^f VIGYAN INC   (United States)

^g NASA AMES RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BATTERY HEALTH; BATTERY PACK; BATTERY POWERED; BAYESIAN INFERENCE; CATASTROPHIC CONSEQUENCES; DATA-DRIVEN APPROACH; DISCHARGE MODELS; DISCHARGE PROFILES; FLIGHT DATA; FLIGHT REGIME; HARDWARE-IN-THE-LOOP TESTS; LOAD PROFILES; PARTICLE FILTERING; POWER REQUIREMENT; REMAINING USEFUL LIVES; STATE-OF-CHARGE; UAV PLATFORM;

BAYESIAN NETWORKS; HEALTH; INFERENCE ENGINES; MANAGEMENT; UNMANNED AERIAL VEHICLES (UAV); UNMANNED VEHICLES;

ELECTRIC DISCHARGES;

EID: 79955758598     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2011.5747587     Document Type: Conference Paper

References (4)

1. N. J. Gordon, D. J. Salmond and A. F. M. Smith, "Novel Approach to Nonlinear Non-Gaussian Bayesian State Estimation", Radar and Signal Processing, IEE Proceedings F 140(2), 107-113, April 1993.
2. R. L. Hartmann II, An Aging Model for Lithium-Ion Cells, PhD dissertation, University of Akron, 2008.
3. st ed., Springer, 2008.
4. B. Saha and K. Goebel, "Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework", in Proceedings of the Annual Conference of the Prognostics and Health Management Society 2009, San Diego, CA.