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Veröffentlicht/Copyright:
29. Mai 2025
Published Online: 2025-05-29
Published in Print: 2025-06-26
©2025 Walter de Gruyter GmbH, Berlin/Boston
Artikel in diesem Heft
- Frontmatter
- Editorial
- Data-driven and learning-based control – perspectives and prospects
- Methods
- Towards explainable data-driven predictive control with regularizations
- Two-component controller design to safeguard data-driven predictive control
- Robustness of online identification-based policy iteration to noisy data
- Koopman-based control of nonlinear systems with closed-loop guarantees
- Applications
- Data-driven feedback optimization for particle accelerator application
- Application of stochastic model predictive control for building energy systems using latent force models
- Learning-based model identification for greenhouse climate control
Artikel in diesem Heft
- Frontmatter
- Editorial
- Data-driven and learning-based control – perspectives and prospects
- Methods
- Towards explainable data-driven predictive control with regularizations
- Two-component controller design to safeguard data-driven predictive control
- Robustness of online identification-based policy iteration to noisy data
- Koopman-based control of nonlinear systems with closed-loop guarantees
- Applications
- Data-driven feedback optimization for particle accelerator application
- Application of stochastic model predictive control for building energy systems using latent force models
- Learning-based model identification for greenhouse climate control