{"title":"Belousov-Zhabotinsky振荡与主成分分析耦合评价柴胡质量","authors":"Na Wang , Feng Li , Xiaodong Fan","doi":"10.1016/j.ijoes.2025.101033","DOIUrl":null,"url":null,"abstract":"<div><div>This study established a comprehensive analytical methodology utilizing Belousov-Zhabotinsky (B-Z) oscillation patterns coupled with principal component analysis for quality evaluation of medicinal herb extracts. The optimized system employed a two-electrode configuration with platinum working electrode (d = 2.0 mm) and demonstrated characteristic temporal evolution across three distinct phases. Systematic parameter optimization revealed optimal conditions including H<sub>2</sub>SO<sub>4</sub> (3.0 mol/L), malonic acid (0.4 mol/L), and KBrO<sub>3</sub> (0.3 mol/L) concentrations. High-quality samples exhibited distinctive oscillation characteristics including maximum amplitudes of 0.09–0.14 V and mean oscillation periods between 16 and 23 seconds, with amplitude decay following pseudo-first-order kinetics (decay constants 2.3 ×10<sup>−3</sup> to 3.8 ×10<sup>−3</sup> s<sup>−1</sup>). The analytical method showed excellent precision with relative standard deviations below 4 % for key parameters, particularly peak potentials (RSD = 1.7 %). Hierarchical cluster analysis initially revealed three distinct quality clusters; however, by further integrating quantitative oscillation parameters (e.g., ΔEₘₐₓ, induction time, and oscillation lifetime) and their correlations with traditional quality markers, these clusters were refined into five quality grades, thereby providing a more detailed evaluation framework. The method's robustness was confirmed through stability testing, showing minimal sensitivity to temperature variations ( ± 2°C) and reagent concentration fluctuations ( ± 2 %). Analysis of 30 samples from three geographical origins demonstrated clear regional quality patterns, with Q2 values of 0.85 and 0.78 for PC1 and PC2 respectively, enabling reliable geographical source discrimination.</div></div>","PeriodicalId":13872,"journal":{"name":"International Journal of Electrochemical Science","volume":"20 7","pages":"Article 101033"},"PeriodicalIF":1.3000,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quality assessment of Bupleurum chinense by coupling Belousov-Zhabotinsky oscillation with principal component analysis\",\"authors\":\"Na Wang , Feng Li , Xiaodong Fan\",\"doi\":\"10.1016/j.ijoes.2025.101033\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study established a comprehensive analytical methodology utilizing Belousov-Zhabotinsky (B-Z) oscillation patterns coupled with principal component analysis for quality evaluation of medicinal herb extracts. The optimized system employed a two-electrode configuration with platinum working electrode (d = 2.0 mm) and demonstrated characteristic temporal evolution across three distinct phases. Systematic parameter optimization revealed optimal conditions including H<sub>2</sub>SO<sub>4</sub> (3.0 mol/L), malonic acid (0.4 mol/L), and KBrO<sub>3</sub> (0.3 mol/L) concentrations. High-quality samples exhibited distinctive oscillation characteristics including maximum amplitudes of 0.09–0.14 V and mean oscillation periods between 16 and 23 seconds, with amplitude decay following pseudo-first-order kinetics (decay constants 2.3 ×10<sup>−3</sup> to 3.8 ×10<sup>−3</sup> s<sup>−1</sup>). The analytical method showed excellent precision with relative standard deviations below 4 % for key parameters, particularly peak potentials (RSD = 1.7 %). Hierarchical cluster analysis initially revealed three distinct quality clusters; however, by further integrating quantitative oscillation parameters (e.g., ΔEₘₐₓ, induction time, and oscillation lifetime) and their correlations with traditional quality markers, these clusters were refined into five quality grades, thereby providing a more detailed evaluation framework. The method's robustness was confirmed through stability testing, showing minimal sensitivity to temperature variations ( ± 2°C) and reagent concentration fluctuations ( ± 2 %). Analysis of 30 samples from three geographical origins demonstrated clear regional quality patterns, with Q2 values of 0.85 and 0.78 for PC1 and PC2 respectively, enabling reliable geographical source discrimination.</div></div>\",\"PeriodicalId\":13872,\"journal\":{\"name\":\"International Journal of Electrochemical Science\",\"volume\":\"20 7\",\"pages\":\"Article 101033\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2025-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Electrochemical Science\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1452398125001087\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ELECTROCHEMISTRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Electrochemical Science","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1452398125001087","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ELECTROCHEMISTRY","Score":null,"Total":0}
Quality assessment of Bupleurum chinense by coupling Belousov-Zhabotinsky oscillation with principal component analysis
This study established a comprehensive analytical methodology utilizing Belousov-Zhabotinsky (B-Z) oscillation patterns coupled with principal component analysis for quality evaluation of medicinal herb extracts. The optimized system employed a two-electrode configuration with platinum working electrode (d = 2.0 mm) and demonstrated characteristic temporal evolution across three distinct phases. Systematic parameter optimization revealed optimal conditions including H2SO4 (3.0 mol/L), malonic acid (0.4 mol/L), and KBrO3 (0.3 mol/L) concentrations. High-quality samples exhibited distinctive oscillation characteristics including maximum amplitudes of 0.09–0.14 V and mean oscillation periods between 16 and 23 seconds, with amplitude decay following pseudo-first-order kinetics (decay constants 2.3 ×10−3 to 3.8 ×10−3 s−1). The analytical method showed excellent precision with relative standard deviations below 4 % for key parameters, particularly peak potentials (RSD = 1.7 %). Hierarchical cluster analysis initially revealed three distinct quality clusters; however, by further integrating quantitative oscillation parameters (e.g., ΔEₘₐₓ, induction time, and oscillation lifetime) and their correlations with traditional quality markers, these clusters were refined into five quality grades, thereby providing a more detailed evaluation framework. The method's robustness was confirmed through stability testing, showing minimal sensitivity to temperature variations ( ± 2°C) and reagent concentration fluctuations ( ± 2 %). Analysis of 30 samples from three geographical origins demonstrated clear regional quality patterns, with Q2 values of 0.85 and 0.78 for PC1 and PC2 respectively, enabling reliable geographical source discrimination.
期刊介绍:
International Journal of Electrochemical Science is a peer-reviewed, open access journal that publishes original research articles, short communications as well as review articles in all areas of electrochemistry: Scope - Theoretical and Computational Electrochemistry - Processes on Electrodes - Electroanalytical Chemistry and Sensor Science - Corrosion - Electrochemical Energy Conversion and Storage - Electrochemical Engineering - Coatings - Electrochemical Synthesis - Bioelectrochemistry - Molecular Electrochemistry