Znn3bq.jpeg
²é¿´: 468  |  »Ø¸´: 1
±¾Ìû²úÉú 1 ¸ö £¬µã»÷ÕâÀï½øÐв鿴

aygxy_lhc

Ìú³æ (ÕýʽдÊÖ)

[ÇóÖú] Çë°ïæ¿´Ò»ÏÂÂÛÎÄÊÇ·ñ±»SCI¼ìË÷ÁË£¬Ð»Ð»£¡

×÷Õß:
Huichao Lv, Dayong Tian
ÎÄÌâ:
Designing and optimizing a parallel neural network model for predicting the solubility of diosgenin in n-alkanols
ÆÚ¿¯Ãû:
Chinese Journal of Chemical Engineering
ÆÚ¿¯Äê·Ý:
2021
¾í(ÆÚ),ÆðÖ¹Ò³Âë:
29£º288-294.

» ²ÂÄãϲ»¶

ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû

baiyuefei

°æÖ÷ (ÎÄѧ̩¶·)

·çÑ©

ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÎÄÏ׽ܳö¹±Ï×ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÎÄÏ׽ܳö¹±Ï×ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÎÄÏ׽ܳö¹±Ï×ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷ÓÅÐã°æÖ÷

¡¾´ð°¸¡¿Ó¦Öú»ØÌû

¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï ¡ï
¸Ðл²ÎÓ룬ӦÖúÖ¸Êý +1
aygxy_lhc: ½ð±Ò+10, ¡ï¡ï¡ï¡ï¡ï×î¼Ñ´ð°¸, ллÁË! 2021-04-29 17:03:32
sunshan4379: LS-EPI+1, ¸ÐлӦÖú! 2021-05-01 10:47:00
Designing and optimizing a parallel neural networkmodel for predicting the solubility of diosgenin in n-alkanols
×÷Õß:Lv, HC (Lv, Huichao)[ 1 ] ; Tian, DY (Tian, Dayong)[ 1 ]

CHINESE JOURNAL OF CHEMICAL ENGINEERING

¾í: 29 ÆÚ: 1 Ò³: 288-294
DOI: 10.1016/j.cjche.2020.09.009

³ö°æÄê: JAN 2021

ÎÄÏ×ÀàÐÍ:Article

ÕªÒª
Accurate estimation of the solubility of a chemical compound is an important issue formany industrial processes. To overcome the defects of some thermodynamic models and simple correlations, a parallel neural network (PNN) model was conceived and optimized to predict the solubility of diosgenin in seven n-alkanols (C-1-C-7). The linear regression analysis of the parity plots indicates that the PNN model can give more accurate descriptions of the solubility of diosgenin than the ordinary neural network (ONN) model. The comparison of the average root mean square deviation (RMSD) shows that the suggested model has a slight advantage over the thermodynamic NRTL model in terms of the calculating precision. Moreover, the PNN model can reflect the effects of the temperature and the chain length of the alcohol solvent on the solution behavior of diosgenin correctly and can estimate its solubility in the n-alkanols with more carbon atoms. (C) 2020 The Chemical Industry and Engineering Society of China, and Chemical Industry Press Co., Ltd. All rights reserved.

¹Ø¼ü´Ê
×÷Õ߹ؼü´Ê:Solubility; Diosgenin; Parallel neural network model; NRTL model

×÷ÕßÐÅÏ¢
ͨѶ×÷ÕßµØÖ·:

Anyang Inst Technol, Sch Chem & Environm Engn, Anyang 455000, Peoples R China.
ͨѶ×÷ÕßµØÖ·: Lv, HC (ͨѶ×÷Õß)

              Anyang Inst Technol, Sch Chem & Environm Engn, Anyang 455000, Peoples R China.
µØÖ·:

              [ 1 ]‎ Anyang Inst Technol, Sch Chem & Environm Engn, Anyang 455000, Peoples R China
µç×ÓÓʼþµØÖ·:20160471@ayit.edu.cn

»ù½ð×ÊÖúÖÂл
»ù½ð×ÊÖú»ú¹¹        ÊÚȨºÅ
Science and Technology Plan Project of Henan Province

192102310232
²é¿´»ù½ð×ÊÖúÐÅÏ¢   
³ö°æÉÌ
CHEMICAL INDUSTRY PRESS CO LTD, NO 13, QINGNIANHU SOUTH ST, DONGCHENG DIST, BEIJING 100011, PEOPLES R CHINA

Àà±ð / ·ÖÀà
Ñо¿·½Ïò:Engineering

Web of Science Àà±ð:Engineering, Chemical

ÎÄÏ×ÐÅÏ¢
ÓïÑÔ:English

Èë²ØºÅ: WOS:000636564100033

ISSN: 1004-9541

eISSN: 2210-321X

ÆäËûÐÅÏ¢
IDS ºÅ: RH9XB

Web of Science ºËÐĺϼ¯ÖÐµÄ "ÒýÓõIJο¼ÎÄÏ×": 29

Web of Science ºËÐĺϼ¯ÖÐµÄ "±»ÒýƵ´Î": 0

²é¿´½ÏÉÙÊý¾Ý×Ö¶Î
2Â¥2021-04-29 14:54:22
ÒÑÔÄ   »Ø¸´´ËÂ¥   ¹Ø×¢TA ¸øTA·¢ÏûÏ¢ ËÍTAºì»¨ TAµÄ»ØÌû
Ïà¹Ø°æ¿éÌø×ª ÎÒÒª¶©ÔÄÂ¥Ö÷ aygxy_lhc µÄÖ÷Ìâ¸üÐÂ
×î¾ßÈËÆøÈÈÌûÍÆ¼ö [²é¿´È«²¿] ×÷Õß »Ø/¿´ ×îºó·¢±í
[¿¼ÑÐ] Çóµ÷¼Á +16 MAXâê㯠2026-04-09 18/900 2026-04-10 20:24 by С¹íม«¡«
[¿¼ÑÐ] 362Çóµ÷¼Á +10 ÎÒÒª¿¼´ó 2026-04-06 14/700 2026-04-10 17:00 by luoyongfeng
[¿¼ÑÐ] Ò»Ö¾Ô¸»ª¶«Ê¦·¶ÉúÎïѧ326·Ö£¬Çóµ÷¼Á +8 Áõīī 2026-04-09 8/400 2026-04-10 12:00 by pengliang8036
[¿¼ÑÐ] 293Çóµ÷¼Á +4 ÓÂÔ¶¿â°®314 2026-04-06 4/200 2026-04-10 11:00 by ¸ßά´º
[¿¼ÑÐ] 293Çóµ÷¼Á +5 ÓÂÔ¶¿â°®314 2026-04-08 5/250 2026-04-10 08:46 by vgtyfty
[¿¼ÑÐ] ²ÄÁÏÓ뻯¹¤371Çóµ÷¼Á +17 ÅãÁÕ¿´º£ 2026-04-04 18/900 2026-04-10 07:51 by 314126402
[¿¼ÑÐ] 070300»¯Ñ§ Çóµ÷¼Á +13 73372112 2026-04-08 13/650 2026-04-09 20:22 by maddjdld
[¿¼ÑÐ] ²ÄÁÏר˶³õÊÔ·Ö332Ò»Ö¾Ô¸Î÷±±¹¤Òµ´óѧ£¬ +12 ¹ÊÈË?? 2026-04-09 12/600 2026-04-09 18:34 by Ccclqqq
[¿¼ÑÐ] 287Çóµ÷¼Á +6 Fnhc 2026-04-07 6/300 2026-04-08 10:05 by xingguangj
[¿¼ÑÐ] »úе¹¤³Ì264ѧ˶Çóµ÷¼Á +3 qiushangxian 2026-04-06 3/150 2026-04-08 01:53 by Linzejun
[¿¼ÑÐ] Ò»Ö¾Ô¸Î÷µç085401Çóµ÷¼Á +4 sunw1306 2026-04-07 4/200 2026-04-07 16:40 by à£à£à£0119
[¿¼ÑÐ] 312Çóµ÷¼Á +4 LR6 2026-04-06 4/200 2026-04-07 08:42 by jp9609
[¿¼ÑÐ] ¿¼Ñе÷¼Á +3 WwwwwwwÍÛ 2026-04-06 3/150 2026-04-06 20:55 by lbsjt
[¿¼ÑÐ] Çóµ÷¼Áµ½²ÄÁÏ +5 ³Ì9915 2026-04-06 5/250 2026-04-06 15:21 by yulian1987
[¿¼ÑÐ] 285Çóµ÷¼Á +8 AZMK 2026-04-04 11/550 2026-04-06 13:56 by BruceLiu320
[¿¼ÑÐ] 0855Çóµ÷¼Á²ÄÁÏ +11 ºìÌÒׯׯ 2026-04-04 12/600 2026-04-06 10:26 by À¶ÔÆË¼Óê
[¿¼ÑÐ] 377Çóµ÷¼Á +6 by.ovo 2026-04-05 6/300 2026-04-05 22:18 by dongzh2009
[¿¼ÑÐ] ÉúÎïѧ308·ÖÇóµ÷¼Á£¨Ò»Ö¾Ô¸»ª¶«Ê¦´ó£© +8 ÏàÐűػá¹ââÍòÕ 2026-04-05 10/500 2026-04-05 12:19 by Hdyxbekcb
[¿¼ÑÐ] ²ÄÁϵ÷¼Á +7 dxyµ÷¼Á 2026-04-04 7/350 2026-04-05 09:15 by İÇï26
[¿¼ÑÐ] µ÷¼Á +4 ÊÇ¿ÉÀÖ²»ÊÇ¿ÉÀÖ 2026-04-04 4/200 2026-04-04 19:41 by ÌÆãå¶ù
ÐÅÏ¢Ìáʾ
ÇëÌî´¦ÀíÒâ¼û