Modeling approaches:

Which is an example of Newton’s Laws of Motion? 

• Car Suspension 

• Engine Design

• Battery System

• None of the above

Used to calculate the voltage, current and resistance is called ____

• Newton’s Laws of Motion

• Kirchhoff’s Circuit Laws

• Thermodynamics

• None of the above

1. Which is/are an example of Regression Analysis?

• Predictive Maintenance

• Fraud Detection

• Speech Processing

• None of the above

Which is/are not an example of Newton’s Laws of Motion?

• Power Grids

• Satellite Trajectories

• HVAC systems

• None of the above

Find the error(s): These describe the relationship between the laws of thermodynamics, using second-order differential equation

• The relationship

• Laws of thermodynamics

• Differential equation

• No error(s)

1. Find the error(s): A statistical method that splits the relationship between dependent and independent variables to make decisions based on input features.

• No error(s)

• relationship between dependent and independent variables

• statistical method

• input features

1. Which of the following is not in the Black Box category?

• None of the above

• 1. Can be relatively simple, especially with modern machine learning techniques

• 1. Control systems, forecasting, pattern recognition

• 1. Low (limited insight into internal workings)

Which of the following is a characteristic of Input-Output Models?

• They require minimal data input

• They are based on empirical data

• They ignore external factors

• None of the above

1. True or False: Physic-Based rely purely on input and output data without considering the internal workings of the system. They identify patterns through statistical or machine learning techniques.

• True

• False

• Maybe

1. True or False: Input-Output Models are based on fundamental laws of physics and use known parameters to describe the system. They rely on detailed knowledge of the internal mechanisms and structure of the system.

• True

• False

• Sometimes