KOPS - The Institutional Repository of the University of Konstanz

Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy

Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy

Cite This

Files in this item

Files Size Format View

There are no files associated with this item.

CASPER, Sabrina, Doris H. FUERTINGER, Peter KOTANKO, Luca MECHELLI, Jan ROHLEFF, Stefan VOLKWEIN, 2021. Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy

@unpublished{Casper2021DataD-55476, title={Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy}, year={2021}, author={Casper, Sabrina and Fuertinger, Doris H. and Kotanko, Peter and Mechelli, Luca and Rohleff, Jan and Volkwein, Stefan} }

<rdf:RDF xmlns:dcterms="http://purl.org/dc/terms/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:void="http://rdfs.org/ns/void#" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/55476"> <dc:contributor>Fuertinger, Doris H.</dc:contributor> <dc:creator>Mechelli, Luca</dc:creator> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/39"/> <dcterms:title>Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy</dcterms:title> <dc:language>eng</dc:language> <dc:creator>Casper, Sabrina</dc:creator> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2021-11-08T14:12:49Z</dcterms:available> <dc:rights>terms-of-use</dc:rights> <dcterms:abstract xml:lang="eng">This project is based on a mathematical model of erythropoiesis for anemia, which consists of five hyperbolic population equations describing the production of red blood cells under treatment with epoetin-alfa (EPO). Extended dynamic mode decomposition (EDMD) is utilized to approximate the non-linear dynamical systems by linear ones. This allows for efficient and reliable strategies based on a combination of EDMD and model predictive control (MPC), which produces results comparable with the one obtained in past publications for the original model.</dcterms:abstract> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dcterms:issued>2021</dcterms:issued> <dc:contributor>Volkwein, Stefan</dc:contributor> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/39"/> <dc:creator>Volkwein, Stefan</dc:creator> <dc:contributor>Rohleff, Jan</dc:contributor> <dc:creator>Kotanko, Peter</dc:creator> <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/55476"/> <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/> <dc:contributor>Mechelli, Luca</dc:contributor> <dc:creator>Fuertinger, Doris H.</dc:creator> <dc:creator>Rohleff, Jan</dc:creator> <dc:contributor>Casper, Sabrina</dc:contributor> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dc:contributor>Kotanko, Peter</dc:contributor> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2021-11-08T14:12:49Z</dc:date> </rdf:Description> </rdf:RDF>

This item appears in the following Collection(s)

Search KOPS


Browse

My Account