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Thesis Todo

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Content

Further introduce DQN, Action-Advantages, Boltzmann temperature

Report all numbers in result section that are used in conclusion

  • Utilization
  • Charged cheaper than (Eur/%)

Revise critical price figure description.

Add self-sustained description to RL figure.

Wording (stay concise!):

Acronyme articels: aN RL (Agent), aN MDP

Chapters are 1. and 2. level, Sections are third level headings.

Introduce “Portfolio composition (of RL agent)”

regulation capacity, balancing power, frequency regulation…

tender period, segment, interval, time period, market period.

tender, auction, bid, trade

carsharing company/provider

EV fleet, controller, operator…

Mobility demand, fleet capacity

Smart charging/ balancing the grid? Common theme!

the data/data set/datasets, data plural or singular? (See twitter)

Rental profits –> rental revenue / trip price?

Rephrase thesis to EV fleet only. Carsharing only one form, yet the most uncertain. Thus good example.

Mobility demand/Rental demand? Generalize? Somebody notices?

Format

Units with space

Consistent Date formatting

Footnotes numbering with tables

Check page border spacing of Notation pages

Fix paragraph spacing

Use abbreviations only after 3+ mentions?

Put notation in RL chapter if only abbr, otherwise also use electricity/price abbr as p,soc,…

Structure:

Bullet-point contributions at end of introduction

Relevance

First and last sentence of a paragraph should explain it well enough

Citations:

When webpage with pdf as source, put in bibtex not footnotes

Review

Comment Literature Review (Ilaria)

Structure the whole section in a stricter way. I mean that the question I always asked myself why reading was: “so what?” What is you Ziel? As far as I understand, you wanna motivate you methodology by showing what previous literature has done, and how the methodology can be improved (?). If this is the case, I would state it clearly under Section 2. and then explain what is the structure of 2.1 and 2.2. Should you maybe provide more definition? In my guidelines, the literature review is also the Teil in which I should have defined all the terms/concepts that I used later on.

Done

Background Neural Network Figure smaller and with inputs + outputs

Move Car2Go data preprocessing to Appendix

Calculate average electricity price paid

Average electricity price ($\ekwh$) - - - - -

Integrated Bidding Strategy

Include NN architecture to Appendix (Keras source code?)

Add determine prices/distance at data section

Lit Review Philipp VPP optimization paper

Background Chapter first paragraph and electricity market theory first paragraph

Revise Background Literature Section and make story!