Abstract: The K-nearest neighbors (kNNs) algorithm, a cornerstone of supervised learning, relies on similarity measures constrained by real-number-based distance metrics. A critical limitation of ...

Abstract: In the battery management system, State of Charge (SOC) and State of Energy (SOE) are important parameters to guarantee the safe, reliable and efficient operation of lithium-ion batteries, ...