Abstract
The Delaunay Tessellation and Topological Regression is a Local Simplex Method for Multivariate Calibration. the Method, developed within Computational Geometry, Has Potential for Applications in Online Analytical Chemistry and Process Monitoring. This Study Proposes a Novel Approach to Perform Prediction and Extrapolation using Delaunay Calibration Method. the Main Property of the Proposed Extension is the Continuity of the Estimated Regression Function Also Outside the Calibration Domain. to Support the Presentation, an Application in Estimating the Aromatic Composition in Light Cycle Oil by Near Infrared Spectroscopy is Discussed. © 2009 Ifac.
Recommended Citation
F. Corona et al., "A Continuous Regression Function for the Delaunay Calibration Method," IFAC Proceedings Volumes (IFAC-PapersOnline), vol. 9, no. PART 1, pp. 194 - 199, Elsevier, Jan 2010.
The definitive version is available at https://doi.org/10.3182/20100705-3-BE-2011.00032
Department(s)
Engineering Management and Systems Engineering
Keywords and Phrases
Delaunay tessellation; Local estimation; Model maintenance; Multivariate calibration; Non-parametric regression; Process monitoring; Spectroscopy
International Standard Book Number (ISBN)
978-390266169-2
International Standard Serial Number (ISSN)
1474-6670
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2024 Elsevier, All rights reserved.
Publication Date
01 Jan 2010