Improving supply chain sustainability using artificial intelligence: Evidence from the manufacturing sector

Book chapter


Balasubramanian, S., Shukla, V. and Kavanancheeri, L. 2023. Improving supply chain sustainability using artificial intelligence: Evidence from the manufacturing sector. in: Vimal, K., Rajak, S., Kumar, V., Mor, R. and Assayed, A. (ed.) Industry 4.0 Technologies: Sustainable Manufacturing Supply Chains Singapore Springer. pp. 43-59
Chapter titleImproving supply chain sustainability using artificial intelligence: Evidence from the manufacturing sector
AuthorsBalasubramanian, S., Shukla, V. and Kavanancheeri, L.
Abstract

Businesses and governments worldwide are implementing measures to tackle the significant sustainability challenges in the manufacturing sector, including environmental, health and safety and productivity related. As the sector moves towards Industry 4.0, Artificial Intelligence (AI) is viewed as a promising solution to address these challenges. However, current knowledge on these technologies and their interplay with the triple bottom line (TBL) sustainability dimensions is scattered and unclear. This study seeks to bridge this gap by creating a comprehensive AI implementation framework consisting of application, data and computation layers. The AI applications are categorized into virtualization, forecasting, automation, and intelligent environment, while the computation layer comprises machine learning, deep learning, computer vision and natural language processing. These in turn use multimedia, time-series manufacturing, product parameter, sensor and location-based data inputs. Moreover, the framework assesses the impact of AI technologies on enhancing TBL sustainability, covering environmental, social, and economic aspects. This novel and comprehensive framework, which is not seen in the previous literature, can support the development of policy interventions and support systems to promote AI adoption in the manufacturing sector, while also achieving TBL sustainability goals.

KeywordsIndustry 4.0; Artificial intelligence; Triple bottom line (TBL) sustainability; framework; manufacturing sector; supply chain
Sustainable Development Goals9 Industry, innovation and infrastructure
Middlesex University ThemeSustainability
Page range43-59
Book title Industry 4.0 Technologies: Sustainable Manufacturing Supply Chains
EditorsVimal, K., Rajak, S., Kumar, V., Mor, R. and Assayed, A.
PublisherSpringer
Place of publicationSingapore
SeriesEnvironmental Footprints and Eco-design of Products and Processes
ISBN
Hardcover9789819948932
Electronic9789819948949
Paperback9789819948963
ISSN2345-7651
Electronic2345-766X
Publication dates
Online14 Sep 2023
Publication process dates
Accepted14 Sep 2023
Deposited11 Oct 2023
Output statusPublished
Digital Object Identifier (DOI)https://doi.org/10.1007/978-981-99-4894-9_4
LanguageEnglish
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