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Big data generation platform for battery faults under real-world variances2025 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access cited by 1 patent
Daniel Luder, Wenjiong Cao, Philipp Dechent, Elias Barbers, Stephan Bihn, Lishuo Liu, +3 more
16citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Hybrid Fault Detection and Isolation for the Fuel Turbopump Subsystem of the LOX/LNG Expander-Bleed Rocket Engine LUMEN2026 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Fault Detection and Control Systems Open access
Eldin Kurudzija, Marcos Quiñones-Grueiro, Kai Dresia, Austin Coursey, Gautam Biswas, Jan C. Deeken, +1 more
0citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan Schlake, Christian Möbitz, Thomas Gries
0citations -
Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting2024 The International Journal of Advanced Manufacturing Technology article Engineering Fault Detection and Control Systems Open access
Maximilian Rudack, Michael Rom, Lukas Bruckmeier, Mario Moser, Björn Pustal, Andreas Bührig–Polaczek
3citations -
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access
Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten
21citations
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