{"title":"人工智能辅助纳米发电机应用","authors":"Shumao Xu, Farid Manshaii, Xiao Xiao, Jun Chen","doi":"10.1039/d4ta07127a","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"20 1","pages":""},"PeriodicalIF":12.7000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial Intelligence Assisted Nanogenerator Applications\",\"authors\":\"Shumao Xu, Farid Manshaii, Xiao Xiao, Jun Chen\",\"doi\":\"10.1039/d4ta07127a\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":10,\"journal\":{\"name\":\"ACS Central Science\",\"volume\":\"20 1\",\"pages\":\"\"},\"PeriodicalIF\":12.7000,\"publicationDate\":\"2024-11-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Central Science\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://doi.org/10.1039/d4ta07127a\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Central Science","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1039/d4ta07127a","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
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.
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.
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