Identification of Distillation Process Dynamics Comparing Process Knowledge and Black Box Based Approaches

Knud H Rasmussen, C. S. Nielsen, Sten Bay Jørgensen

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

256 Downloads (Pure)

Abstract

A distillation plant equipped with a heat pump separates a mixture of isopropanol and methanol. The mixture contains some water as impurity. The model development aims at dual composition control design, where top and bottom compositions should follow the setpoints, and disturbances should be rejected. Disturbances may occur in feed low rate and feed composition. Identification is performed using multivariable linear discrete time model structure development tools: a process knowledge based and a black box approach. In the process knowledge based approach, the model structure is developed from qualitative process knowledge which presently may require modification to guarantee identifiability. The black box approach is based on pseudocanonical MFD model representation, where the model stracture is determined by a set of structure indices. The identifications are performed on experimental data obtained in closed loop operation of the distillation plant. In the present work, the two approaches are compared in terms of how well the model fits, and predicts the data, the conditioning of the model parameter estimation, and convenience of usage.
Original languageEnglish
Title of host publicationAmerican Control Conference
Place of PublicationSan Diego, CA, USA
PublisherIEEE
Publication date1990
Pages3116-3121
Publication statusPublished - 1990
Event1990 American Control Conference - San Diego, CA, United States
Duration: 29 Jun 19901 Jul 1990

Conference

Conference1990 American Control Conference
CountryUnited States
CitySan Diego, CA
Period29/06/199001/07/1990

Bibliographical note

Copyright: 1990 IEEE. 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

Fingerprint Dive into the research topics of 'Identification of Distillation Process Dynamics Comparing Process Knowledge and Black Box Based Approaches'. Together they form a unique fingerprint.

Cite this