Searching Historic Data For Model Identification
Year: 2012
Type: article
Abstract: The focus of this thesis is obtaining useful segments of historic data from normal operation due to, for instance, economical and safety concerns of performing experiments on a plant. This will be done by development, and implementation of a user friendly concept. The concept will give the user a collection of search criteria to choose from, and the ability to combine them, to locate possible informative data in historic data. The angle of attack will be more practical than theoretical. The concept SHDMI is proposed as such a tool. As a prototype of the concept it shows promise dealing with both SISO- and MIMO-systems in its simplicity and structure, but it is concluded that improvements and/or expansions of SHDMI is needed if it is to become a reliable and adequate for its purposes. Preface This master’s thesis is the culmination of my M.Sc. degree in Engineering Cybernetics at the Norwegian University of Science and Technology. I would like to thank my supervisor Prof. Lars Imsland for his good advise and guidance throughout the semester. I would also like to thank my friends at NTNU for making the years here so enjoyable. A special thanks goes out to Jonas Magnussen for helping with the correction of the thesis. Last, but not least I would to thank my family for all their support throughout my time at NTNU. Eirik Viksmo-Slettan
Author: Eirik Viksmo-Slettan
Language: English
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W85691965