A request for systems engineering data, with the aim of using it in a master's thesis
Posted: Sun Jan 28, 2024 9:22 am America/New_York
I am a master's student in aerospace engineering.
Currently, I have defined the topic of my thesis, "the use of artificial intelligence in the systems engineering process of space systems". The goal is to use the knowledge of machine learning ML and natural language processing NLP to make the processes related to the requirements engineering phase, from the system engineering phases, a little better, shorter and more optimized. In the requirements engineering phase, a lot of documents must be reviewed and approved.
This work is done by examining the project requirements documents at different levels. This is done by reviewing project requirements documents at various levels. In this way, the project requirements document is entered into an artificial intelligence software based on machine learning and natural language processing, then, the software analyzes them by analyzing the textual data of the requirements documents.
The output of the software will be several Word or PDF files in which the requirements are categorized according to their types, such as functional, physical, performance, etc. (which are divided into 13 categories based on sources) and for this reason, in the upcoming phases of SE, for example in the verification and validation phase, the workflow will be much clearer and faster for the experts.
As a master's student who dreamed of space since childhood, today I am working on such a project that I have defined myself; Based on my strong interest in three areas of space science, system engineering and artificial intelligence. Therefore, to reach the final goal of the project, I need information about the system design phases of several projects so that I can develop my artificial intelligence model.
What I need is requirements documents at different levels of multiple projects (i.e. multiple satellites or simple space objects); they don't need to be operational missions now. Only its correctness is the criterion for me, and what space organization is more accurate and precise than NASA? Therefore, I need your help.
It would be an honor for me if NASA helps me with my project.
your sincerely
Mahdi
Currently, I have defined the topic of my thesis, "the use of artificial intelligence in the systems engineering process of space systems". The goal is to use the knowledge of machine learning ML and natural language processing NLP to make the processes related to the requirements engineering phase, from the system engineering phases, a little better, shorter and more optimized. In the requirements engineering phase, a lot of documents must be reviewed and approved.
This work is done by examining the project requirements documents at different levels. This is done by reviewing project requirements documents at various levels. In this way, the project requirements document is entered into an artificial intelligence software based on machine learning and natural language processing, then, the software analyzes them by analyzing the textual data of the requirements documents.
The output of the software will be several Word or PDF files in which the requirements are categorized according to their types, such as functional, physical, performance, etc. (which are divided into 13 categories based on sources) and for this reason, in the upcoming phases of SE, for example in the verification and validation phase, the workflow will be much clearer and faster for the experts.
As a master's student who dreamed of space since childhood, today I am working on such a project that I have defined myself; Based on my strong interest in three areas of space science, system engineering and artificial intelligence. Therefore, to reach the final goal of the project, I need information about the system design phases of several projects so that I can develop my artificial intelligence model.
What I need is requirements documents at different levels of multiple projects (i.e. multiple satellites or simple space objects); they don't need to be operational missions now. Only its correctness is the criterion for me, and what space organization is more accurate and precise than NASA? Therefore, I need your help.
It would be an honor for me if NASA helps me with my project.
your sincerely
Mahdi