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Prognostics of Lithium-ion batteries based on state space modeling with heterogeneous noise variances.
Dong Wang
Fangfang Yang
Yang Zhao
Kwok-Leung Tsui
Published in:
Microelectron. Reliab. (2017)
Keyphrases
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state space
heuristic search
electric vehicles
additive noise
noise reduction
real world
noisy data
markov decision processes
noise sensitivity
noise level
signal to noise ratio
energy consumption
missing data
particle filter
dynamical systems
monte carlo
fault detection
noise model
reinforcement learning