Master Thesis (f/m/x) - Dynamic mapping of SysML models to knowledge graph for System Analysis Plans
Vor 30+ TagenDas könntest du laut kununu User:innen als Absolvent:in in Forschung/Entwicklung verdienen
Der Stellenanzeigentext wurde mithilfe von kununu intelligence (ki) analysiert und strukturiert.
Deine Aufgaben
System Modeling Language (SysML) is widely used in Model-Based Systems Engineering (MBSE) to represent the structure, behavior, and requirements of complex systems such as space systems. During the design of space systems, engineers usually changes design parameters, with the aim of finding affordable designs. System analysis helps engineers to analyze the effect of changes in design parameters dynamically across the system. To improve the outcome of system analysis, SysML models can be transformed into knowledge graphs, with the aim of increasing data interoperability across subsystems. The goal of this thesis is to investigate techniques of mapping SysML models into knowledge graph for system representation. A prototype should be developed and evaluated across CODAD, a digital twin tool for identifying and analyzing configurations.
- Literature review on existing approaches for mapping SysML elements to knowledge graph
- Develop a prototype within CODAD to map sysML elements into knowledge graph automatically or semi-automatically
- Evaluate the prototype using a representative model within CODAD
- Provide recommendation and identify limitations when transforming sysML elements into knowledge graph
Dein Profil
- You are studying Computer Science, Systems Engineering, or a related field.
- You own good knowledge in programming, preferably in Python.
- You have good understanding of MBSE tools, such as SysML V2.
- Furthermore, you have interest in knowledge representation, ontologies, or semantic modeling.
What to expect
System Modeling Language (SysML) is widely used in Model-Based Systems Engineering (MBSE) to represent the structure, behavior, and requirements of complex systems such as space systems. During the design of space systems, engineers usually changes design parameters, with the aim of finding affordable designs. System analysis helps engineers to analyze the effect of changes in design parameters dynamically across the system. To improve the outcome of system analysis, SysML models can be transformed into knowledge graphs, with the aim of increasing data interoperability across subsystems. The goal of this thesis is to investigate techniques of mapping SysML models into knowledge graph for system representation. A prototype should be developed and evaluated across CODAD, a digital twin tool for identifying and analyzing configurations.
Your tasks
- Literature review on existing approaches for mapping SysML elements to knowledge graph
- Develop a prototype within CODAD to map sysML elements into knowledge graph automatically or semi-automatically
- Evaluate the prototype using a representative model within CODAD
- Provide recommendation and identify limitations when transforming sysML elements into knowledge graph
Your profile
- You are studying Computer Science, Systems Engineering, or a related field.
- You own good knowledge in programming, preferably in Python.
- You have good understanding of MBSE tools, such as SysML V2.
- Furthermore, you have interest in knowledge representation, ontologies, or semantic modeling.
Ähnliche Jobs, die dich interessieren könnten
