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Weinrich, Sören (12)
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2023 (12)
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Lecture
(9)
Conference Proceeding
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English (12)
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AI upscaling: Modeling a full-scale biogas reactor using lab-scale data with machine learning algorithms. 6th Doctoral Colloquium Bioenergy, Göttingen, September 2023
(2023)
Meola, Alberto
;
Weinrich, Sören
Comparative Model-based Estimation of Biochemical Methane Potential and Degradation Kinetics in Batch and Continuous Operation at two Scales. 6th International conference on monitoring and process control of anaerobic digestion processes, Leipzig, März 2023
(2023)
Winkler, Manuel
;
Weinrich, Sören
Extended and unscented Kalman filter design for mass-based ADM1 simplification (Poster). 6th Doctoral Colloquium Bioenergy, Göttingen, September 2023
(2023)
Hellmann, Simon
;
Wilms, Terrance
;
Streif, Stefan
;
Weinrich, Sören
Extended and Unscented Kalman Filter Design for mass-based ADM1 Simplification. 6th International conference on monitoring and process control of anaerobic digestion processes, Leipzig, März 2023
(2023)
Hellmann, Simon
;
Streif, Stefan
;
Weinrich, Sören
Hybrid modelling of dynamic anaerobic digestion process in full-scale with LSTM NN and BMP measurements
(2023)
Meola, Alberto
;
Weinrich, Sören
Metaheuristic optimization of data preparation and machine learning hyperparameters for prediction of dynamic methane production
(2023)
Meola, Alberto
;
Winkler, Manuel
;
Weinrich, Sören
Model predictive control of agricultural biogas plants with uncertain substrate characterization (Poster). 6th Doctoral Colloquium Bioenergy, Göttingen, September 2023
(2023)
Frontzek, Julius
;
Hellmann, Simon
;
Wilms, Terrance
;
Knorn, Steffi
;
Streif, Stefan
;
Weinrich, Sören
Model-based Prediction of Dynamic Methane Production at Laboratory-Scale with Machine Learning. 6th International conference on monitoring and process control of anaerobic digestion processes, Leipzig, März 2023
(2023)
Meola, Alberto
;
Weinrich, Sören
Observability and identifiability analyses of process models for agricultural anaerobic digestion plants
(2023)
Hellmann, Simon
;
Hempel, Arne-Jens
;
Streif, Stefan
;
Weinrich, Sören
Optimization and meta-tuning of anaerobic digestion process prediction (Poster). KIDA-Fachtagung, Quedlinburg, September 2023
(2023)
Wolf, Klara
;
Meola, Alberto
;
Weinrich, Sören
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