IEEE

Joint Estimation of SOC and SOE for Energy Storage Lithium-ion Batteries Based on KNN Algorithm

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, ...
Hackaday

Optimizing Software With Zero-Copy And Other Techniques

An important aspect in software engineering is the ability to distinguish between premature, unnecessary, and necessary ...

Markov Chains : The Strange Math That Predicts Almost Anything

Discover how Markov chains predict real systems, from Ulam and von Neumann’s Monte Carlo to PageRank, so you can grasp ...
IEEE

Non-Intrusive Load Monitoring Modeling and Analysis Based on Optimized K-Nearest Neighbor Algorithm

Abstract: Aiming at the problem that the recognition rate of the K-Nearest Neighbor (KNN) algorithm is not high in the face of similar power fingerprints in non-intrusive load recognition, an improved ...