System Dynamics Tools
Flow Stock Flow
System Dynamics Modeling: Constructing and Simulating Mental Models
Create an account for the systems modeling platform please: insightmaker.com
NGSS Scientific and Engineering Practices | System Dynamics Modeling |
Asking questions (for science) and defining problems (for engineering) | What do I want to model? What is the purpose of the model? What is the minimum number of interactions that will generate the behavior of the system? What is the breadth and depth of the model? (granularity) |
Developing and using models | Um, this is the entire activity. |
Planning and carrying out investigations | Run simulations of the model, perturb parameters, re-design interactions. |
Analyzing and interpreting data | Running simulations generate data. Interpreting the data is part of the process. |
Using mathematics and computational thinking | Systems models link interactions with mathematical operations and then compute the iterations of the systems model. |
Constructing explanations (for science) and designing solutions (for engineering) | Design models to explain systems of interactions and design models to explain and understand phenomena. |
Engaging in argument from evidence | Systems models provide a transparent and explicit representation of each others’ mental models. |
Obtaining, evaluating, and communicating information | System models can be shared and manipulated by others to discuss the dynamic system. |
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Pollutants were added and removed during 20 years to a lake.
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Why use systems models?
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Abstraction
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Occam’s
Razor
Einstein’s
Blade
Abstraction
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
From Scott MacLeod’s Understanding Comics (1993)
Abstraction
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Let’s use 21st century tools to explicitly understand our mental models.
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
System Dynamics Modeling
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Cycles, Oscillations, Negative Feedback
Growth Models
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Enzyme Model
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
System dynamics modeling is a tool for systems thinking.
Like meditation, system dynamics modeling takes practice to gain insights into systems behaviors.
From Paul Andersen
NGSS Scientific and Engineering Practices | System Dynamics Modeling |
Asking questions (for science) and defining problems (for engineering) | What do I want to model? What is the purpose of the model? What is the minimum number of interactions that will generate the behavior of the system? What is the breadth and depth of the model? (granularity) |
Developing and using models | Um, this is the entire activity. |
Planning and carrying out investigations | Run simulations of the model, perturb parameters, re-design interactions. |
Analyzing and interpreting data | Running simulations generate data. Interpreting the data is part of the process. |
Using mathematics and computational thinking | Systems models link interactions with mathematical operations and then compute the iterations of the systems model. |
Constructing explanations (for science) and designing solutions (for engineering) | Design models to explain systems of interactions and design models to explain and understand phenomena. |
Engaging in argument from evidence | Systems models provide a transparent and explicit representation of each others’ mental models. |
Obtaining, evaluating, and communicating information | System models can be shared and manipulated by others to discuss the dynamic system. |
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Let’s use 21st century tools to explicitly understand our mental models.
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com
Thank you!
Doc: tiny.cc/nabtsd Site: tiny.cc/nabt Create Account: InsightMaker.com