State-Space Kriging: A Data-Driven Method to Forecast Nonlinear Dynamical Systems
Author:
Affiliation:
1. Departamento de Ingeniería de Sistemas y Automática, Escuela Superior de Ingenieros, Camino de los Descubrimientos s/n, Universidad de Sevilla, Sevilla, Spain
Funder
Agencia Estatal de Investigación (AEI)-Spain
Junta de Andalucía and FEDER funds
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Control and Optimization,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/7782633/9462165/09669180.pdf?arnumber=9669180
Reference35 articles.
1. A New Approach to Linear Filtering and Prediction Problems
2. Offset free data driven control: application to a process control trainer
3. Design of nonlinear MPC by Kriging-based optimization
4. An exploratory study of discrete time state-space models using kriging
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