In the third chapter of this project, the background related to the datasets, the data models used, and the tools and methods used to analyze them will be covered. The high-level contents of this chapter are:

  • Description of data set and data model: Diving deeper into the data model this part of the chapter will introduce the database used, its architecture and intricacies.

  • Network/Graph model: The description of the graph model will give an insight into the transformation of the original database into a network representation of an engineering system.

  • Quantitative analysis: The final part of this chapter will give insights into the quantitative tools used throughout the analysis.

  • Tools and systematic approach: description of high level tools.

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