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eess.SY2026
Global Parameter Identification and Uncertainty Quantification of reduced-order ADM1 using Maximum Likelihood Estimation and Bayesian Inference
Simon Hellmann, Leander Lerch, Terrance Wilms +6
Anaerobic digestion (AD) models can be challenging to calibrate against real data due to limited practical identifiability, data scarcity, and model complexity. Weighted least squa…
eess.SY2023★ 5 cited
Comparison of Unscented Kalman Filter Design for Agricultural Anaerobic Digestion Model
Simon Hellmann, Terrance Wilms, Stefan Streif +1
Dynamic operation of biological processes, such as anaerobic digestion (AD), requires reliable process monitoring to guarantee stable operating conditions at all times. Unscented K…