Article(id=1322906781697049103, tenantId=1146029695717560320, journalId=1235980733773295621, issueId=1322887634511314961, articleNumber=null, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=null, receivedDateStr=null, revisedDate=null, revisedDateStr=null, acceptedDate=1620144000000, acceptedDateStr=2021-05-05, onlineDate=1793335155176, onlineDateStr=2026-10-30, pubDate=1632931200000, pubDateStr=2021-09-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793335155176, onlineIssueDateStr=2026-10-30, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793335155176, creator=13701087609, updateTime=1793335155176, updator=13701087609, issue=Issue{id=1322887634511314961, tenantId=1146029695717560320, journalId=1235980733773295621, year='2021', volume='30', issue='18', pageStart='1633', pageEnd='1728', issueExtLink='null', onlineDate='null', pubDate='1632931200000', pubDateStr='2021-09-30', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793330590131, creator='13701087609', updateTime=1793337355310, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1322916009916629692, tenantId=1146029695717560320, journalId=1235980733773295621, issueId=1322887634511314961, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1322916009916629693, tenantId=1146029695717560320, journalId=1235980733773295621, issueId=1322887634511314961, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=1715, endPage=1723, ext={EN=ArticleExt(id=1322906783668371984, articleId=1322906781697049103, tenantId=1146029695717560320, journalId=1235980733773295621, language=EN, title=Optimization of spray drying technology for Yixintai compound concentrate by Box-Behnken response surface method combined with BP neural network, columnId=null, journalTitle=Chinese Journal of New Drugs, columnName=null, runingTitle=null, highlight=null, articleAbstract=
Objective:

To optimize the spray drying process parameters of Yixintai compound concentrate.

Methods:

The G1-entropy weight method was used to calculate the comprehensive score of the contents of astragaloside IV, salvianolic acid B and hydroxysafflor yellow A and the extraction rate, and the comprehensive score was used as the evaluation index. The effects of dextrin dosage, relative density of liquid medicine, peristaltic speed, air inlet temperature and air volume flow on spray drying process were investigated by single factor experiment. The spray drying parameters of Yixintai compound concentrate were optimized by Box-Behnken response surface design and BP neural network.

Results:

The optimum parameters of spray drying technology were as follows: relative density of liquid medicine 1.12, dextrin ratio 20%, air inlet temperature 150 degrees, air flow 35 m3·h-1 and peristaltic pump speed 15 r·min-1.

Conclusion:

The optimized spray drying process of Yixintai compound concentrate is stable and feasible.

, authors=Ya LI, Li-juan YI, Lan LIU, Su-lan ZOU, Zi-rui LI, Zhi-hua GUO, authorsList=Ya LI, Li-juan YI, Lan LIU, Su-lan ZOU, Zi-rui LI, Zhi-hua GUO, authorCompany=null, correspAuthors=Zhi-hua GUO, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1322906784511427089, articleId=1322906781697049103, tenantId=1146029695717560320, journalId=1235980733773295621, language=CN, title=Box-Behnken响应面法结合反向传播神经网络优化益心泰复方浓缩液喷雾干燥工艺研究, columnId=1236330556003242277, journalTitle=中国新药杂志, columnName=实验研究, runingTitle=null, highlight=null, articleAbstract=
目的:

优选益心泰复方浓缩液喷雾干燥工艺参数。

方法:

采用G1-熵权法计算黄芪甲苷、丹酚酸B与羟基红花黄色素A的含量及出粉率的综合评分,以综合评分为评价指标,通过单因素实验考察糊精用量、药液相对密度、蠕动速度、进风温度与空气体积流量对其喷雾干燥工艺的影响,利用Box-Behnken响应面设计和反向传播神经网络优化益心泰复方浓缩液的喷雾干燥工艺参数。

结果:

喷雾干燥工艺最佳参数为药液相对密度1.12,糊精比例20%,进风温度150 ℃,空气流量35 m3·h-1,蠕动泵转速15 r·min-1。

结论:

优选的益心泰复方浓缩液喷雾干燥工艺稳定可行。

, authors=李雅, 易丽娟, 柳兰, 邹苏兰, 李姿锐, 郭志华, authorsList=李雅, 易丽娟, 柳兰, 邹苏兰, 李姿锐, 郭志华, authorCompany=null, correspAuthors=郭志华, authorNote=

李雅,女,副教授,硕士生导师,主要从事中药新药研究与开发。E-mail:。

, correspAuthorsNote=
郭志华,男,教授,博士生导师,主要从事心血管病方面的研究。E-mail:。
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李雅,女,副教授,硕士生导师,主要从事中药新药研究与开发。E-mail:。

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李雅,女,副教授,硕士生导师,主要从事中药新药研究与开发。E-mail:。

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李雅 , 易丽娟 , 柳兰 , 邹苏兰 , 李姿锐 , 郭志华
中国新药杂志 | 实验研究 2021,30(18): 1715-1723
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中国新药杂志 |实验研究 2021 , 30 (18) : 1715 -1723
Box-Behnken响应面法结合反向传播神经网络优化益心泰复方浓缩液喷雾干燥工艺研究
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李雅 , 易丽娟, 柳兰, 邹苏兰, 李姿锐, 郭志华
作者信息
  • 湖南中医药大学,长沙 410208
通讯作者:
郭志华,男,教授,博士生导师,主要从事心血管病方面的研究。E-mail:。
作者简介:

李雅,女,副教授,硕士生导师,主要从事中药新药研究与开发。E-mail:。

Optimization of spray drying technology for Yixintai compound concentrate by Box-Behnken response surface method combined with BP neural network
Ya LI , Li-juan YI, Lan LIU, Su-lan ZOU, Zi-rui LI, Zhi-hua GUO
Affiliations
  • Hunan University of Chinese Medicine, Changsha 410208, China
出版时间: 2021-09-30
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目的:

优选益心泰复方浓缩液喷雾干燥工艺参数。

方法:

采用G1-熵权法计算黄芪甲苷、丹酚酸B与羟基红花黄色素A的含量及出粉率的综合评分,以综合评分为评价指标,通过单因素实验考察糊精用量、药液相对密度、蠕动速度、进风温度与空气体积流量对其喷雾干燥工艺的影响,利用Box-Behnken响应面设计和反向传播神经网络优化益心泰复方浓缩液的喷雾干燥工艺参数。

结果:

喷雾干燥工艺最佳参数为药液相对密度1.12,糊精比例20%,进风温度150 ℃,空气流量35 m3·h-1,蠕动泵转速15 r·min-1。

结论:

优选的益心泰复方浓缩液喷雾干燥工艺稳定可行。

益心泰复方  /  喷雾干燥  /  Box-Behnken响应面设计  /  反向传播神经网络  /  G1-熵权法
Objective:

To optimize the spray drying process parameters of Yixintai compound concentrate.

Methods:

The G1-entropy weight method was used to calculate the comprehensive score of the contents of astragaloside IV, salvianolic acid B and hydroxysafflor yellow A and the extraction rate, and the comprehensive score was used as the evaluation index. The effects of dextrin dosage, relative density of liquid medicine, peristaltic speed, air inlet temperature and air volume flow on spray drying process were investigated by single factor experiment. The spray drying parameters of Yixintai compound concentrate were optimized by Box-Behnken response surface design and BP neural network.

Results:

The optimum parameters of spray drying technology were as follows: relative density of liquid medicine 1.12, dextrin ratio 20%, air inlet temperature 150 degrees, air flow 35 m3·h-1 and peristaltic pump speed 15 r·min-1.

Conclusion:

The optimized spray drying process of Yixintai compound concentrate is stable and feasible.

Yixintai compound  /  spray drying  /  Box-Behnken response surface design  /  BP neural network  /  G1-entropy weight method
李雅, 易丽娟, 柳兰, 邹苏兰, 李姿锐, 郭志华. Box-Behnken响应面法结合反向传播神经网络优化益心泰复方浓缩液喷雾干燥工艺研究. 中国新药杂志, 2021 , 30 (18) : 1715 -1723 .
Ya LI, Li-juan YI, Lan LIU, Su-lan ZOU, Zi-rui LI, Zhi-hua GUO. Optimization of spray drying technology for Yixintai compound concentrate by Box-Behnken response surface method combined with BP neural network[J]. Chinese Journal of New Drugs, 2021 , 30 (18) : 1715 -1723 .
  • 国家自然科学基金资助项目(81673955)
  • 湖南省中医药科研计划项目重点课题资助项目(2020001)
  • 湖南中医药大学中药学一流学科建设资助项目(4901-0200002006)
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2021年第30卷第18期
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  • 首发时间:2026-10-30
  • 出版时间:2021-09-30
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  • 录用日期:2021-05-05
基金
国家自然科学基金资助项目(81673955)
湖南省中医药科研计划项目重点课题资助项目(2020001)
湖南中医药大学中药学一流学科建设资助项目(4901-0200002006)
作者信息
    湖南中医药大学,长沙 410208

通讯作者:

郭志华,男,教授,博士生导师,主要从事心血管病方面的研究。E-mail:。
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2种不同金属材料的力学参数
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species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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