Estimation of solubility of paraffins in water by the method of neural nets

被引：4

作者：

Murty, BSN ^{[1
]}

Kumar, YVLR ^{[1
]}

Dutt, NVK ^{[1
]}

Reddy, PJ ^{[1
]}

机构：

[1] INDIAN INST CHEM TECHNOL,DIV CHEM ENGN,HYDERABAD 500007,ANDHRA PRADESH,INDIA

来源：

PHYSICS AND CHEMISTRY OF LIQUIDS | 1997年 / 34卷 / 02期

关键词：

paraffins; water solubilities; neural nets;

D O I：

10.1080/00319109708030554

中图分类号：

O64 [物理化学（理论化学）、化学物理学];

学科分类号：

070304 ; 081704 ;

摘要：

Water solubilities of paraffins have been estimated by the method of artificial neural nets. The method, using the normal boiling point and temperature as the input parameters could estimate the solubilities of 151 paraffins at the temperatures of 298 K and 372 K with an overall deviation of 3.4%, yielding superior results over those obtained by least squares.

引用

页码：77 / 87

页数：11

共 50 条

[21] A comparison of DSD with a neural net model to state/parameter estimation directly by neural nets
Aldemir, T
Gadioli, M
Marseguerra, M
Zio, E
PSAM 5: PROBABILISTIC SAFETY ASSESSMENT AND MANAGEMENT, VOLS 1-4, 2000, (34): : 13 - 18
[22] Method estimates solubility of petrochemicals in water
Yaws, Carl L.
OIL & GAS JOURNAL, 2008, 106 (07) : 42 - 44
[23] An adaptive training method for optimal interpolative neural nets
Liu, TZ
Yen, CWV
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 1997, 8 (02) : 145 - 154
[24] Damping function estimation based on modal receptance models and neural nets
Dovstam, K
Dalenbring, M
COMPUTATIONAL MECHANICS, 1997, 19 (04) : 271 - 286
[25] MODELING OF METHANE SOLUBILITY IN HEAVY N-PARAFFINS
HUANG, CP
JAN, DS
TSAI, FN
JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 1992, 25 (02) : 182 - 186
[26] Distribution Based Upper Lower Bound Estimation In Deep Neural Nets
Eressa, Muluken Regas
Badis, Hakim
Grosso, Dorian
2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, 2022, : 909 - 913
[27] Damping function estimation based on modal receptance models and neural nets
K. Dovstam
M. Dalenbring
Computational Mechanics, 1997, 19 : 271 - 286
[28] Estimation of the lowest solubility of hydroxides of heavy metals in water
Svyatokhina, VP
Isaeva, OY
Pestrikov, SV
Krasnogorskaya, NN
RUSSIAN JOURNAL OF PHYSICAL CHEMISTRY, 2002, 76 (08): : 1275 - 1276
[29] Neural nets
Hejnol, Andreas
Rentzsch, Fabian
CURRENT BIOLOGY, 2015, 25 (18) : R782 - R786
[30] NEURAL NETS
COWAN, JD
SHARP, DH
QUARTERLY REVIEWS OF BIOPHYSICS, 1988, 21 (03) : 365 - 427

← 1 2 3 4 5 →