Forecasting of secondary lead recovery from motorcycle batteries in Brazil: a contribution to waste management

This study aims to predict the potential for secondary lead recovery from motorcycle batteries in Brazil, since this is considered the second largest category of automobiles in the country. To achieve this objective, a forecasting model based on the ARIMA methodology was applied, with input data tak...

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Veröffentlicht in:Environmental science and pollution research international 2023-10, Vol.30 (48), p.106260-106275
Hauptverfasser: Mamede Bezerra, Maria do Livramento, Mendonça Silva, Maisa, Machado Santos, Simone
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container_issue 48
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creator Mamede Bezerra, Maria do Livramento
Mendonça Silva, Maisa
Machado Santos, Simone
description This study aims to predict the potential for secondary lead recovery from motorcycle batteries in Brazil, since this is considered the second largest category of automobiles in the country. To achieve this objective, a forecasting model based on the ARIMA methodology was applied, with input data taken from Brazilian sectorial platforms. Furthermore, an analysis of the data, of the residuals, autocorrelation tests, as well as Kolmogorov-Smirnov and Dickey-Fuller tests, were performed. The SARIMA model (3,1,0) (2,0,0) 12 presented a better adaptation to the behavior of the series. The results showed that the amount of secondary lead obtained based on the forecast model will be 89,972,842.08 million tons between 2021 and 2030 (14 million tons of lead originated only from motorcycle LABs in 2021). These results show a possible insufficiency of the installed capacity to supply the amount of lead to be processed in the country, not to mention the LABs from other vehicles (light and heavy) and other emerging battery technologies from electric vehicles. In addition, an analysis was conducted on the importance of secondary lead for the economy and the dangers of illegal recycling in Brazil. In general, this study contributes to the understanding of the importance of secondary production of lead in Brazil, an important asset for a country that does not have sufficient primary production for its domestic demand. The findings may assist in several alternatives for the proper planning and management of the collection, disposal and recycling of lead, providing the Brazilian government with directions for the development of new policies related to lead recycling.
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subjects Aquatic Pollution
Atmospheric Protection/Air Quality Control/Air Pollution
Automobiles
Autoregressive models
Brazil
Earth and Environmental Science
Ecotoxicology
Electric Power Supplies
Electric vehicles
Environment
Environmental Chemistry
Environmental Health
Forecasting
Garbage collection
Lead
Lead content
Motorcycles
Primary production
Recycling
Recycling - methods
Research Article
Secondary production
Waste management
Waste Management - methods
Waste Water Technology
Water Management
Water Pollution Control
title Forecasting of secondary lead recovery from motorcycle batteries in Brazil: a contribution to waste management
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