{"title":"通过可转让学习加速太阳能海水淡化的部署","authors":"Ruoqing Wang, Wei He","doi":"10.1038/s43246-024-00646-6","DOIUrl":null,"url":null,"abstract":"Solar desalination offers a promising solution to the global water shortage, yet it is underutilized compared to traditional fossil fuel-driven methods. Past solar desalination research prioritized efficiency enhancement and cost reduction, overlooking critical knowledge gaps and specific needs for facilitating the technology’s adoption. Here we apply lessons from the successful development of photovoltaics and lithium-ion batteries to enhance the solar desalination impact’s on water scarcity. We analyze four decades of research, noting consistent cost decreases in key solar desalination technologies, alongside variable efficiency trends. Investigating cost reduction strategies in photovoltaics and batteries reveals opportunities to accelerate solar desalination uptake. Our findings reveal cost-saving potential through economies-of-scale and learning-by-doing particularly in system-level innovations, which could yield benefits already seen in the photovoltaics, batteries and some membrane materials but not yet in solar desalination systems. We also propose adopting standardized metrics to monitor consistent progress across different technologies but distinct learning curves tailored to application scenarios, promoting targeted advancements for widespread adoption. One of the key barriers to the implementation of solar-powered desalination facilities is their cost. Here, by studying the roll-out of photovoltaic and lithium-ion batteries, lessons are learned that could speed-up solar desalination deployment, such as economies-of-scale and learning-by-doing.","PeriodicalId":10589,"journal":{"name":"Communications Materials","volume":" ","pages":"1-14"},"PeriodicalIF":7.5000,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s43246-024-00646-6.pdf","citationCount":"0","resultStr":"{\"title\":\"Accelerating solar-powered desalination deployment through transferable learning\",\"authors\":\"Ruoqing Wang, Wei He\",\"doi\":\"10.1038/s43246-024-00646-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Solar desalination offers a promising solution to the global water shortage, yet it is underutilized compared to traditional fossil fuel-driven methods. Past solar desalination research prioritized efficiency enhancement and cost reduction, overlooking critical knowledge gaps and specific needs for facilitating the technology’s adoption. Here we apply lessons from the successful development of photovoltaics and lithium-ion batteries to enhance the solar desalination impact’s on water scarcity. We analyze four decades of research, noting consistent cost decreases in key solar desalination technologies, alongside variable efficiency trends. Investigating cost reduction strategies in photovoltaics and batteries reveals opportunities to accelerate solar desalination uptake. Our findings reveal cost-saving potential through economies-of-scale and learning-by-doing particularly in system-level innovations, which could yield benefits already seen in the photovoltaics, batteries and some membrane materials but not yet in solar desalination systems. We also propose adopting standardized metrics to monitor consistent progress across different technologies but distinct learning curves tailored to application scenarios, promoting targeted advancements for widespread adoption. One of the key barriers to the implementation of solar-powered desalination facilities is their cost. Here, by studying the roll-out of photovoltaic and lithium-ion batteries, lessons are learned that could speed-up solar desalination deployment, such as economies-of-scale and learning-by-doing.\",\"PeriodicalId\":10589,\"journal\":{\"name\":\"Communications Materials\",\"volume\":\" \",\"pages\":\"1-14\"},\"PeriodicalIF\":7.5000,\"publicationDate\":\"2024-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.nature.com/articles/s43246-024-00646-6.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Communications Materials\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.nature.com/articles/s43246-024-00646-6\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications Materials","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s43246-024-00646-6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
Accelerating solar-powered desalination deployment through transferable learning
Solar desalination offers a promising solution to the global water shortage, yet it is underutilized compared to traditional fossil fuel-driven methods. Past solar desalination research prioritized efficiency enhancement and cost reduction, overlooking critical knowledge gaps and specific needs for facilitating the technology’s adoption. Here we apply lessons from the successful development of photovoltaics and lithium-ion batteries to enhance the solar desalination impact’s on water scarcity. We analyze four decades of research, noting consistent cost decreases in key solar desalination technologies, alongside variable efficiency trends. Investigating cost reduction strategies in photovoltaics and batteries reveals opportunities to accelerate solar desalination uptake. Our findings reveal cost-saving potential through economies-of-scale and learning-by-doing particularly in system-level innovations, which could yield benefits already seen in the photovoltaics, batteries and some membrane materials but not yet in solar desalination systems. We also propose adopting standardized metrics to monitor consistent progress across different technologies but distinct learning curves tailored to application scenarios, promoting targeted advancements for widespread adoption. One of the key barriers to the implementation of solar-powered desalination facilities is their cost. Here, by studying the roll-out of photovoltaic and lithium-ion batteries, lessons are learned that could speed-up solar desalination deployment, such as economies-of-scale and learning-by-doing.
期刊介绍:
Communications Materials, a selective open access journal within Nature Portfolio, is dedicated to publishing top-tier research, reviews, and commentary across all facets of materials science. The journal showcases significant advancements in specialized research areas, encompassing both fundamental and applied studies. Serving as an open access option for materials sciences, Communications Materials applies less stringent criteria for impact and significance compared to Nature-branded journals, including Nature Communications.