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Master Thesis – Data-Driven System Identification for Dynamic Modeling of rSOC-Systems
Master Thesis – Data-Driven System Identification for Dynamic Modeling of rSOC-Systems
Forschungszentrum Jülich GmbH
Jülich
In previous projects, a detailed dynamic model of the system was developed based on first-principle (white-box) approaches. While such models provide valuable insight, advanced model-based control methods such as Model Predictive Control (MPC) are often limited by discrepancies between the nominal and the actual system behavior. The objective of this thesis is to improve model accuracy through data-driven modeling and parameter estimation techniques. Potential approaches include data-driven parameter estimation for white-box models, the development of black-box models using machine learning methods (e. g., neural networks) and their combination (grey-box). * Literature review on dynamic modeling (system identification), especially data-driven approaches and comparison of past system identification for rSOC * Analysis of results: Potential comparison of different system models ...
In previous projects, a detailed dynamic model of the system was developed based on first-principle (white-box) approaches. While such models provide valuable insight, advanced model-based control methods such as Model Predictive Control (MPC) are often limited by discrepancies between the nominal and the actual system behavior. The objective of this thesis is to improve model accuracy through data-driven modeling and parameter estimation techniques. Potential approaches include data-driven parameter estimation for white-box models, the development of black-box models using machine learning methods (e. g., neural networks) and their combination (grey-box). * Literature review on dynamic modeling (system identification), especially data-driven approaches and comparison of past system identification for rSOC * Analysis of results: Potential comparison of different system models ...
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Senior Consultant (m/w/d) Strategy
Senior Consultant (m/w/d) Strategy
HAPEKO Deutschland GmbH
Berlin, Frankfurt, München, Hamburg, Stuttgart, Mannheim, Aachen, Hannover, Düsseldorf, Home-Office
Teilweise Home-Office
Anschreiben nicht erforderlich
Entwicklung praxisnaher Lösungen – von End-to-End-Performance-Steigerungen über Operating Models bis hin zu Transformationen und neuen Organisationsstrukturen
Entwicklung praxisnaher Lösungen – von End-to-End-Performance-Steigerungen über Operating Models bis hin zu Transformationen und neuen Organisationsstrukturen
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Ingenieurinnen / Ingenieure oder Architektinnen / Architekt (w/m/d) mit dem Schwerpunkt Projektmanagement für den Bundesbau
Ingenieurinnen / Ingenieure oder Architektinnen / Architekt (w/m/d) mit dem Schwerpunkt Projektmanagement für den Bundesbau
Bau- und Liegenschaftsbetrieb NRW
Aachen
Teilweise Home-Office
Abgerundet wird Ihr Profil durch erste Kenntnisse und Erfahrungen im Bereich Building Information Modeling (BIM) – (wünschenswert)
Abgerundet wird Ihr Profil durch erste Kenntnisse und Erfahrungen im Bereich Building Information Modeling (BIM) – (wünschenswert)
Ingenieurin / Ingenieur oder Architektin / Architekt (w/m/d) als Projektleitung für das Baumanagement
Ingenieurin / Ingenieur oder Architektin / Architekt (w/m/d) als Projektleitung für das Baumanagement
Bau- und Liegenschaftsbetrieb NRW
Aachen
Teilweise Home-Office
Abgerundet wird Ihr Profil durch erste Kenntnisse und Erfahrungen im Bereich Building Information Modeling (BIM) sowie durch qualifiziertes Wissen im Bereich baurelevanter Rechtsvorschriften (z. B. HOAI, VOB, VgV und AHO)
Abgerundet wird Ihr Profil durch erste Kenntnisse und Erfahrungen im Bereich Building Information Modeling (BIM) sowie durch qualifiziertes Wissen im Bereich baurelevanter Rechtsvorschriften (z. B. HOAI, VOB, VgV und AHO)
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GenAI Architect (all genders)
GenAI Architect (all genders)
adesso SE
Aachen, Berlin, Bonn, Bremen, Dortmund, Dresden, weitere Standorte in DE
Teilweise Home-Office
Anschreiben nicht erforderlich
MCP-Strategie etablieren: Du definierst Model-Context-Protocol-basierte Integrationsmuster zur strukturierten Tool- und Kontextanbindung.
MCP-Strategie etablieren: Du definierst Model-Context-Protocol-basierte Integrationsmuster zur strukturierten Tool- und Kontextanbindung.
Software Engineer Conversational AI (all genders)
Software Engineer Conversational AI (all genders)
adesso SE
Aachen, Augsburg, Berlin, Bonn, Bremen, Dortmund
Teilweise Home-Office
Anschreiben nicht erforderlich
Tool Use & Integration: Du befähigst den AI Agent durch die Anbindung von REST-APIs (Backend-Integration) oder per MCP (Model Context Protocol) dazu, nicht nur zu chatten, sondern echte Aktionen in Drittsystemen auszuführen ('Agentic AI').
Tool Use & Integration: Du befähigst den AI Agent durch die Anbindung von REST-APIs (Backend-Integration) oder per MCP (Model Context Protocol) dazu, nicht nur zu chatten, sondern echte Aktionen in Drittsystemen auszuführen ('Agentic AI').
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Principal Engineer Quality Automation & Inspection
Principal Engineer Quality Automation & Inspection
West Pharmaceutical Services Deutschland GmbH & Co. KG
Eschweiler
Knowledge of ISO / ASME GD&T requirements, interpreting 2D engineering drawings and 3D models
Knowledge of ISO / ASME GD&T requirements, interpreting 2D engineering drawings and 3D models
Master Thesis - Adaptive observer design for reversible solid oxide cell systems
Master Thesis - Adaptive observer design for reversible solid oxide cell systems
Forschungszentrum Jülich GmbH
Jülich
In previous works, conventional control approaches were experimentally investigated, and a dynamic system model was developed. * Literature review on dynamic modeling (system identification), observer design and comparison of existing observer strategies for rSOC * Development of model-based observer strategies for temperature distribution and other important variables for control. * Strong interest in control engineering, system dynamics and mathematical modeling
In previous works, conventional control approaches were experimentally investigated, and a dynamic system model was developed. * Literature review on dynamic modeling (system identification), observer design and comparison of existing observer strategies for rSOC * Development of model-based observer strategies for temperature distribution and other important variables for control. * Strong interest in control engineering, system dynamics and mathematical modeling
Postdoc - Design of Experiment and Digital Process Optimization for CO2 Electrolysis
Postdoc - Design of Experiment and Digital Process Optimization for CO2 Electrolysis
Forschungszentrum Jülich GmbH
Jülich
Conceptualization and implementation of degradation models for electrolysis * Flexibility: Flexible working time models, including options close to full-time, allow you to tailor your working hours to suit your individual needs
Conceptualization and implementation of degradation models for electrolysis * Flexibility: Flexible working time models, including options close to full-time, allow you to tailor your working hours to suit your individual needs
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early birds and night owls alike can shape their workday thanks to a flexible working model.
Early birds and night owls alike can shape their workday thanks to a flexible working model.
Work your way: and night owls - thanks to a flexible working model you can organise your working day yourself
Work your way: and night owls - thanks to a flexible working model you can organise your working day yourself
Work your way: and night owls - thanks to a flexible working model you can organise your working day yourself
Work your way: and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Work your way: Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Work your way: Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
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Security Software Engineer HSM & Cryptography (m/f/d)
Security Software Engineer HSM & Cryptography (m/f/d)
Utimaco GmbH
Aachen, Düsseldorf, EMEA, Neu-Isenburg
Teilweise Home-Office
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early birds and night owls alike can shape their workday thanks to a flexible working model.
Early birds and night owls alike can shape their workday thanks to a flexible working model.
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Founders Associate HIWI- Fokus Financials & Investor Readiness (w/m/d)
Founders Associate HIWI- Fokus Financials & Investor Readiness (w/m/d)
nextAudit UG (haftungsbeschränkt)
Aachen
Teilweise Home-Office
Unterstützung beim Financial Modeling (Forecasts, Szenarien, Budgetplanung)
Unterstützung beim Financial Modeling (Forecasts, Szenarien, Budgetplanung)
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself
Early risers and night owls - thanks to a flexible working model you can organise your working day yourself