Trilemma of life cycle carbon, employment, and costs of trucking industry's shift toward automation and electrification

IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Journal of Industrial Ecology Pub Date : 2024-06-21 DOI:10.1111/jiec.13516
Jafar Mandouri, Nuri C. Onat, Murat Kucukvar, Burak Sen
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Abstract

The transportation sector is undergoing a transformative shift, driven by advancements like autonomous and electric vehicle technologies. In this research, we investigate employment, carbon emissions, and total cost of ownership of autonomy and electrification in the US trucking industry. We utilize life cycle assessment and multi-regional input-output modeling to develop a comprehensive life cycle sustainability assessment approach. According to the results, while enhanced fuel economy due to autonomous systems can lead up to a 18% and 41% reduction in emissions and costs, electrification of diesel trucks shows remarkable potential, achieving up to a 40% decline in emissions and a 12% saving in life cycle costs. Autonomy and electrification combined could lead to a 50% decrease in emissions and 46% savings in life cycle costs. On the other hand, autonomy, while enhancing fuel efficiency and reducing costs, causes job losses due to improved efficiency and the elimination of driver positions. Introducing autonomy to diesel trucks results in a 27% decrease in jobs within the US trucking sector, attributed to improved fuel efficiency and subsequent job losses. Transition to autonomy and electrification requires a deliberate balance between environmental, social, and economic aspects. Managerial strategies should consider the use of the proposed composite indicators when setting emission reduction, cost cutting, and managing employment implications. Flexible re-skilling and training programs should be developed to adapt to the changing skill requirements due to electrification and automation.

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卡车运输业向自动化和电气化转变的生命周期碳、就业和成本三难问题
在自动驾驶和电动汽车技术等进步的推动下,运输行业正在经历一场变革。在这项研究中,我们调查了美国卡车运输业的就业、碳排放以及自动驾驶和电气化的总拥有成本。我们利用生命周期评估和多地区投入产出模型,开发了一种全面的生命周期可持续性评估方法。结果显示,自主系统带来的燃油经济性提升可使排放量和成本分别减少 18% 和 41%,而柴油卡车电气化则显示出巨大潜力,可使排放量减少 40%,生命周期成本节约 12%。自主化和电气化相结合,可使排放量减少 50%,生命周期成本节约 46%。另一方面,自动驾驶在提高燃油效率和降低成本的同时,也会因提高效率和取消驾驶员职位而导致工作岗位的减少。在柴油卡车中引入自动驾驶技术后,美国卡车运输业的工作岗位减少了 27%,原因是提高了燃油效率并随之减少了工作岗位。向自动驾驶和电气化过渡需要在环境、社会和经济方面进行深思熟虑的平衡。在制定减排、降低成本和管理就业影响时,管理策略应考虑使用建议的综合指标。应制定灵活的再技能培训计划,以适应电气化和自动化带来的不断变化的技能要求。
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来源期刊
Journal of Industrial Ecology
Journal of Industrial Ecology 环境科学-环境科学
CiteScore
11.60
自引率
8.50%
发文量
117
审稿时长
12-24 weeks
期刊介绍: The Journal of Industrial Ecology addresses a series of related topics: material and energy flows studies (''industrial metabolism'') technological change dematerialization and decarbonization life cycle planning, design and assessment design for the environment extended producer responsibility (''product stewardship'') eco-industrial parks (''industrial symbiosis'') product-oriented environmental policy eco-efficiency Journal of Industrial Ecology is open to and encourages submissions that are interdisciplinary in approach. In addition to more formal academic papers, the journal seeks to provide a forum for continuing exchange of information and opinions through contributions from scholars, environmental managers, policymakers, advocates and others involved in environmental science, management and policy.
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