Quantifying Energy Investments using Data Science

سرفصل های دوره

Theory of Energy Investments, Learning Curve, Discount Factors, Capitalization, Data Analysis on Investments

1 - Introduction

1 - Overview

2 - Analysis

2 - The Theory of Energy Investments

3 - Decarbonizationdriven Energy Investments

3 - slides.pdf

4 - Flexibility and Energy Investments

5 - Future Peak Load as a Signal for Investments

6 - The concept of build time of electricity infrastructure assets

7 - The concept of the economic lifetime of an electricity infrastructure asset

8 - The concept of stranding risk of electricity infrastructure investments

9 - Python Investments are in GW and not in GWh Demonstration of the differences

3 - Investment combinations

10 - Investment combinations for offshore farms

10 - possible-offshore-invesments.xlsx

4 - Analysis on Energy Investments using Python

11 - Identifying mutually exclusive investments

11 - investment-code.xlsx

12 - Grouping the mutually exclusive investment strategies

12 - investment-code.xlsx

13 - Filtering investment strategies

13 - candidate-strategies.xlsx

13 - dataset-reinforcing.xlsx

13 - scatter-plots.zip

14 - Comparison of Investment solutions

14 - investment-solutions.xlsx

5 - How the investment cost decreases with increase in deployment of technologies

15 - Introduction

16 - Producing the Scurve using different probability distributions

17 - Exponential & Sigmoid Learning curve Experience curve for novel investments

6 - Annualization of expenses

18 - Annualizing costs using excel

19 - Annualizing costs using python

20 - Capitalization factor with changing discount rates

21 - Three ways to calculate the capitalization factor

7 - Costs

22 - Fixed and variable cost calculation

23 - Per unit costs

24 - The famous Spackman method

8 - Discount Factors

25 - The concept of epoch and horizon

26 - Discount factor reading from Excel

27 - Discount factor constructing using Python

28 - Cumulative discount factor for operational costs

29 - Cumulative discount factor for investment costs

9 - Bonus

30 - Discount-Coupons-october-2022.pdf

30 - Extra.html

30 - my personal website with great offers for you.zip

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تولید کننده: Udemy-Training