第四次工业革命技术在能源领域应用的比较分析:以南非、德国和中国为例

IF 0.6 4区 工程技术 Q4 ENERGY & FUELS Journal of Energy in Southern Africa Pub Date : 2022-06-17 DOI:10.17159/2413-3051/2022/v33i2a9200
N. Bhagwan, M. Evans
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引用次数: 1

摘要

第四次工业革命(4IR)技术提升了能源领域改善和提高效率的能力和可能性。本文探讨了南非、德国和中国的能源公司如何应用第四次工业革命技术。这些国家共有26家能源公司接受了调查。使用Cronbach Alpha、Kruskal-Wallis和Mann-Whitney检验进行分析。调查结果显示,85%的公司承认自己参与了第四次工业革命,并且清楚哪些第四次工业革命技术是重要的,尽管很少有公司自己开发这些技术。能够访问大实时数据(BRTD)和BRTD分析软件的技术在测量的重要性、效率、可靠性和集成整个能源系统的能力方面最受重视。使用物联网传输数据被列为第四次工业革命技术,而人工智能、机器人和人机集成(也称为人机交互)被认为不那么重要、高效和可靠。中国比南非和德国更重视第四次工业革命技术。为了使南非在全球能源领域具有竞争力,它需要更大程度地参与并接受第四次工业革命技术。
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A comparative analysis of the application of Fourth Industrial Revolution technologies in the energy sector: A case study of South Africa, Germany and China
Fourth Industrial Revolution (4IR) technologies have elevated the capabilities and possibilities of improvement and efficiency in the energy sector. This paper interrogates how energy companies in South Africa, Germany and China apply 4IR technologies. A total of 26 energy companies in those countries were surveyed. An analysis was carried out using the Cronbach Alpha, Kruskal-Wallis and Mann-Whitney tests. Survey results indicate that 85% of companies acknowledge good levels of participation in the 4IR, and were clear about which 4IR technologies are important, although few companies develop these themselves. Technologies enabling access to big, real-time data (BRTD) and BRTD analysis software, are valued the most in measured importance, efficiency, reliability and ability to be integrated across the energy system. The transfer of data using the Internet of things ranked highly as a 4IR technology, whereas artificial intelligence, robotics and machine-human integration (also referred to as machine-human interaction) are considered less important, efficient, and reliable. China rates 4IR technologies as more important than South Africa and Germany do. For South Africa to be competitive in the global energy sector it needs to engage with and embrace 4IR technologies to a greater extent.
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来源期刊
CiteScore
3.00
自引率
0.00%
发文量
16
审稿时长
6 months
期刊介绍: The journal has a regional focus on southern Africa. Manuscripts that are accepted for consideration to publish in the journal must address energy issues in southern Africa or have a clear component relevant to southern Africa, including research that was set-up or designed in the region. The southern African region is considered to be constituted by the following fifteen (15) countries: Angola, Botswana, Democratic Republic of Congo, Lesotho, Malawi, Madagascar, Mauritius, Mozambique, Namibia, Seychelles, South Africa, Swaziland, Tanzania, Zambia and Zimbabwe. Within this broad field of energy research, topics of particular interest include energy efficiency, modelling, renewable energy, poverty, sustainable development, climate change mitigation, energy security, energy policy, energy governance, markets, technology and innovation.
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