GitHub

Multi-Factorial Evolutionary Algorithm With Online Transfer Parameter Estimation (MFEA-II) in Python

This repository implement MFEA-II MFEA-II Official Matlab Version. Tested on MTSOO benchmark. This repo could be used as a template or starter code for conducting multitasking optimization on other ...
IEEE

Comparative Analysis of State of Charge Estimation Methods for Li-Ion Batteries Using Kalman Filter Variants and Machine Learning Techniques for Electric Vehicle Applications

Abstract: State of Charge (SoC) measurement accuracy stands as a fundamental requirement to boost both safety and power performance together with energy efficiency in Battery Management Systems (BMS) ...
IEEE

Federated Learning with a Temporal-Degradation-Aware Transformer for Robust Joint SOC and SOH Estimation in Electric Vehicle Batteries

Abstract: Accurate estimation of State-of-Charge (SOC) and State-of-Health (SOH) is critical for the safe and reliable operation of Electric Vehicle (EV) batteries. However, centralized approaches ...
GitHub

nyc-open-data

Identified data types for each distinct column value on 1900 data sets. For each column, summarized semantic types present in the column, using Fuzzy Logic, Levenshtein distance. Identified & derived ...