CORDIS Project
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The COMPLETE project develops a framework for nonlinear system identification that enhances existing models by integrating black-box techniques. This approach aims to improve model accuracy and interpretability in complex dynamical systems across various engineering fields, including mechanical, electrical, and biomedi…
Systems and control engineers aim to master increasingly complex dynamical systems while including stronger performance, operational and energy constraints.
As model-based control design remains the dominant paradigm, this results in an increasing need for nonlinear modeling.
However, model interpretability and generalization capabilities form important roadblocks for a wide adaptation and applicability of nonlinear system identification methods.Strong prior knowledge is given by existing models…
TECHNISCHE UNIVERSITEIT EINDHOVEN
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