Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Institutional Repository

Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/4130

Title: Non-linear dynamic data reconciliation for industrial processes
Authors: Tian, Xuemin
Xia, Bokai
Yu, Zuojun
Yang, Shuang-Hua
Keywords: Fluid Catalytic Cracking Unit (FCCU)
Transfer function
Non-linear dynamic data reconciliation
Issue Date: 2006
Publisher: © IEEE
Citation: TIAN, X....et al., 2006. Non-linear dynamic data reconciliation for industrial processes. IN: IEEE International Conference on Systems, Man and Cybernetics, (SMC '06), 8-11 Oct., Taipai, Taiwan, Vol. 6, pp. 5291 - 5296.
Abstract: This paper investigates and improves a technique known as Nonlinear Dynamic Data Reconciliation (NDDR) for a real industrial process. NDDRS is a technique for data reconciliation that requires an objective function to be minimised subject to both algebraic and differential, equality and inequality constraints. These constraints are obtained from the mathematical description of the process and ensure that the measurement data can be optimised to conform as closely as possible to the true behaviour of the process. One of the difficulties of using the original NDDR is that a rigorous process dynamic model is required as a constraint. Unfortunately it is very hard to establish a rigorous dynamic model for a complex industrial process, particularly for data reconciliation purpose. A transfer function matrix model has been introduced in this new NDDR method. Therefore the rigorous dynamic model is avoided. The real industrial data from FCCU is used to illustrate the efficiency of the new NDDR method.
Description: This is a conference paper [© IEEE]. It is also available at: http://ieeexplore.ieee.org/ Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Version: Published
DOI: 10.1109/ICSMC.2006.385149
URI: https://dspace.lboro.ac.uk/2134/4130
ISBN: 1424400996
Appears in Collections:Conference Papers and Presentations (Computer Science)

Files associated with this item:

File Description SizeFormat
Tian_Xia_Yu_Yang_IEEE_SMC_2006.pdf855.02 kBAdobe PDFView/Open


SFX Query

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.