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Keywords: ARIMA
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Proceedings Papers

Proc. ASME. IMECE2020, Volume 8: Energy, V008T08A021, November 16–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2020-23949
..., where they are used as energy sources. The paper proposes methods to calculate SoH and cycle life for the battery packs. We propose autoregressive integrated modeling average (ARIMA) and supervised learning (bagging with decision tree as the base estimator; BAG) for forecasting the battery SoH in order...
Proceedings Papers

Proc. ASME. IMECE2007, Volume 16: Transportation Systems, 277-282, November 11–15, 2007
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2007-43388
... be grouped into sets with similar physical characteristics. The first step is to consider the road to be a realization of an underlying stochastic process. This work develops a method for characterizing non-stationary terrain profiles though ARIMA (autoregressive integrated moving average) modeling...