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Physical Review Accelerators and Beams

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Estimation of superconducting cavity bandwidth and detuning using a Luenberger observer

Bozo Richter ^1,2,*, Andrea Bellandi ³, Julien Branlard ¹, Leon Speidel⁴, and Annika Eichler ^1,2

¹Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
²Technische Universität Hamburg TUHH, Am Schwarzenberg-Campus 1, 22549, Hamburg, Germany
³Belgian Nuclear Research Centre SCK-CEN, Boeretang 200, 2400 Mol, Belgium
⁴Universität Hamburg UHH, Mittelweg 177, 22549, Hamburg, Germany

^*Contact author: bozo.richter@desy.de

Online detuning and beam-loading estimation in pulsed superconducting radio-frequency cavities via beam-pulse-aware unscented Kalman filtering

Zheyu Tan, Zhexin Xie, Meng Li, Zhencheng Mu, and Kai Guo

J. Inst. 21 P09032 (2026)

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ISSN 2469-9888 (online).

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