人工智能作为解决发展中国家可持续能源挑战的解决方案

IF 4.4 2区 工程技术 Q2 ENERGY & FUELS
The Cuong Nguyen
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引用次数: 0

摘要

人工智能(AI)通过加强电力需求预测和优化电网以减少能源损失,为推动发展中国家的可持续能源发展带来了巨大希望。然而,在自然灾害或网络攻击等中断期间,数据不准确等挑战需要谨慎实施。采用人工智能的高成本,加上对强大的数字基础设施和熟练劳动力的需求,构成了障碍,因为许多国家在培训和标准化方面遇到了困难。详细的消费跟踪带来的隐私问题可能会引发公众的抵制,需要透明的系统来建立信任。对外国人工智能技术的依赖引发了能源安全问题,强调了国内创新的重要性。成功的人工智能部署需要政府、行业和研究部门之间的协调努力,以建立明确的政策,解决冲突并确保可持续性。这些因素对于利用人工智能实现高效、公平的能源解决方案至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI as a solution for tackling the sustainable energy challenge in developing countries
Artificial Intelligence (AI) holds significant promise for advancing sustainable energy in developing countries by enhancing electricity demand forecasting and optimizing power grids to reduce energy losses. However, challenges such as inaccurate data during disruptions like natural disasters or cyberattacks necessitate cautious implementation. High costs of AI adoption, coupled with the need for robust digital infrastructure and skilled workforces, pose barriers, as many nations struggle with training and standardization. Privacy issues from detailed consumption tracking can spark public resistance, requiring transparent systems to build trust. Dependence on foreign AI technologies raises energy security concerns, emphasizing the importance of domestic innovation. Successful AI deployment demands coordinated efforts among government, industry, and research to establish clear policies that address conflicts and ensure sustainability. These factors are critical for harnessing AI to achieve efficient and equitable energy solutions.
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来源期刊
Energy for Sustainable Development
Energy for Sustainable Development ENERGY & FUELS-ENERGY & FUELS
CiteScore
8.10
自引率
9.10%
发文量
187
审稿时长
6-12 weeks
期刊介绍: Published on behalf of the International Energy Initiative, Energy for Sustainable Development is the journal for decision makers, managers, consultants, policy makers, planners and researchers in both government and non-government organizations. It publishes original research and reviews about energy in developing countries, sustainable development, energy resources, technologies, policies and interactions.
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