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Review on Application of Sustainability, Circular and Digital Economy on Bioplastics Production

Author

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  • Maphuti Pinkie Senosha

    (University of Johannesburg)

  • Anthony Njuguna Matheri

    (University of Johannesburg)

  • Belaid Mohamed

    (University of Johannesburg)

Abstract

Digitalization is creating and driving a sustainable data driven production and consumption of materials and energy. The goal of this research was to outline circular economy and employ machine learning algorithms in the industry 4.0-environmental social and governance (ESG) for the bioplastic properties. The paper review sustainability, circular and digital economy and potential of biomasses on bioplastics production, tensile strength and degradation. Sustainability and circular economy are very crucial to adaptation and mitigation of climate change and social-economic responsibilities of the environmental and human health. It was found that most studies covered sustainability, few embed circular and digital economy. It was important to investigate the end-of life of a product, to know its effect to the environment and human health. There were limited studies on bioplastics production with the digital economy. It was discovered that machine learning approaches have the potential to improve quality control and optimization in industrial processes.

Suggested Citation

  • Maphuti Pinkie Senosha & Anthony Njuguna Matheri & Belaid Mohamed, 2025. "Review on Application of Sustainability, Circular and Digital Economy on Bioplastics Production," Circular Economy and Sustainability, Springer, vol. 5(2), pages 1269-1289, April.
    • Handle: RePEc:spr:circec:v:5:y:2025:i:2:d:10.1007_s43615-024-00453-8
    DOI: 10.1007/s43615-024-00453-8
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    References listed on IDEAS

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    1. Senem Onen Cinar & Zhi Kai Chong & Mehmet Ali Kucuker & Nils Wieczorek & Ugur Cengiz & Kerstin Kuchta, 2020. "Bioplastic Production from Microalgae: A Review," IJERPH, MDPI, vol. 17(11), pages 1-21, May.
    2. Izathul Shafina Sidek & Sarifah Fauziah Syed Draman & Siti Rozaimah Sheikh Abdullah & Nornizar Anuar, 2019. "Current Development On Bioplastics And Its Future Prospects: An Introductory Review," INWASCON Technology Magazine(i-TECH MAG), Zibeline International Publishing, vol. 1, pages 03-08, September.
    3. Jiangang Hao & Tin Kam Ho, 2019. "Machine Learning Made Easy: A Review of Scikit-learn Package in Python Programming Language," Journal of Educational and Behavioral Statistics, , vol. 44(3), pages 348-361, June.
    4. Li, Dong & Huang, Xianbo & Wang, Qingjing & Yuan, Yuexiang & Yan, Zhiying & Li, Zhidong & Huang, Yajun & Liu, Xiaofeng, 2016. "Kinetics of methane production and hydrolysis in anaerobic digestion of corn stover," Energy, Elsevier, vol. 102(C), pages 1-9.
    5. Shakira R. Hobbs & Tyler M. Harris & William J. Barr & Amy E. Landis, 2021. "Life Cycle Assessment of Bioplastics and Food Waste Disposal Methods," Sustainability, MDPI, vol. 13(12), pages 1-14, June.
    6. Alan Murray & Keith Skene & Kathryn Haynes, 2017. "The Circular Economy: An Interdisciplinary Exploration of the Concept and Application in a Global Context," Journal of Business Ethics, Springer, vol. 140(3), pages 369-380, February.
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