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首页> 外文期刊>Journal of Open Innovation: Technology, Market, and Complexity >Trends, Impacts, and Prospects for Implementing Artificial Intelligence Technologies in the Energy Industry: The Implication of Open Innovation
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Trends, Impacts, and Prospects for Implementing Artificial Intelligence Technologies in the Energy Industry: The Implication of Open Innovation

机译:在能源产业中实施人工智能技术的趋势,影响和前景:开放创新的含义

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This research aims to substantiate the impact of using open innovation (OI) in the energy sector in readiness to implement artificial intelligence (AI) technologies and their effectiveness. The empirical method was proposed to determine the readiness level of OI for the implementation of AI technologies by comparing Russian and French energy companies. Readiness level indicators of companies for AI implementation using the Fibonacci sequence, Student’s t-test, and the method of fuzzy sets were empirically determined. The integrated readiness indicator for AI implementation by companies was calculated using the method of fuzzy sets and expressed through variance, allowing for these significant factors. Russian companies are at a low level of developmental readiness to implement AI, which is in contrast to companies operating in a developed market where the determining factor is the AI technology cost. The example of the innovative business model “Energy-as-a-Service” shows the synergistic effects of OI use and AI technology introduction. This paper is novel because it seeks to contribute to the current debate in the literature, justifying the position that energy companies that have in the past actively applied the concept of open innovation in business, are the most competitive and most efficient in implementing AI technologies.
机译:本研究旨在证实在能源部门中使用开放创新(OI)的影响,以便实施人工智能(AI)技术及其有效性。提出了经验方法,以确定俄国和法国能源公司通过比较俄国能源公司实施AI技术的准备程度。使用斐波纳契序列,学生的T检验公司的准备水平指标,学生的T检验和模糊集的方法是经验确定的。公司综合准备准备指示因公司的实施方式使用模糊集的方法计算,并通过方差表示,允许这些重大因素。俄罗斯公司处于较低的发展愿意,实现AI,与在发达国家中经营的公司相反,确定因素是AI技术成本。创新商业模式“能源 - AS-Service”的示例显示了OI使用和AI技术介绍的协同效应。本文是新颖的,因为它旨在为文献中的目前的辩论做出贡献,证明了过去的能源公司积极应用了业务开放创新的概念,是实现AI技术的最具竞争力和最有效的。

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