INCOSE IS 2025 Tutorial

Contents:

  • Open Source System Modeling with Python and Generative AI
    • Presenters
    • Instructions
    • Notebook Links
      • Shortened URL: https://tinyurl.com/yc5vc4vz
      • Exercise Solutions URL: https://tinyurl.com/bdhaz8yj
  • Presentation
    • Introduction
    • Open Source Ecosystem
    • Systems Engineering Library (se-lib) Goals
    • se-lib Current Capabilities
    • se-lib General Usage Features
    • Use Case Models
    • Sequence Models
    • Discrete Event Modeling
    • Continuous Systems Modeling with System Dynamics
    • Graphical User Interface
    • Causal Analysis
    • Requirements Modeling
    • Project Modeling
    • Integrated Requirements, Effort and Staffing Models
    • Quantitative Fault Tree Analysis
    • Excel Data Import
    • se-lib Further Information
  • Python Introduction
    • Hello World
    • Python Operators
      • Arithmetic Operators
      • Logical Operators
      • Comparison Operators in Python
    • Lists
    • Conditionals
      • Basic Structure
      • Explanation
    • Iteration
      • For Loops
        • Generate List in a For Loop
      • While Loop
    • Dictionaries
    • se-lib Usage
      • Inputs
      • Outputs
    • Random Number Examples
    • Importing Modules
    • Functions
    • Objects
      • List object attributes and methods
    • Reading Input From The User
    • Exception Handling
  • NumPy
    • Numpy Random Number Distributions with Matplotlib Visualization
  • Matplotlib
    • Random Number Scatter Plot
  • Pandas
  • SciPy
  • Python Exercises
    • Exercise 1: List of Random Numbers
    • Exercise 2: Sum and Average
    • Exercise 3: Delay Times
    • Exercise 4: For Loops
    • Exercise 5: While Loops
  • se-lib Examples
    • install se-lib
    • Causal Diagram
    • Critical Path Analysis
    • Quantitative Fault Tree
    • Sequence Diagram
    • System Dynamics Model
    • Discrete Event Model
      • Discrete event modeling functions
    • init_de_model()
    • add_source(name, connections, num_entities, interarrival_time)
    • add_server(name, connections, service_time, capacity=1)
    • add_delay(name, connections, delay_time)
    • add_terminate(name)
    • run_model(verbose=True)
    • draw_model_diagram()
    • Fault Tree
    • Use Case Model
    • Sequence Model
    • Context Model
    • Requirements Model
    • Read Fault Tree from Excel
    • Design Structure Matrix
    • Work Breakdown Structure
    • Extended Example: Target Shooter System
  • se-lib Exercises
    • Exercise 1: Water Pump Fault Trees
    • Exercise 2: Bank ATM Sequence Diagram
    • Exercise 3: Course Portal Context Diagram
    • Exercise 4: Electric Car Charging Simulation
    • Exercise 5: Ship Dry Dock Utilization
  • SysML v2 Parts as Python Objects
    • Converting Python Objects to SysML v2
    • Writing the SysML v2 to a *.sysml file
  • Generative AI Usage
    • Model Diagramming
    • Data Input and Analysis
      • upload Excel file and process it with Pandas
INCOSE IS 2025 Tutorial
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