The Application of Artificial Intelligence in the Effective Battery Life Cycle in the Closed Circular Economy Model-A Perspective
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- @Article{pregowska:2022:Recycling,
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author = "Agnieszka Pregowska and Magdalena Osial and
Weronika Urbanska",
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title = "The Application of Artificial Intelligence in the
Effective Battery Life Cycle in the Closed Circular
Economy {Model-A} Perspective",
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journal = "Recycling",
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year = "2022",
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volume = "7",
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number = "6",
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pages = "Article No. 81",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "2313-4321",
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URL = "https://www.mdpi.com/2313-4321/7/6/81",
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DOI = "doi:10.3390/recycling7060081",
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abstract = "Global pollution of the environment is one of the most
challenging environmental problems. Electronic-based
population and anthropogenic activity are the main
reasons for dramatically increasing the scale of waste
generation, particularly battery waste. Improper
battery waste disposal causes harmful environmental
effects. Due to the release of heavy metals, battery
waste affects ecosystems and health. We are faced with
the challenge of effective battery waste management,
especially recycling, to prevent the depletion of
natural resources and maintain ecological balance.
Artificial Intelligence (AI) is practically present in
all areas of our lives. It enables the reduction of the
costs associated with various types of research,
increases automation, and accelerates productivity.
This paper reviews the representative research progress
of effective Artificial Intelligence-based battery
waste management in the context of sustainable
development, in particular, the analysis of current
trends, algorithm accuracy, and data availability.
Finally, the future lines of research and development
directions of human-oriented Artificial Intelligence
applications both in the battery production process and
in battery waste management are discussed.",
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notes = "also known as \cite{recycling7060081}",
- }
Genetic Programming entries for
Agnieszka Pregowska
Magdalena Osial
Weronika Urbanska
Citations