NOC:Introduction to System Dynamics Modeling


Lecture 1 - Introduction to Systems Thinking


Lecture 2 - Systems Thinking and System Dynamics


Lecture 3 - Causal Loop Diagram (CLD)


Lecture 4 - Guidelines to build CLD - I


Lecture 5 - Guidelines to build CLD - II


Lecture 6 - Guidelines to build CLD - III


Lecture 7 - Examples of CLD


Lecture 8 - Study Traffic Congestion using CLD - I


Lecture 9 - Study Traffic Congestion using CLD - II


Lecture 10 - Stock and Flow Diagram Brief History


Lecture 11 - Stock and Flow Diagram: Basics - I


Lecture 12 - Stock and Flow Diagram: Basics - II


Lecture 13 - Stock and Flow Diagram: Basics - III


Lecture 14 - Graphical Integration


Lecture 15 - Patterns of Behaviour: Types


Lecture 16 - Dynamics of Positive Feedback systems


Lecture 17 - Doubling Time in Positive Feedback systems


Lecture 18 - Introduction to Modeling using Vensim software


Lecture 19 - Dynamics of Negative Feedback system: Introduction


Lecture 20 - Dynamics of Negative Feedback System: Modelling in Vensim


Lecture 21 - Negative Feedback Loop: Analytical equation


Lecture 22 - Dynamics of Negative Feedback System: Extension of Model


Lecture 23 - Zero-Value Goal system, Positive and Negative Loop Systems


Lecture 24 - Dynamic of Simple Structures: S-Shaped Growth limited by Capacity


Lecture 25 - Dynamic of Simple Structures: S-Shaped Growth- Conversion of CLD to SFD


Lecture 26 - Dynamic of Simple Structures: S-Shaped Growth- Customisation in Vensim


Lecture 27 - Dynamic of Simple Structures: Extension of model to include death rate


Lecture 28 - Dynamic of Simple Structures: Examples of systems exhibiting S-shaped growth


Lecture 29 - Dynamic of Simple Structures: Second Structure of S-Shaped Growth


Lecture 30 - Dynamic of Simple Structures: SFD of New Products


Lecture 31 - Diffusion Model and parameter estimation - I


Lecture 32 - Diffusion Model and parameter estimation - II


Lecture 33 - Bass Diffusion Model


Lecture 34 - Bass Diffusion Model (Continued...)


Lecture 35 - Modeling Delays: Material Delay


Lecture 36 - Modeling Delays: Graphical Representation


Lecture 37 - Modeling Delays: Higher order Material Delay


Lecture 38 - Delays: Information Delay


Lecture 39 - Delays: Modeling Information Delay


Lecture 40 - Delays: Higher Order Information Delay


Lecture 41 - Second Order Systems: Romeo and Juliet Model


Lecture 42 - Second Order Systems: The Red and the Black, Gone with the Wind


Lecture 43 - Modeling Oscillations - Part I


Lecture 44 - Modeling Oscillations - Part II


Lecture 45 - Modeling Non-linear Relations: Introduction


Lecture 46 - Modeling Non-linear Relations: Table or Lookup function


Lecture 47 - Formulation Non Linear Relationship Table Functions - Part I


Lecture 48 - Formulation Non Linear Relationship Table Functions - Part II


Lecture 49 - Stock Management Structure - Part I


Lecture 50 - Stock Management Structure - Part II


Lecture 51 - Supply Chain Models - I


Lecture 52 - Supply Chain Models - II


Lecture 53 - Supply Chain Models - III


Lecture 54 - Supply Chain Models - IV


Lecture 55 - Modeling Example: Societal Ageing


Lecture 56 - Testing System Dynamics Models: Introduction with Example 1


Lecture 57 - Testing System Dynamics Models: Example 2


Lecture 58 - Testing System Dynamics Models: Example 3


Lecture 59 - Model Validation and Policy design


Lecture 60 - Sensitivity analysis and policy analysis


Lecture 61 - Modeling Example


Lecture 62 - System Archetypes


Lecture 63 - Course Wrap-up