Yuyun Yuniati , Jimmy Jimmy , Yoyok Budi Pramono , Mahfud Mahfud
{"title":"超声辅助的绿色脱咖啡因技术:工艺参数优化和动力学建模","authors":"Yuyun Yuniati , Jimmy Jimmy , Yoyok Budi Pramono , Mahfud Mahfud","doi":"10.1016/j.ultsonch.2025.107627","DOIUrl":null,"url":null,"abstract":"<div><div>Caffeine reduction in<!--> <em>Coffea arabica</em> <!-->has become increasingly important due to growing health concerns related to excessive caffeine intake.<!--> <!-->This study investigates ultrasound-assisted extraction (UAE) as a<!--> <!-->green, solvent-free<!--> <!-->method for the selective decaffeination of Gayo Arabica coffee, using water as the extraction medium. The effects of extraction time (2–12 min), feed-to-solvent (F/S) ratio (0.100–0.150 g/mL), and temperature (40–70 °C) were evaluated. Kinetic modeling<!--> <!-->was performed using six models: first-order, second-order, hyperbolic, power law, Elovich, and Weibull. The extraction exhibited<!--> <!-->biphasic behavior, with an initial<!--> <!-->fast-release phase (2–10 min)<!--> <!-->followed by a<!--> <!-->slower diffusion-controlled phase (10–12 min). Among the models tested, the<!--> <!-->power law model<!--> <!-->provided the best fit, with<!--> <!-->R<sup>2</sup> values up to 0.9881<!--> <!-->and<!--> <!-->RMSE as low as 0.0017, demonstrating strong predictive accuracy. Optimal conditions<!--> <!-->were achieved at<!--> <!-->60 °C, 10 min, and an F/S ratio of 0.125 g/mL, yielding<!--> <!-->66–68 % caffeine recovery. Under these conditions, the power law constants ranged from<!--> <!-->B = 0.6247–0.7152<!--> <!-->and<!--> <!-->n = 0.1456–0.1891, indicating enhanced mass transfer due to ultrasonic cavitation.<!--> <!-->Statistical validation<!--> <!-->via ANOVA (R2 = 0.9968) and residual analysis confirmed the model’s robustness. Compared to conventional methods,<!--> <!-->UAE<!--> <!-->showed significant improvements in<!--> <!-->energy efficiency, extraction speed, and preservation of bioactive and sensory properties. This research advances<!--> <!-->sustainable decaffeination technologies<!--> <!-->and offers a<!--> <!-->scalable kinetic framework<!--> <!-->for other plant-based bioactive extractions.</div></div>","PeriodicalId":442,"journal":{"name":"Ultrasonics Sonochemistry","volume":"122 ","pages":"Article 107627"},"PeriodicalIF":9.7000,"publicationDate":"2025-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ultrasound-assisted green technology for decaffeination of Gayo Arabica coffee: Process parameter optimization and kinetic modelling\",\"authors\":\"Yuyun Yuniati , Jimmy Jimmy , Yoyok Budi Pramono , Mahfud Mahfud\",\"doi\":\"10.1016/j.ultsonch.2025.107627\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Caffeine reduction in<!--> <em>Coffea arabica</em> <!-->has become increasingly important due to growing health concerns related to excessive caffeine intake.<!--> <!-->This study investigates ultrasound-assisted extraction (UAE) as a<!--> <!-->green, solvent-free<!--> <!-->method for the selective decaffeination of Gayo Arabica coffee, using water as the extraction medium. The effects of extraction time (2–12 min), feed-to-solvent (F/S) ratio (0.100–0.150 g/mL), and temperature (40–70 °C) were evaluated. Kinetic modeling<!--> <!-->was performed using six models: first-order, second-order, hyperbolic, power law, Elovich, and Weibull. The extraction exhibited<!--> <!-->biphasic behavior, with an initial<!--> <!-->fast-release phase (2–10 min)<!--> <!-->followed by a<!--> <!-->slower diffusion-controlled phase (10–12 min). Among the models tested, the<!--> <!-->power law model<!--> <!-->provided the best fit, with<!--> <!-->R<sup>2</sup> values up to 0.9881<!--> <!-->and<!--> <!-->RMSE as low as 0.0017, demonstrating strong predictive accuracy. Optimal conditions<!--> <!-->were achieved at<!--> <!-->60 °C, 10 min, and an F/S ratio of 0.125 g/mL, yielding<!--> <!-->66–68 % caffeine recovery. Under these conditions, the power law constants ranged from<!--> <!-->B = 0.6247–0.7152<!--> <!-->and<!--> <!-->n = 0.1456–0.1891, indicating enhanced mass transfer due to ultrasonic cavitation.<!--> <!-->Statistical validation<!--> <!-->via ANOVA (R2 = 0.9968) and residual analysis confirmed the model’s robustness. Compared to conventional methods,<!--> <!-->UAE<!--> <!-->showed significant improvements in<!--> <!-->energy efficiency, extraction speed, and preservation of bioactive and sensory properties. This research advances<!--> <!-->sustainable decaffeination technologies<!--> <!-->and offers a<!--> <!-->scalable kinetic framework<!--> <!-->for other plant-based bioactive extractions.</div></div>\",\"PeriodicalId\":442,\"journal\":{\"name\":\"Ultrasonics Sonochemistry\",\"volume\":\"122 \",\"pages\":\"Article 107627\"},\"PeriodicalIF\":9.7000,\"publicationDate\":\"2025-10-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ultrasonics Sonochemistry\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1350417725004067\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ACOUSTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ultrasonics Sonochemistry","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1350417725004067","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ACOUSTICS","Score":null,"Total":0}
Ultrasound-assisted green technology for decaffeination of Gayo Arabica coffee: Process parameter optimization and kinetic modelling
Caffeine reduction in Coffea arabica has become increasingly important due to growing health concerns related to excessive caffeine intake. This study investigates ultrasound-assisted extraction (UAE) as a green, solvent-free method for the selective decaffeination of Gayo Arabica coffee, using water as the extraction medium. The effects of extraction time (2–12 min), feed-to-solvent (F/S) ratio (0.100–0.150 g/mL), and temperature (40–70 °C) were evaluated. Kinetic modeling was performed using six models: first-order, second-order, hyperbolic, power law, Elovich, and Weibull. The extraction exhibited biphasic behavior, with an initial fast-release phase (2–10 min) followed by a slower diffusion-controlled phase (10–12 min). Among the models tested, the power law model provided the best fit, with R2 values up to 0.9881 and RMSE as low as 0.0017, demonstrating strong predictive accuracy. Optimal conditions were achieved at 60 °C, 10 min, and an F/S ratio of 0.125 g/mL, yielding 66–68 % caffeine recovery. Under these conditions, the power law constants ranged from B = 0.6247–0.7152 and n = 0.1456–0.1891, indicating enhanced mass transfer due to ultrasonic cavitation. Statistical validation via ANOVA (R2 = 0.9968) and residual analysis confirmed the model’s robustness. Compared to conventional methods, UAE showed significant improvements in energy efficiency, extraction speed, and preservation of bioactive and sensory properties. This research advances sustainable decaffeination technologies and offers a scalable kinetic framework for other plant-based bioactive extractions.
期刊介绍:
Ultrasonics Sonochemistry stands as a premier international journal dedicated to the publication of high-quality research articles primarily focusing on chemical reactions and reactors induced by ultrasonic waves, known as sonochemistry. Beyond chemical reactions, the journal also welcomes contributions related to cavitation-induced events and processing, including sonoluminescence, and the transformation of materials on chemical, physical, and biological levels.
Since its inception in 1994, Ultrasonics Sonochemistry has consistently maintained a top ranking in the "Acoustics" category, reflecting its esteemed reputation in the field. The journal publishes exceptional papers covering various areas of ultrasonics and sonochemistry. Its contributions are highly regarded by both academia and industry stakeholders, demonstrating its relevance and impact in advancing research and innovation.