Structure-preserving model reduction of nonlinear building thermal models

DOI10.1016/j.automatica.2014.02.009zbMath1298.93097OpenAlexW2063798464MaRDI QIDQ463899

Siddharth Goyal, Prabir Barooah, Kun Deng, Prashant G. Mehta

Publication date: 17 October 2014

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2014.02.009

zbMATH Keywords

model reductionnumerical simulationMarkov modelsstructure preservingmodel-based control

Mathematics Subject Classification ID

Nonlinear systems in control theory (93C10) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) System structure simplification (93B11)

Related Items (3)

A parameterised model order reduction method for parametric systems based on Laguerre polynomials ⋮ Distributed non-cooperative robust MPC based on reduced-order models ⋮ 11 Reduced-order modeling of large-scale network systems

Cites Work

• Balancing for nonlinear systems
• A subspace approach to balanced truncation for model reduction of nonlinear control systems
• An Introduction to Markov Processes
• Optimal Kullback-Leibler Aggregation via Spectral Theory of Markov Chains

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