MODELING BATTERY LIVE CYCLE DATA WITH TEMPORAL SERIES:A NETWORK THEORY APPROACH
Roberto Coelho da Costa, Hernane Borges de Barros Pereira, Thiago Barros Murari, Marcelo Albano Moret · 2020
This paper presents an application of conceptual map and network theory in a link with the lead-acid battery live cycle model applied in automobiles.The key objective is to understand the relationship between battery and vehicle interfaces to generate battery data, allowing a statistical understanding of battery live cycle versus a benchmark network generated by same theme abstracts.The firsts step was to create a conceptual map from vehicle battery system, including vehicle data collection and proposed statistical studies.The second phase was focused in generate the network and its statistical studies based on the raw data from conceptual map.A small word graphs were obtained together with 75% of concept match between top nodes concept from actual and abstracts graphs.