Research Thesis Opportunity in Energy Systems
vor 3 Wochen
The growing integration of renewable energy sources presents unique challenges in the development of autonomous energy systems, particularly those not linked to a larger power grid. It is essential to consider extreme scenarios to ensure that energy demand is consistently met. Our team has devised a robust optimization methodology to identify and incorporate these extreme scenarios during the energy system optimization process. This approach, however, results in a multi-tier optimization challenge that can be computationally intensive to resolve.
- Your responsibilities for this thesis will include the implementation of machine learning surrogate models to substitute one of the optimization tiers, thereby enhancing computational efficiency.
- You will engage in the development of various machine learning models, such as neural networks and support vector machines, to derive optimal solutions for the optimization challenges.
- Subsequently, you will evaluate these models across different energy system optimization scenarios, encompassing linear, mixed-integer linear, and non-linear problems.
- Currently pursuing a master’s degree in engineering, computer science, simulation science, data science, or a related discipline.
- Proficient programming skills in Python.
- Preferably familiar with a prominent deep learning framework, such as PyTorch.
- Fluent in English or German, both spoken and written.
- Ability to work independently with strong analytical capabilities.
- Eagerness to learn and adapt to new methodologies.
We are engaged in addressing contemporary issues that significantly affect our society, providing you with the opportunity to contribute to meaningful change. We support your endeavors with:
- A clearly defined project topic with specific objectives, facilitating a prompt start.
- Interdisciplinary collaboration that merges physics, mathematics, computer science, and engineering.
- Comprehensive guidance from experienced and supportive colleagues.
- Access to excellent scientific and technical resources.
- High-quality technical equipment to enable effective remote work.
- A spacious research campus featuring green areas, promoting networking with peers and opportunities for physical activities alongside work.
-
Research Thesis Opportunity in Energy Efficiency
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Role: The construction industry presents significant opportunities for energy conservation and achieving the climate and energy consumption objectives set by Germany and the EU. Utilizing building simulation models, we can analyze energy consumption during operation from various perspectives. This project will leverage a toolchain that automatically...
-
Research Thesis Opportunity in Energy Efficiency
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Role: The construction industry presents significant opportunities for energy conservation and achieving the climate and energy consumption objectives set by Germany and the EU. Utilizing building simulation models, we can analyze energy consumption during operation from various perspectives. This project will leverage a toolchain that automatically...
-
Master Thesis Researcher
Vor 3 Tagen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the Job:Forschungszentrum Jülich is seeking a highly motivated researcher to work on a Master Thesis project focused on energy efficiency in buildings. The successful candidate will have the opportunity to contribute to the development of innovative solutions for reducing energy consumption in buildings.Key Responsibilities:Conduct in-depth analysis...
-
Master Thesis Researcher
vor 15 Stunden
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the Job:Forschungszentrum Jülich is seeking a highly motivated researcher to work on a Master Thesis project focused on energy efficiency in buildings. The successful candidate will have the opportunity to contribute to the development of innovative solutions for reducing energy consumption in buildings.Key Responsibilities:Conduct in-depth analysis...
-
Research Thesis Opportunity in Systems Biotechnology
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitYour Role: In the field of Systems Bio(tech)nology, quantifying enzyme activity within large-scale biochemical networks presents a significant challenge. This involves inferring unknown parameters from incomplete models and data that may contain errors. Bayesian analysis, particularly through Markov Chain Monte Carlo (MCMC) methods, has emerged as a...
-
Master Thesis Researcher
Vor 7 Tagen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the ProjectForschungszentrum Jülich is seeking a highly motivated Master Thesis Researcher to contribute to the development of novel Markov Chain Monte Carlo (MCMC) algorithms for inferring metabolic fluxes in large-scale biochemical networks.Key ResponsibilitiesDevelop and implement tailored MCMC algorithms for metabolic flux inferenceImplement...
-
Master Thesis Researcher
vor 12 Stunden
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the ProjectForschungszentrum Jülich is seeking a highly motivated Master Thesis Researcher to contribute to the development of novel Markov Chain Monte Carlo (MCMC) algorithms for inferring metabolic fluxes in large-scale biochemical networks.Key ResponsibilitiesDevelop and implement tailored MCMC algorithms for metabolic flux inferenceImplement...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitPosition Overview:The transition towards renewable energy sources presents unique challenges in the development of autonomous energy systems that operate independently from a central power grid. It is essential to account for extreme scenarios to ensure that energy demand is consistently met. Our team has devised a robust optimization strategy to tackle...
-
Master's Thesis Opportunity in Energy Simulation
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitPosition Overview:The construction industry holds substantial potential for energy conservation and achieving the climate and energy targets established by Germany and the EU. By utilizing building simulation frameworks, we can assess energy usage during operation from multiple viewpoints. The simulations are performed using a sophisticated toolchain that...
-
Master's Thesis Opportunity in Energy Efficiency
vor 4 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitPosition Overview:The construction industry holds substantial opportunities for enhancing energy efficiency and achieving the climate and energy targets established by Germany and the EU. By employing building simulation techniques, we can evaluate energy usage during operation from multiple angles. This analysis utilizes a sophisticated toolchain that...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitPosition Overview:The growing integration of variable renewable energy sources presents new challenges in the design of autonomous energy systems, specifically those not linked to a larger power grid. It is essential to consider extreme scenarios to ensure that energy demand is consistently met. Our team has developed a robust optimization methodology to...
-
Master Thesis Researcher
vor 1 Tag
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the JobWe are seeking a highly motivated and skilled researcher to join our team at Forschungszentrum Jülich. As a Master Thesis Researcher, you will have the opportunity to work on cutting-edge projects related to light-driven materials and conductive polymers.Key ResponsibilitiesConduct research on light-driven materials and conductive polymers,...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the JobWe are seeking a highly motivated and skilled individual to join our team at Forschungszentrum Jülich for a Master Thesis or Internship opportunity in the field of Quantum Optimization for Power Systems.Job DescriptionKey Responsibilities:Conduct a thorough review of classical partitioning algorithms and spectral methods based on Network...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the JobWe are seeking a highly motivated and skilled individual to join our team at Forschungszentrum Jülich for a Master Thesis or Internship opportunity in the field of Quantum Optimization for Power Systems.Job DescriptionKey Responsibilities:Conduct a thorough review of classical partitioning algorithms and spectral methods based on Network...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the JobWe are seeking a highly motivated and skilled individual to join our team at Forschungszentrum Jülich for a Master Thesis or Internship opportunity in the field of Quantum Optimization for Power Systems.Job DescriptionKey Responsibilities:Conduct a thorough review of classical partitioning algorithms and spectral methods based on Network...
-
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitAbout the JobWe are seeking a highly motivated and skilled individual to join our team at Forschungszentrum Jülich for a Master Thesis or Internship opportunity in the field of Quantum Optimization for Power Systems.Job DescriptionKey Responsibilities:Conduct a thorough review of classical partitioning algorithms and spectral methods based on Network...
-
PhD Opportunity in PEM Water Electrolysis Research
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitExciting Opportunity in Energy Materials ResearchWe are seeking a dedicated and enthusiastic individual to fill the position of Research Scientist focused on electrochemical systems. This role is part of a significant EU-funded initiative aimed at advancing our understanding of energy materials through innovative data analysis techniques.Key...
-
Research Scientist in Electrochemical Systems
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitOpportunity in Energy Materials ResearchWe are seeking a dedicated and innovative Research Scientist to contribute to our projects focused on electrochemical systems. This role is part of a significant EU-funded initiative aimed at advancing our understanding of PEM water electrolysis through data-driven methodologies.Key Responsibilities:Designing and...
-
Research Scientist in Electrochemical Systems
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitExciting Opportunity in Energy Materials ResearchWe are seeking a dedicated and innovative Research Scientist to contribute to groundbreaking projects in the field of electrochemical systems at Forschungszentrum Jülich. This role is part of a significant EU-funded initiative aimed at enhancing our understanding of PEM water electrolysis through advanced...
-
Research Scientist in Electrochemical Systems
vor 3 Wochen
Jülich, Nordrhein-Westfalen, Deutschland Forschungszentrum Jülich VollzeitOpportunity in Energy Materials ResearchWe are seeking a dedicated and innovative Research Scientist to contribute to pioneering projects in the field of electrochemical systems. This role is part of a significant EU-funded initiative aimed at advancing the understanding and application of PEM water electrolysis technologies.Key Responsibilities:Designing...
