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Real‐Time Optimal Control of High‐Dimensional Parametrized Systems by Deep Learning‐Based Reduced Order Models

open access: yesInternational Journal for Numerical Methods in Engineering, Volume 127, Issue 1, 15 January 2026.
ABSTRACT Steering a system towards a desired target in a very short amount of time is a challenging task from a computational standpoint. Indeed, the intrinsically iterative nature of optimal control problems requires multiple simulations of the state of the physical system to be controlled. Moreover, the control action needs to be updated whenever the
Matteo Tomasetto   +2 more
wiley   +1 more source

Enhancing Efficiency in Coal-Fired Boilers Using a New Predictive Control Method for Key Parameters. [PDF]

open access: yesSensors (Basel)
Li Q   +10 more
europepmc   +1 more source

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