人工智能辅助纳米发电机应用

IF 12.7 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

ACS Central Science Pub Date : 2024-11-14 DOI:10.1039/d4ta07127a

Shumao Xu, Farid Manshaii, Xiao Xiao, Jun Chen

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引用次数: 0

摘要

压电和三电纳米发电机在将环境机械能转化为电能方面处于领先地位。通过与人工智能（AI）的集成，它们在功能性和自主性方面实现了重大飞跃。这种集成不仅通过提高机械能到电能的转换效率，提升了纳米发电机的自主运行性能，还为机器人和智能系统开辟了新的道路。它提高了这些设备的响应速度和适应能力。展望未来，纳米发电机与人工智能的结合将在促进可持续和生态友好型能源解决方案方面发挥至关重要的作用。它们对提高智能系统能力和促进环境可持续性的双重贡献，标志着纳米发电机在机器人技术中的应用取得了重大进展。这篇综述强调了人工智能在改进纳米发电机中的重要作用，突出了实现能源自主性和可持续性的途径。

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Artificial Intelligence Assisted Nanogenerator Applications

Piezoelectric and triboelectric nanogenerators are at the forefront of converting ambient mechanical energy into electricity. They have experienced a significant leap in functionality and autonomy through integration with artificial intelligence (AI). This integration not only boosts nanogenerator performance for autonomous operations by improving mechanical-to-electrical energy conversion efficiency but also forges new pathways in robotics and intelligent systems. It enhances the responsiveness and adaptability of these devices. Looking ahead, combining nanogenerators with AI is set to play a crucial role in promoting sustainable and eco-friendly energy solutions. Their dual contribution to advancing the capabilities of intelligent systems and promoting environmental sustainability marks a significant advancement in the use of nanogenerators in robotics. This review underscores the essential role of AI in refining nanogenerators, highlighting a path toward achieving energy autonomy and sustainability.

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来源期刊

ACS Central Science Chemical Engineering-General Chemical Engineering

CiteScore

25.50

自引率

0.50%

发文量

194

审稿时长

10 weeks

期刊介绍： ACS Central Science publishes significant primary reports on research in chemistry and allied fields where chemical approaches are pivotal. As the first fully open-access journal by the American Chemical Society, it covers compelling and important contributions to the broad chemistry and scientific community. "Central science," a term popularized nearly 40 years ago, emphasizes chemistry's central role in connecting physical and life sciences, and fundamental sciences with applied disciplines like medicine and engineering. The journal focuses on exceptional quality articles, addressing advances in fundamental chemistry and interdisciplinary research.