制造企业采用人工智能软件的情况

Klemen Kovic, P. Tominc, Jasna Prester, I. Palčič
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引用次数: 0

摘要

本研究调查了斯洛文尼亚、斯洛伐克和克罗地亚的制造企业在六个生产领域采用人工智能(AI)软件的情况。本研究填补了有关人工智能软件实施与公司规模、技术密集程度和供应链角色关系的文献空白,并探讨了工业 4.0(I4.0)的准备程度是否会影响人工智能的采用。对 2022 年欧洲制造业调查的数据进行了分析,结果显示,人工智能的使用率仍然相对较低。平均只有 18.4% 的公司在至少一个生产领域使用人工智能软件。逻辑回归分析表明,无论是公司规模还是在供应链中的角色或技术密集度,在统计学上都与人工智能的使用没有显著关系。不过,I4.0 准备程度与人工智能的采用之间存在明显的正相关关系,表明拥有先进数字基础设施和集成网络物理系统的公司更有可能采用人工智能。这一发现强调了数字化转型对整合人工智能软件的重要性。研究得出结论,虽然公司规模和公司在供应链中的角色等公司特征与人工智能的使用在统计上没有显著关系,但数字化准备程度至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence Software Adoption in Manufacturing Companies
This study investigates the adoption of artificial intelligence (AI) software in manufacturing companies in Slovenia, Slovakia and Croatia, and across six production areas. This research ad-dresses a gap in the literature regarding AI software implementation in relation to company size, technology intensity and supply chain role, and examines whether Industry 4.0 (I4.0) readiness influences AI adoption. Data from the European Manufacturing Survey 2022 were analyzed, and showed that the use of AI is still relatively low. On average only 18.4% of companies use AI software in at least one production area. Logistic regression analysis revealed that neither company size nor role in the supply chain or technology intensity are statistically significantly related to AI usage. However, a significant positive relationship was found between I4.0 readiness and AI adoption, suggesting that companies with advanced digital infrastructures and integrated cyber-physical systems are more likely to adopt AI. This finding underlines the importance of digital transformation for the integration of AI software. The study concludes that while company characteristics such as size and the role of the company in the supply chain are not statistically significantly related to the use of AI, the level of digital readiness is crucial.
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