Francesco Grillo
Model based and AI range estimation for small EV vehicles.
Rel. Carlo Novara, Claudio Russo. Politecnico di Torino, Corso di laurea magistrale in Mechatronic Engineering (Ingegneria Meccatronica), 2021
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Abstract
The excessive growth of greenhouse gases, among the most dangerous to the Earth and human health itself, has forced the development of green technologies with the aim to solve this issue. Since one of the most negative factors, which has a big impact to the increasing of the pollution is the transports field, both public and private, the carmakers have decided to introduce, in their production lines, electric vehicles (EV), both hybrid (HEV) and fully electric (BEV). Despite the goal is to reduce the greenhouses gases, the introduction of zero emission vehicles is not the solution to the problem, but only a starting point.
Since the battery is one of the two sources of energy in HEV or the unique in BEV, it is necessary to have a good estimation of the state of charge (SOC)
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