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- W2943332637 abstract "Abstract The state‐of‐the‐art triboelectric nanogenerators (TENGs) are constructed with synthetic polymers, curtailing their application prospects and relevance in sustainable technologies. The economically viable transformation and engineering of naturally abundant materials into efficient TENGs for mechanical energy harvesting is meaningful not only for fundamental scientific exploration, but also for addressing societal needs. Being an abundant natural biopolymer, chitosan enables exciting opportunity for low‐cost, biodegradable TENG applications. However, the electrical outputs of chitosan‐based TENGs are low compared with the devices built with synthetic polymers. Here, we explore the facile molecular surface engineering in chitosan to significantly boost the performance of chitosan‐based TENG for enabling the practical applications, for example, self‐powered car speed sensor. The molecular surface engineering offers a potentially promising scheme for designing and implementing high‐performance biopolymer‐based TENGs for self‐powered nanosystems in sustainable technologies. We further explore for the first time the feasibility of data mining approaches to analyze and learn the acquired triboelectric signals from the car speed sensors and predict the relationship between the triboelectric signals and car speed values." @default.
- W2943332637 created "2019-05-09" @default.
- W2943332637 creator A5009914258 @default.
- W2943332637 creator A5021141458 @default.
- W2943332637 creator A5026647970 @default.
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- W2943332637 creator A5072461973 @default.
- W2943332637 creator A5074070914 @default.
- W2943332637 creator A5088381172 @default.
- W2943332637 date "2019-03-01" @default.
- W2943332637 modified "2023-10-16" @default.
- W2943332637 title "Chitosan biopolymer‐derived self‐powered triboelectric sensor with optimized performance through molecular surface engineering and data‐driven learning" @default.
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