Jan 9, 2009 ... aDepartment of Chemical Engineering ... In this work, preliminary results for a
neural network-based software sensor ..... As an example, Fig.
Neural network-based software sensor: Data set design and application to a continuous pulp digester Pascal Dufour, Sharad Bhartiya, Prasad S. Dhurjati, Francis J. Doyle Iii
To cite this version: Pascal Dufour, Sharad Bhartiya, Prasad S. Dhurjati, Francis J. Doyle Iii. Neural networkbased software sensor: Data set design and application to a continuous pulp digester. Control Engineering Practice, Elsevier, 2005, 13 (2), pp.135-143. .
HAL Id: hal-00351646 https://hal.archives-ouvertes.fr/hal-00351646v1 Submitted on 9 Jan 2009 (v1), last revised 21 Jan 2009 (v2)
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The final version of this article is published as : P. Dufour, S. Bhartiya, P.S. Dhurjati, F.J. Doyle III, "Neural network-based software sensor: Data set design and application to a continuous pulp digester", Control Engineering Practice, 13(2), pp. 135-143, 2005. http://dx.doi.org/10.1016/j.conengprac.2004.02.013 ISSN: 0967-0661
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uI
1.1 1.08 1.06
Moisture Content (−)
1.04 1.02 1 0.98 0.96 0.94 0.92 0.9
2
4
6
·
8 Time (days)
ÿfÊ ¨ Ê
uF
10
12
14
1.1 1.08 1.06 1.04
Density (−)
1.02 1 0.98 0.96 0.94 0.92 0.9
5
10
·
15
20 Time (days)
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25
30
35
(a)
Moisture Content (−)
1.05
1
0.95
5
10
15
20
25
30
35
20 Time (days)
25
30
35
(b)
Density (−)
1.05
1
0.95
5
10
·
15
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