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FORECAST OF VEHICLE PRODUCTION IN BRAZIL USING ZHANG'S HYBRID MODEL

Júnior ANS

Arundo Nunes da Silva Júnior


Keywords

Vehicle production
Forecast
Zhang model
Wavelets
ARIMA
LSTM

Abstract

This study presents the application of Zhang's hybrid model to predict vehicle production in Brazil. The model combines wavelets, ARIMA, and LSTM neural network techniques to provide more accurate and robust predictions. The results demonstrate the effectiveness of the proposed model, highlighting its application in planning and decision-making in the automotive sector.

 

DOI:https://doi.org/10.56238/sevened2024.037-045


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This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Copyright (c) 2024 Arundo Nunes da Silva Júnior