Electronics Optics & Control, Volume. 23, Issue 7, 87(2016)

On RUL Prediction of Particle Filter for Lithium-ion Battery Based on Ensemble ANN

LI Wen-feng1...2, XU Ai-qiang1, JI Quan-xing2 and ZHOU Li-jian2 |Show fewer author(s)
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    References(7)

    [6] [6] DALAL M, MA J, HE D. Lithium-ion battery life prognostic health management system using particle filtering framework[J]. Journal of Risk and Reliability, 2011, 225(1): 81-90.

    [8] [8] CARNEY J, CUNNINGHAM P, BHAGWAN U. Confidence and prediction intervals for neural network ensembles[C]//IJCNN99, International Joint Conference on Neural Networks, Washington DC, 1999: 1215-1218.

    [9] [9] NIX D, WEIGEND A. Estimating the mean and the variance of the target probability distribution[C]//Neural Networks, IEEE World Congress on Computational Intelligence, Orlando, 1994: 55-60.

    [10] [10] ZOUBIR A M, BOASHASH B. The bootstrap and its application in signal processing[J]. IEEE Signal Processing Magazine, 1998, 15(1): 56-76.

    [11] [11] BARALDI P, COMPARE M, SAUCO S, et al. Ensemble neural network-based particle filtering for prognostics[J]. Mechanical System and Signal Processing, 2013, 41(1): 288-300.

    [12] [12] ZHOU Z H. WU J X. TANG W. Ensembling neural networks: many could be better than all[J]. Artificial Intelligence, 2002, 137(2): 239-263.

    [13] [13] DAWN A, CHIO J H, KIM N H. Prognostics 101: a tutorial for particle filter-based prognostics algorithm using Matlab[J]. Reliability Engineering and System Safety, 2013, 115: 161-169.

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    LI Wen-feng, XU Ai-qiang, JI Quan-xing, ZHOU Li-jian. On RUL Prediction of Particle Filter for Lithium-ion Battery Based on Ensemble ANN[J]. Electronics Optics & Control, 2016, 23(7): 87

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    Paper Information

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    Received: Jul. 5, 2015

    Accepted: --

    Published Online: Jan. 27, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2016.07.019

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