Introduction to System Dynamics Modeling

Introduction to System Dynamics Modeling by Indian Institute of Technology Bombay

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Created by IIT Bombay Staff Last updated Tue, 29-Mar-2022 English


Introduction to System Dynamics Modeling free videos and free material uploaded by Indian Institute of Technology Bombay (IIT Bombay). This session contains about Introduction to System Dynamics Modeling Updated syllabus , Lecture notes , videos , MCQ , Privious Question papers and Toppers Training Provided Training of this course. If Material not uploaded check another subject

Syllabus / What will i learn?

Week 1 : Introduction to Systems Dynamics/ Systems Thinking Causal Loop Diagramming

Week 2 : Stock-Flow Diagrams and Graphical Integration/ Differentiation

Week 3 : Dynamics of Simple Structures: Reinforcing loops and Balancing Loops

Week 4 : S-Shaped Growth Dynamics; Innovation Diffusion

Week 5 : Modeling Delays, Modeling Oscillations

Week 6 : Nonlinearities and Table Functions

Week 7 : Model Verification and Validation; Example

Week 8 : Modeling Exercises, Case Studies, and course wrap-up



Curriculum for this course
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Description
This course will introduce students to systems thinking and system dynamics (SD) methodology, to model, simulate, analyze, understand and discuss complex issues. SD focusses on the structure and dynamic behavior of systems composed of interacting feedback loops. The system structure is captured using causal loop diagrams (CLDs) or stock-flow diagrams (SFDs).This course will introduce model-building using CLDs and SFDs notations. Basic model structures such as positive feedback or reinforcing structure, negative feedback or balancing structure, S-Shaped growth structure, structures producing oscillations, overshoot and collapse will be discussed. Essential modeling elements such as delays and (nonlinear) table functions will also be discussed. Examples and scenarios will be drawn from various business, social, economic, environmental and ecological systems.

INTENDED AUDIENCE : All Engineering students
PREREQUISITES : No
INDUSTRY SUPPORT : TCS, General Mills, etc
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Free

1:1 Online Training Fee: 1 /- Month
Contact instructor for demo :