从工业5.0到林业5.0:通过以人为中心的人工智能弥合差距
Andreas Holzinger1, Janine Schweier2, Christoph Gollob1
1University of Natural Resources and Life Sciences Vienna, Vienna, Austria.
概括
过渡到林业5.0利用人工智能 (AI) 来增强林业运营. 以人为中心的人工智能对于整合工人,确保安全和平衡生产力与保护至关重要.
科学领域:
- 林业科学 林业科学
- 人工智能的人工智能
- 工业技术 工业技术 工业技术 工业技术
背景情况:
- 工业5.0通过人工智能彻底改变了工业流程,提高了生产力和可持续性.
- 林业部门可以从人工智能应用中受益,例如预测分析和自动化,以实现更智能的操作.
研究的目的:
- 概述从工业5.0到林业5.0.0的演变情况.
- 确定能够实现这一转型的关键人工智能技术.
- 揭示挑战,并为人工智能在林业采用提供一个框架.
主要方法:
- 审查工业5.0原则及其对林业的应用.
- 对启用人工智能技术的分析.
- 识别特定行业的挑战和提出的解决方案.
主要成果:
- 林业5.0旨在将人类与人工智能整合起来,而不是取代它们,解决独特的部门挑战.
- 以人为中心的AI促进安全,安全和值得信赖的人类-AI互动.
- 提出了一个框架,以指导在林业中采用人工智能.
结论:
- 以人为中心的人工智能对于成功的林业5.0过渡至关重要,支持工人.
- 多学科的方法对于平衡生产力,保护和工人福祉至关重要.
- 重点是可持续的,技术先进的林业,提高了安全和满意度.
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