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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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David Rot

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Open access Sep 2026

Impedance-Based Temperature Estimation in Induction Hardening Using a UKF with FEM-Trained Hybrid Surrogate Models

This paper presents a method for estimating the internal temperature field of a cylindrical workpiece during an induction hardening process using an Unscented Kalman Filter (UKF). Since the internal temperature distribution cannot be measured online, the estimator infers this field by exploiting its direct physical eff...

M. Kadlec, Jakub Ševčík, Vaclav Smidl et al. · 0 citations

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