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State of Charge Prediction of Mine-Used LiFePO4 Battery Based on PSO-Catboost
1. Introduction Mines’ demand for electric drives is increasing year by year. As an essential power source, the safe and efficient operation of a mine power battery pack is necessary. The mine power battery pack mainly comprises lithium iron phosphate batteries [1] (referred to as lithium batteries from now on), which have a stable chemical composition, are safer to use in high temperatures and other environments, and reduce potential safety hazards.
A Spatio-Temporal Capsule Neural Network with Self-Correlation Routing for EEG Decoding of Semantic Concepts of Imagination and Perception Tasks
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Analysis of Vegetation Dynamics and Driving Mechanisms on the Qinghai-Tibet Plateau in the Context of Climate Change
3.1. Spatial and Temporal Variability of the NDVI in the Qinghai-Tibet Plateau 3.1.1. Spatial and Temporal Evolution Characteristics of the NDVI The overall trend of the NDVI in the TP region has fluctuated and increased during the past 21 years, with a range of 0.321–0.388, a mean value of 0.349 (Figure 4a), and an overall growth rate of 0.0027 a−1.
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