CBE30338

Index of Python Libraries used in this Repository

argparse

• B.2.5.2 B.) Tracker.py-Tracker.py)

av

• B.2.5.1 A.) TelloCV.py-TelloCV.py)

CBE30338

• A.1.2 CBE30338.plotter()`)

control

• 3.4.2 Initializations
• 4.12.2 Notebook Initialization
• 5.1.2 Library Usage
• 5.2.2 Block Diagram for Car Cruise Control
• 5.3.1 Initializations
• 5.5 Baroreflex as a Linear Control System

cv2

• B.2.5.1 A.) TelloCV.py-TelloCV.py)
• B.2.5.2 B.) Tracker.py-Tracker.py)

datetime

• B.2.5.1 A.) TelloCV.py-TelloCV.py)

google

• 7.6.1 Required Installations

imutils

• B.2.5.2 B.) Tracker.py-Tracker.py)

ipywidgets

• 5.4.3.1 Interactive Tuning of a PID Controller

math

• 1.2.2.4 Importing in Python: Math and plotting

matplotlib

• 1.1.4.5 Plotting with Matplotlib
• 1.2.2.4 Importing in Python: Math and plotting
• 1.3.4 Numpy - "The Fundamental Package for Scientific Computing with Python"
• 1.4.2.4.1 Step 1: Initialization
• 2.2.4.1 Step 1. Initialize Jupyter and Python
• 2.3.2.1 Step 1. Initialize Python Workspace
• 2.4.3.1 Step 1. Imports
• 2.5.5.1 Step 1. Initialization
• 2.6.2 Reaction Kinetics
• 2.7.2 Python Implementation
• 2.8 Model Library
• 3.1.3 Nonlinear Step Response
• 3.2.3.5 Example: Gravity Drained Tank
• 3.4.2 Initializations
• 3.5.5.1 Step 1. Initialization
• 3.6.1.1 Overdamped ($\zeta > 1$))
• 3.6.2 Simulation
• 3.6.4.2 Starting with a Step Response
• 3.7.2.2 Part b.
• 3.8.3 Initializations
• 3.9.2.4 Simulation
• 3.9.2.5 How many people will be infected following an outbreak?
• 3.9.3 Model 2. SEIR model
• 3.9.4 Model 3. Mitigation and Social Distancing
• 3.9.5 Model 4. Improving the fidelity of the model.
• 4.6.1 Empirical Methods
• 4.6.2.2 Tuning Rules
• 4.11.1 Model
• 4.11.6.1 Contents of PIDsim.py
• 4.12.2 Notebook Initialization
• 5.1.2 Library Usage
• 5.2.2 Block Diagram for Car Cruise Control
• 5.3.1 Initializations
• 5.4.2.1 Entering Process Transfer Functions
• 5.5 Baroreflex as a Linear Control System
• 6.1.2 Continuous Stirred Tank Reactor
• 6.1.3 Analytical Solution using Calculus
• 6.1.5 [Bonus Discussion] Batch Reactor
• 6.7.2 Denatured Alcohol
• 7.1.1 Installations and Initialization
• 7.2.2 Python Initializations
• 7.3 Simulation in Pyomo
• 7.4.2 Imports
• 7.5.1 First-Order Differential Equation with Initial Condition
• 7.6.5 Visualizing Car Path
• 7.7.2 Preliminary Code
• 7.8 Path Constraints
• 7.8.1 Recoding for Compact Style
• 7.8.2 Subscripting Equations
• 8.1.2 Demonstration
• 9.1.4.2 State Inventories
• 9.1.4.5 Gannt Chart
• 9.3.4 Visualization
• 9.3.5 Multiple Machines
• A.1.1.1.1 Functions are Python objects
• A.1.1.1.1 Functions are Python objects
• A.1.1.1.2 Create simple functions with lambda
• A.1.1.1.2 Create simple functions with lambda
• A.1.1.1.2 Create simple functions with lambda
• A.2.1.1 Typical Usage
• A.3.3.1 Step 1. Create the background frame.
• A.3.4 Example: Phase Plane Animation for an Exothermic Stirred-Tank Reactor
• B.1.3.1 Import Libraries

numpy

• 1.1.4.2 Python Libraries
• 1.1.4.5 Plotting with Matplotlib
• 1.3.4 Numpy - "The Fundamental Package for Scientific Computing with Python"
• 1.4.2.4.1 Step 1: Initialization
• 2.2.4.1 Step 1. Initialize Jupyter and Python
• 2.3.2.1 Step 1. Initialize Python Workspace
• 2.4.3.1 Step 1. Imports
• 2.5.5.1 Step 1. Initialization
• 2.6.2 Reaction Kinetics
• 2.7.2 Python Implementation
• 2.8 Model Library
• 3.1.3 Nonlinear Step Response
• 3.2.3.5 Example: Gravity Drained Tank
• 3.4.2 Initializations
• 3.5.5.1 Step 1. Initialization
• 3.6.1.1 Overdamped ($\zeta > 1$))
• 3.6.2 Simulation
• 3.6.4.2 Starting with a Step Response
• 3.7.2.2 Part b.
• 3.8.3 Initializations
• 3.9.2.4 Simulation
• 3.9.2.5 How many people will be infected following an outbreak?
• 3.9.3 Model 2. SEIR model
• 3.9.4 Model 3. Mitigation and Social Distancing
• 3.9.5 Model 4. Improving the fidelity of the model.
• 4.5.1 Example: PID Control with Significant Measurement Noise
• 4.5.3 Example Revisited
• 4.6.1 Empirical Methods
• 4.6.2.2 Tuning Rules
• 4.11.1 Model
• 4.11.6.1 Contents of PIDsim.py
• 4.12.2 Notebook Initialization
• 5.1.2 Library Usage
• 5.2.2 Block Diagram for Car Cruise Control
• 5.3.1 Initializations
• 5.4.2.1 Entering Process Transfer Functions
• 5.5 Baroreflex as a Linear Control System
• 6.1.2 Continuous Stirred Tank Reactor
• 6.1.3 Analytical Solution using Calculus
• 6.1.5 [Bonus Discussion] Batch Reactor
• 6.4.5.1 Data in Matrix/Vector Format
• 6.7.2 Denatured Alcohol
• 6.99.2 Example 19.3: Linear Programming Refinery
• 7.2.2 Python Initializations
• 7.4.2 Imports
• 7.6.5 Visualizing Car Path
• 7.7.2 Preliminary Code
• 7.8 Path Constraints
• 7.8.1 Recoding for Compact Style
• 7.8.2 Subscripting Equations
• 8.1.1 Interpolation Function
• 8.1.2 Demonstration
• 9.1.3.4 Pyomo Model
• A.1.1.1.1 Functions are Python objects
• A.1.1.1.1 Functions are Python objects
• A.1.1.1.2 Create simple functions with lambda
• A.1.1.1.2 Create simple functions with lambda
• A.1.1.1.2 Create simple functions with lambda
• A.1.1.1.3 Create complex functions with def
• A.1.2 CBE30338.plotter()`)
• A.2.1.1 Typical Usage
• A.3.3.1 Step 1. Create the background frame.
• A.3.4 Example: Phase Plane Animation for an Exothermic Stirred-Tank Reactor
• B.1.3.1 Import Libraries
• B.2.5.1 A.) TelloCV.py-TelloCV.py)

os

• 6.8 Gasoline Blending
• B.2.5.1 A.) TelloCV.py-TelloCV.py)

pandas

• 2.5.3 Historical Data
• 6.7.5 Display Composition
• 6.8 Gasoline Blending
• 6.99.2 Example 19.3: Linear Programming Refinery
• 9.1.4.2 State Inventories
• 9.3.1 Example
• 9.3.1 Example
• 9.3.3 Pyomo Model
• 9.3.5 Multiple Machines

pyomo

• 6.6.1.1.5 Pyomo Model
• 6.7.4 Optimization Model
• 6.8 Gasoline Blending
• 6.8.3 Blending Model

seaborn

• 4.11.1 Model
• 5.1.2 Library Usage
• 5.2.2 Block Diagram for Car Cruise Control
• 5.5 Baroreflex as a Linear Control System
• 7.6.5 Visualizing Car Path
• A.3.3.1 Step 1. Create the background frame.
• A.3.4 Example: Phase Plane Animation for an Exothermic Stirred-Tank Reactor

shutil

• 6.8 Gasoline Blending
• 7.4.2 Imports

sympy

• 1.1.4.6 Solve Equations using Sympy Library

sys

• 6.8 Gasoline Blending

tellopy

• B.2.5.1 A.) TelloCV.py-TelloCV.py)

threading

• B.2.5.1 A.) TelloCV.py-TelloCV.py)

time

• B.2.5.1 A.) TelloCV.py-TelloCV.py)
• B.2.5.2 B.) Tracker.py-Tracker.py)

warnings

• 5.3.1 Initializations
• 5.5 Baroreflex as a Linear Control System