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Introduction to Nonlinear Regression
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Classroom Contents
Thermodynamics - Generalized Analysis of Fluid Properties
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- 1 Exact Differentials & Partial Derivatives
- 2 Maxwell Relations
- 3 State Functions and Maxwell Relations
- 4 Heat Capacity Pressure Dependence
- 5 Three Parameter Equation of State (EOS) Introduction
- 6 Van der Waals Equation of State
- 7 Isothermal Compression of a Non-Ideal Gas
- 8 Isothermal Compression of a Non-Ideal Gas (Spreadsheet)
- 9 Real Gas Expansion
- 10 Real Gas Expansion Part 2: Excel Solver
- 11 Roots of Peng-Robinson Equation of State
- 12 Adiabatic Compressor: Non-Ideal Gas
- 13 Peng-Robinson EOS Spreadsheet 1
- 14 Peng-Robinson EOS Spreadsheet 2
- 15 Enthalpy Departure Function for Throttle Feed
- 16 Departure Function: van der Waals Fluid
- 17 VLE in a Constant-Pressure System
- 18 Heat of Vaporization: Clausius-Clapeyron
- 19 Heat of Vaporization: Antoine's Equation
- 20 Gibbs Free Energy Pressure Dependence
- 21 Gibbs Free Energy: T & P Dependence
- 22 Fugacity Introduction
- 23 What is Fugacity?
- 24 Which has the Higher Fugacity?
- 25 Calculate Fugacity of a Fluid
- 26 Steam Fugacity
- 27 Add Liquid to an Evacuated Tank
- 28 Single Component, Solid-Vapor Equilibrium
- 29 Fugacity of a Single Component
- 30 Fugacity Temperature Dependence: Single Component
- 31 Determine Pressure using Peng-Robinson EOS Spreadsheet
- 32 Saturation Pressure from EOS Spreadsheet
- 33 Calculate Fugacity from Equation of State
- 34 Condense Water Vapor from Air
- 35 COSMOtherm: Visualizing Molecular Interactions
- 36 COSMOtherm: Molecular Interactions Probability
- 37 SRK Equation of State Example
- 38 Chemical Potential: Pressure Dependence for Single-Component Part 1
- 39 Chemical Potential: Pressure Dependence for Single-Component Part 2
- 40 Chemical Potential: Pressure Dependence for Single-Component Part 3
- 41 Chemical Potential: Temperature Dependence for Single-Component Part 1
- 42 Chemical Potential: Temperature Dependence for Single-Component Part 2
- 43 Chemical Potential: Temperature Dependence for Single-Component Part 3
- 44 Single-Component Pressure-Temperature Diagram
- 45 Introduction to Nonlinear Regression
- 46 Derivation of Clapeyron and Clausius-Clapeyron Equations
