@misc{WolfMeolaWeinrich2023, author = {Wolf, Klara and Meola, Alberto and Weinrich, S{\"o}ren}, title = {Optimization and meta-tuning of anaerobic digestion process prediction (Poster). KIDA-Fachtagung, Quedlinburg, September 2023}, year = {2023}, language = {en} } @misc{MeolaWeinrich2023, author = {Meola, Alberto and Weinrich, S{\"o}ren}, title = {Prediction of biomethane production from anaerobic digestion plants in intra-day resolution: Lessons learned and challenges. KIDA-Fachtagung, Quedlinburg, September 2023}, year = {2023}, language = {en} } @misc{HellmannWilmsStreifetal.2023, author = {Hellmann, Simon and Wilms, Terrance and Streif, Stefan and Weinrich, S{\"o}ren}, title = {Extended and unscented Kalman filter design for mass-based ADM1 simplification (Poster). 6th Doctoral Colloquium Bioenergy, G{\"o}ttingen, September 2023}, year = {2023}, language = {en} } @misc{FrontzekHellmannWilmsetal.2023, author = {Frontzek, Julius and Hellmann, Simon and Wilms, Terrance and Knorn, Steffi and Streif, Stefan and Weinrich, S{\"o}ren}, title = {Model predictive control of agricultural biogas plants with uncertain substrate characterization (Poster). 6th Doctoral Colloquium Bioenergy, G{\"o}ttingen, September 2023}, year = {2023}, language = {en} } @misc{MeolaWeinrich2023, author = {Meola, Alberto and Weinrich, S{\"o}ren}, title = {AI upscaling: Modeling a full-scale biogas reactor using lab-scale data with machine learning algorithms. 6th Doctoral Colloquium Bioenergy, G{\"o}ttingen, September 2023}, year = {2023}, language = {en} } @misc{HafnerKochCarrereetal.2019, author = {Hafner, Sasha D. and Koch, Konrad and Carrere, H{\´e}l{\`e}ne and Astals, Sergi and Weinrich, S{\"o}ren}, title = {Software for measurement and prediction of methane potential (Poster). 4th International conference on monitoring and process control of anaerobic digestion plants, Leipzig, M{\"a}rz 2019}, year = {2019}, language = {en} } @misc{WeinrichMaukyJacobi2017, author = {Weinrich, S{\"o}ren and Mauky, Eric and Jacobi, Hans-Fabian}, title = {Dynamic simulation of demand-oriented biogas production by a simplified kinetic model (Poster). DECHEMA Himmelfahrtstagung - Models for Developing and Optimising Biotech Production, Neu-Ulm, Mai 2017}, year = {2017}, language = {en} } @misc{WeinrichMaukyLiebetrau2019, author = {Weinrich, S{\"o}ren and Mauky, Eric and Liebetrau, Jan}, title = {Model-based control for demand-oriented power supply of anaerobic digestion plants. TU Chemnitz: Systems and Control Seminar, Chemnitz, Juni 2019}, year = {2019}, language = {en} } @misc{BonkCentlerKleinsteuberetal.2017, author = {Bonk, Fabian and Centler, Florian and Kleinsteuber, Sabine and Popp, Denny and Str{\"a}uber, Heike and Taraba, Daniela and Weinrich, S{\"o}ren}, title = {Modelling anaerobic digestion: From ADM1 to NGS-based metabolic network approaches (Poster). 3rd International conference on monitoring and process control of anaerobic digestion plants, Leipzig, M{\"a}rz 2017}, year = {2017}, language = {en} } @misc{WeinrichNelles2014, author = {Weinrich, S{\"o}ren and Nelles, Michael}, title = {Critical comparison of different model structures for the applied simulation of the anaerobic digestion process. Progress in Biogas III, Stuttgart, September 2014}, year = {2014}, language = {en} } @misc{WeinrichMaukyJacobi2017, author = {Weinrich, S{\"o}ren and Mauky, Eric and Jacobi, Hans-Fabian}, title = {Simulation of demand-oriented biogas production by a simplified kinetic model. Progress in Biogas IV, Stuttgart, M{\"a}rz 2017}, year = {2017}, language = {en} } @misc{WolfMeolaWeinrich2023, author = {Wolf, Klara M. and Meola, Alberto and Weinrich, S{\"o}ren}, title = {Optimization Pipeline Tuning for Machine Learning-based Anaerobic Digestion Predictive Models (Poster). 6th International conference on monitoring and process control of anaerobic digestion processes, Leipzig, M{\"a}rz 2023}, year = {2023}, language = {en} } @misc{MeolaWeinrich2023, author = {Meola, Alberto and Weinrich, S{\"o}ren}, title = {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, M{\"a}rz 2023}, year = {2023}, language = {en} } @misc{WinklerWeinrich2023, author = {Winkler, Manuel and Weinrich, S{\"o}ren}, title = {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, M{\"a}rz 2023}, year = {2023}, language = {en} } @misc{HellmannStreifWeinrich2023, author = {Hellmann, Simon and Streif, Stefan and Weinrich, S{\"o}ren}, title = {Extended and Unscented Kalman Filter Design for mass-based ADM1 Simplification. 6th International conference on monitoring and process control of anaerobic digestion processes, Leipzig, M{\"a}rz 2023}, year = {2023}, language = {en} } @misc{WeinrichMaukyJacobi2017, author = {Weinrich, S{\"o}ren and Mauky, Eric and Jacobi, Hans-Fabian}, title = {Simulation of demand-oriented biogas production by a simplified kinetic model. 25th European Biomass Conference and Exhibition, Stockholm, Schweden, Juni 2017}, year = {2017}, language = {en} } @misc{WeinrichDeloryAstalsetal.2022, author = {Weinrich, S{\"o}ren and Delory, F{\´e}lix and Astals, Sergi and Koch, Konrad and Hafner, Sasha D.}, title = {Simple kinetic models for clear comparison of anaerobic digestion at different scales and operating conditions. 17th IWA World Conference on Anaerobic Digestion, Ann Arbor, USA, Juni 2022}, year = {2022}, language = {en} } @misc{WeinrichWahmkowNelles2009, author = {Weinrich, S{\"o}ren and Wahmkow, Christine and Nelles, Michael}, title = {Chances in closed-loop process control of the anaerobic digestion of biomass. Conference on Organic Resources \& Biological Treatment (ORBIT 2009), Peking, China, November 2009}, year = {2009}, language = {en} } @misc{DeloryWeinrich2022, author = {Delory, F{\´e}lix and Weinrich, S{\"o}ren}, title = {Dynamic simulation of anaerobic mono-digestion of maize silage using a simplified ADM1 (Poster). 17th IWA World Conference on Anaerobic Digestion, Ann Arbor, USA, Juni 2022}, year = {2022}, language = {en} } @misc{HellmannHempelStreifetal.2022, author = {Hellmann, Simon and Hempel, Arne-Jens and Streif, Stefan and Weinrich, S{\"o}ren}, title = {Monitoring and control of agricultural biogas plants: Observability analyses of a simplified ADM1 (Poster). 17th IWA World Conference on Anaerobic Digestion, Ann Arbor, USA, Juni 2022}, year = {2022}, language = {en} } @misc{HellmannHempelStreifetal.2022, author = {Hellmann, Simon and Hempel, Arne-Jens and Streif, Stefan and Weinrich, S{\"o}ren}, title = {Monitoring and control of agricultural biogas plants: Observability and identifiability analysis of simplified ADM1 models (Poster). 5th Doctoral Colloquium Bioenergy, Leipzig, September 2022}, year = {2022}, language = {en} } @misc{WeinrichProeter2017, author = {Weinrich, S{\"o}ren and Pr{\"o}ter, J{\"u}rgen}, title = {Parameter estimation in anaerobic digestion: Critical evaluation of different experimental setups and model structures. 3rd International conference on monitoring and process control of anaerobic digestion plants, Leipzig, M{\"a}rz 2017}, year = {2017}, language = {en} } @misc{WinklerDotzauerMaukyetal.2021, author = {Winkler, Manuel and Dotzauer, Martin and Mauky, Eric and Weinrich, S{\"o}ren}, title = {Electricity-Market-Driven Optimization of Agricultural Biogas Plant Operation. 5th International conference on monitoring and process control of anaerobic digestion processes, Online, M{\"a}rz 2021}, year = {2021}, language = {en} } @misc{WeinrichSchaeferProeteretal.2019, author = {Weinrich, S{\"o}ren and Sch{\"a}fer, Franziska and Pr{\"o}ter, J{\"u}rgen and Liebetrau, Jan}, title = {Value of batch tests for estimating biogas potentials and degradation kinetics in anaerobic digestion. 4th International conference on monitoring and process control of anaerobic digestion plants, Leipzig, M{\"a}rz 2019}, year = {2019}, language = {en} } @misc{WeinrichProeter2018, author = {Weinrich, S{\"o}ren and Pr{\"o}ter, J{\"u}rgen}, title = {Estimating biogas potential and degradation kinetics in anaerobic digestion: Critical evaluation of different experimental setups and model structures. Biogas Science, Turin, Italien, September 2018}, year = {2018}, language = {en} } @misc{WeinrichProeterLiebetrau2021, author = {Weinrich, S{\"o}ren and Pr{\"o}ter, J{\"u}rgen and Liebetrau, Jan}, title = {Estimating biomethane potentials (BMP) and degradation kinetics in anaerobic digestion. Progress in Biogas V, Online, September 2021}, year = {2021}, language = {en} } @misc{WeinrichProeterLiebetrau2022, author = {Weinrich, S{\"o}ren and Pr{\"o}ter, J{\"u}rgen and Liebetrau, Jan}, title = {Inter-laboratory comparison of anaerobic batch tests and chemical analyses for estimating biomethane potentials and first-order kinetics (Poster). 17th IWA World Conference on Anaerobic Digestion, Ann Arbor, USA, Juni 2022}, year = {2022}, language = {en} } @misc{WinklerMaukyWeinrich2019, author = {Winkler, Manuel and Mauky, Eric and Weinrich, S{\"o}ren}, title = {Model-based process optimization of biogas plant operation. 4th International conference on monitoring and process control of anaerobic digestion plants, Leipzig, M{\"a}rz 2019}, year = {2019}, language = {en} } @misc{LiebetrauWeinrichProeter2014, author = {Liebetrau, Jan and Weinrich, S{\"o}ren and Pr{\"o}ter, J{\"u}rgen}, title = {Efficiency of biogas production. Conference of the European Biogas Association (EBA), Alkmaar, Niederlande, Oktober 2014}, year = {2014}, language = {en} } @misc{LiebetrauMaukyWeinrichetal.2019, author = {Liebetrau, Jan and Mauky, Eric and Weinrich, S{\"o}ren and Daniel-Gromke, Jaqueline}, title = {Flexible Biogas Systems. Biosystems Engineering Conference, Tartu, Estland, Mai 2019}, year = {2019}, language = {en} } @misc{LiebetrauWeinrichMaukyetal.2017, author = {Liebetrau, Jan and Weinrich, S{\"o}ren and Mauky, Eric and Nelles, Michael}, title = {Critical comparison of different model structures for practical simulation of anaerobic digestion. 15th IWA World Conference on Anaerobic Digestion, Beijing, China, Oktober 2017}, year = {2017}, language = {en} } @misc{LabischWeinrichPfeifferetal.2018, author = {Labisch, Daniel and Weinrich, S{\"o}ren and Pfeiffer, Bernd-Markus and Grieb, Herbert}, title = {Application of Extended Kalman Filter as Soft Sensor for Anaerobic Digestion Plants. 3rd International conference on monitoring and process control of anaerobic digestion plants, Leipzig, M{\"a}rz 2017}, year = {2018}, language = {en} } @misc{KretzschmarWeinrich2022, author = {Kretzschmar, J{\"o}rg and Weinrich, S{\"o}ren}, title = {Advanced monitoring and control of anaerobic digestion. VAAM-Jahrestagung, Online, Februar 2022}, year = {2022}, language = {en} } @misc{MaukyWeinrichWinkleretal.2019, author = {Mauky, Eric and Weinrich, S{\"o}ren and Winkler, Manuel and Liebetrau, Jan}, title = {Demand-driven biogas production by substrate management: Investigations in process stability at different scales. 16th IWA World Conference on Anaerobic Digestion, Delft, Niederlande, Juni 2019}, year = {2019}, language = {en} } @misc{MeolaWeinrich2022, author = {Meola, Alberto and Weinrich, S{\"o}ren}, title = {Optimisation of data preparation and stochastic models' hyperparameters for prediction of dynamic biomethane production. 17th IWA World Conference on Anaerobic Digestion, Ann Arbor, USA, Juni 2022}, year = {2022}, language = {en} } @misc{MeolaWeinrich2022, author = {Meola, Alberto and Weinrich, S{\"o}ren}, title = {Dynamic modelling of anaerobic biomethane production rates using stochastic algorithms. 5th Doctoral Colloquium Bioenergy, Leipzig, September 2022}, year = {2022}, language = {en} } @misc{SchuechWeinrichEngleretal.2016, author = {Sch{\"u}ch, Andrea and Weinrich, S{\"o}ren and Engler, Nils and Liebetrau, Jan and Nelles, Michael}, title = {Utilisation of waste biomass and organic residues for multisubstrate anaerobic co-digestion. 10th International Conference on Circular Economy and Organic Waste, Heraklion, Griechenland, Mai 2016}, year = {2016}, language = {en} } @misc{Weinrich2021, author = {Weinrich, S{\"o}ren}, title = {Opportunities and challenges in anaerobic process modelling. 5th International conference on monitoring and process control of anaerobic digestion processes, Online, M{\"a}rz 2021}, year = {2021}, language = {en} } @misc{WeinrichAstalsHafneretal.2022, author = {Weinrich, S{\"o}ren and Astals, Sergi and Hafner, Sasha D. and Koch, Konrad}, title = {Better BMP Workshop: How to accurately measure biochemical methane potential - Introduction to BMP measurement. 17th IWA World Conference on Anaerobic Digestion, Ann Arbor, USA, Juni 2022}, year = {2022}, language = {en} }