1. Optimizing scope 3 emissions in the automotive manufacturing industry: a multidisciplinary approach.
- Author
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Wang, Yan, Hao, Yu, Hou, Yilin, Quan, Quan, and Li, Yuanzhe
- Subjects
AUTOMOBILE industry ,MANUFACTURING industries ,SUPPLY chain management ,CLIMATE change ,ECOLOGICAL impact - Abstract
The acceleration of global climate change poses enormous challenges to the automotive manufacturing industry, a key sector in reducing greenhouse gas (GHG) emissions. Particularly, Scope 3 emissions, encompassing indirect emissions, often constitute the largest carbon footprint component in this sector, yet their quantification and management remain challenging. This paper proposes an interdisciplinary approach that integrates cloud computing, text analysis, and machine learning, and systematically details its implementation, key benefits, and potential applications. Through this methodology, the paper seeks to provide the automotive industry with innovative and actionable insights to tackle the complexities of Scope 3 emissions. It focuses on enhancing the accuracy of emission quantification and optimizing supply chains, aiming to reduce the overall carbon footprint. Moreover, this paper outlines the future challenges and directions for these technologies and methodologies in sustainable development and environmental management. This work underlines the critical role of interdisciplinary approaches in resolving environmental challenges, setting the stage for the automotive industry to forge paths towards a greener future. Highlights: • The article explores the challenges of managing Scope 3 emissions, emphasizing the importance of strengthened quantitative analysis and strategic oversight. • The research promotes interdisciplinary integration, combining cloud computing, text analysis, and machine learning to establish a comprehensive framework for emission data management and reduction. • The development of a specialized SaaS platform is proposed to refine data collection practices, enhance stakeholder interaction, and streamline emission management workflow. • The adoption of text analysis in supply chain management optimization is advocated to improve operational efficiency and support decision-making processes. • The discussion covers technological, policy, and market developments potentially affecting Scope 3 emissions management strategies, offering a long-term orientation for future research and industry practices. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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