{"title":"贝叶斯辅助下羧化纤维素纳米晶的机械化学合成及其在皮克林乳液中的应用。","authors":"Xinyu Lin, Weike Su, Qihong Zhang","doi":"10.1016/j.carbpol.2025.124183","DOIUrl":null,"url":null,"abstract":"<p><p>The preparation of carboxylated cellulose nanocrystals (CNCs) by ammonium persulfate (APS) oxidation is a relatively common method, but the low reaction efficiency limits its application. In this study, carboxylated CNCs (CNCs-COOH) were efficiently synthesized by mechanochemistry and assisted by the Bayesian Optimization Algorithm (BOA). Under the optimal conditions: reaction temperature of 60 °C, oscillation frequency of 30 Hz, reaction time of 25 min, ball-to-material ratio of 31.8, liquid addition amount of 2 μL/mg, and APS concentration of 0.5 M, the maximum CNCs-COOH yield of 90.45 % was achieved. CNCs-COOH had crystallinity of 78.26 % and particle size of 196.15 ± 18.23 nm, which has better physicochemical property than the carboxylated CNCs (AOCNC) prepared by the conventional solution method. Furthermore, CNCs-COOH was used as suspension stabilizer for the preparation of oil-in-water vitamin A acetate Pickering emulsion, which showed excellent physical and thermal stability. Therefore, mechanochemical APS oxidation is a green and economical alternative to prepare CNCs-COOH, which has prospect in application as suspension stabilizer.</p>","PeriodicalId":261,"journal":{"name":"Carbohydrate Polymers","volume":"368 Pt 2","pages":"124183"},"PeriodicalIF":12.5000,"publicationDate":"2025-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Bayesian-assisted mechanochemical synthesis of carboxylated cellulose nanocrystals and its application in Pickering emulsion.\",\"authors\":\"Xinyu Lin, Weike Su, Qihong Zhang\",\"doi\":\"10.1016/j.carbpol.2025.124183\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The preparation of carboxylated cellulose nanocrystals (CNCs) by ammonium persulfate (APS) oxidation is a relatively common method, but the low reaction efficiency limits its application. In this study, carboxylated CNCs (CNCs-COOH) were efficiently synthesized by mechanochemistry and assisted by the Bayesian Optimization Algorithm (BOA). Under the optimal conditions: reaction temperature of 60 °C, oscillation frequency of 30 Hz, reaction time of 25 min, ball-to-material ratio of 31.8, liquid addition amount of 2 μL/mg, and APS concentration of 0.5 M, the maximum CNCs-COOH yield of 90.45 % was achieved. CNCs-COOH had crystallinity of 78.26 % and particle size of 196.15 ± 18.23 nm, which has better physicochemical property than the carboxylated CNCs (AOCNC) prepared by the conventional solution method. Furthermore, CNCs-COOH was used as suspension stabilizer for the preparation of oil-in-water vitamin A acetate Pickering emulsion, which showed excellent physical and thermal stability. Therefore, mechanochemical APS oxidation is a green and economical alternative to prepare CNCs-COOH, which has prospect in application as suspension stabilizer.</p>\",\"PeriodicalId\":261,\"journal\":{\"name\":\"Carbohydrate Polymers\",\"volume\":\"368 Pt 2\",\"pages\":\"124183\"},\"PeriodicalIF\":12.5000,\"publicationDate\":\"2025-11-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Carbohydrate Polymers\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://doi.org/10.1016/j.carbpol.2025.124183\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/6 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Carbohydrate Polymers","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1016/j.carbpol.2025.124183","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/6 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
Bayesian-assisted mechanochemical synthesis of carboxylated cellulose nanocrystals and its application in Pickering emulsion.
The preparation of carboxylated cellulose nanocrystals (CNCs) by ammonium persulfate (APS) oxidation is a relatively common method, but the low reaction efficiency limits its application. In this study, carboxylated CNCs (CNCs-COOH) were efficiently synthesized by mechanochemistry and assisted by the Bayesian Optimization Algorithm (BOA). Under the optimal conditions: reaction temperature of 60 °C, oscillation frequency of 30 Hz, reaction time of 25 min, ball-to-material ratio of 31.8, liquid addition amount of 2 μL/mg, and APS concentration of 0.5 M, the maximum CNCs-COOH yield of 90.45 % was achieved. CNCs-COOH had crystallinity of 78.26 % and particle size of 196.15 ± 18.23 nm, which has better physicochemical property than the carboxylated CNCs (AOCNC) prepared by the conventional solution method. Furthermore, CNCs-COOH was used as suspension stabilizer for the preparation of oil-in-water vitamin A acetate Pickering emulsion, which showed excellent physical and thermal stability. Therefore, mechanochemical APS oxidation is a green and economical alternative to prepare CNCs-COOH, which has prospect in application as suspension stabilizer.
期刊介绍:
Carbohydrate Polymers stands as a prominent journal in the glycoscience field, dedicated to exploring and harnessing the potential of polysaccharides with applications spanning bioenergy, bioplastics, biomaterials, biorefining, chemistry, drug delivery, food, health, nanotechnology, packaging, paper, pharmaceuticals, medicine, oil recovery, textiles, tissue engineering, wood, and various aspects of glycoscience.
The journal emphasizes the central role of well-characterized carbohydrate polymers, highlighting their significance as the primary focus rather than a peripheral topic. Each paper must prominently feature at least one named carbohydrate polymer, evident in both citation and title, with a commitment to innovative research that advances scientific knowledge.