Artificial Intelligence Based Smart Waste Management—A Systematic Review
Sinthiya, Nusrat Jahan; Chowdhury, Tanvir Ahmed; Haque, AKM Bahalul (2022-04-22)
Post-print / Final draft
Sinthiya, Nusrat Jahan
Chowdhury, Tanvir Ahmed
Haque, AKM Bahalul
22.04.2022
Springer, Cham
School of Engineering Science
Kaikki oikeudet pidätetään.
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2022111766020
https://urn.fi/URN:NBN:fi-fe2022111766020
Tiivistelmä
Smart waste management is an approach that utilizes modern technology to manage waste materials in effective, efficient, and economical way. Artificial intelligence offers various approaches which can help to construct smart waste management systems. AI based systems are used to tackle complicated problems, handle uncertainty, and exhibit the efficiency of smart systems. This article aims to conduct systematic literature review on artificial intelligent-based smart waste management systems. In this study, we have identified and analyzed 40 research papers published between the years 2001 to 2021. These papers have proposed various frameworks and smart models for different types of waste management. The main goal of this study is to summarize the findings of selected research papers, provide comprehensive analysis and identify the future research avenues of waste management. This chapter has addressed various waste management domains like municipal solid waste management, smart bin management, domestic waste management, medical waste management, construction and industrial waste management, and so on. Furthermore, categorical representation of most extensively used machine learning and deep learning algorithms along with their contribution have been elaborately discussed as well.
Lähdeviite
Sinthiya, N.J., Chowdhury, T.A., Haque, A.K.M.B. (2022). Artificial Intelligence Based Smart Waste Management—A Systematic Review. In: Lahby, M., Al-Fuqaha, A., Maleh, Y. (eds) Computational Intelligence Techniques for Green Smart Cities. Green Energy and Technology. Springer, Cham. pp. 67-92. DOI: https://doi.org/10.1007/978-3-030-96429-0_3
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