caa a22 4500 475833953 CHVBK 20180406123849.0 cr unu---uuuuu 170329e20001001xx s 000 0 eng 10.1007/s005210070009 doi (NATIONALLICENCE)springer-10.1007/s005210070009 Modelling of Pulp Flow Rate with Variable Consistency [Elektronische Daten] [E. Ikonen, P. Heikkinen] Pulp and paper mills can be seen as big pumping plants, where mass is pumped from one step to another. The proper operation of the process in its different stages does not allow large deviations from given operation conditions, which makes it essential to monitor and control the flow rate and the consistency of the pulp. A structure is suggested for the modelling of pulp flow rate, and possibilities for using the pump-valve system as a flow meter are examined. The overall model structure consists of a Wiener model for pressure difference, a non-linear dynamic valve model, and a static mapping for flow rate. A full-scale pilot plant of pulp flow through a valve in a pipeline is used for experimentation. Linear dynamics and non-linearities due to the pump, valve and the pulp consistency are identified based on online measurements obtained from calibration tests. The results show that a simple model could be identified which, together with a valve model, can be further applied for the purposes of accurate flow control.: Springer-Verlag London Limited, 2000 Keywords: Neural nets nationallicence Non-linear systems nationallicence Paper industry nationallicence Process models nationallicence Valves nationallicence Wiener systems nationallicence Ikonen E. Department of Process Engineering and Infotech Oulu, Systems Engineering Laboratory, University of Oulu, Finland, FI aut Heikkinen P. Control CAD Oy, Espoo, Finland, FI aut https://doi.org/10.1007/s005210070009 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s005210070009 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Ikonen E. Department of Process Engineering and Infotech Oulu, Systems Engineering Laboratory, University of Oulu, Finland, FI aut NATIONALLICENCE 700 1- Heikkinen P. Control CAD Oy, Espoo, Finland, FI aut Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer