A New Dynamic Stochastic EV Model for Power System Planning Applications

Citation Author(s):
Mohamed
Mokhtar
American University of Sharjah
Mostafa
Shaaban
American University of Sharjah
Mahmoud
Ismail
American University of Sharjah
Hatem
Sindi
King Abdulaziz University
Muhyaddin
Rawa
King Abdulaziz University
Submitted by:
Hatem Sindi
Last updated:
Wed, 04/29/2020 - 22:53
DOI:
10.21227/f96p-6f45
Data Format:
License:
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Abstract 

The uploaded data file is a part of data used or generated by a model proposed in a paper entitled: “A New Dynamic Stochastic EV Model for Power System Planning Applications”. The proposed model in this paper consists of two sub-models which are the travel behavior and the battery depletion sub-models. The proposed model is taken into consideration the different trip purposes, starting and ending trip times, as well as the corresponding battery depletion. The outcomes from the travel behavior sub-model are the starting times, the ending times and the trips distances. These outcomes are used by the battery depletion sub-model with the environmental conditions to determine the PEV battery depletion by the end of a trip. The outcomes of overall model can be used for long-term studies with different charging strategies.

Finally, the uploaded data file includes many of data set used by this model, for example:

·         The annual, monthly and daily probabilities for each trip purpose used by travel sub-model.

·         The starting and ending times of each trip generated by travel sub-model.

·         The trips distances generated by travel sub-model.

·         The different batteries capacities available in the market to be used by battery depletion sub-model.

·         Temperature data used in the battery depletion sub-model.

·         Generation units’ data and normal demand to be used in the reliability study as an application of the proposed model.

 

Instructions: 

Instructions about Dataset File:

Data set file includes 8 sheets as follow:

1.       Sheet 1 (Trip Information): shows Probability of Annual Trip Purpose, Probability of Monthly Trip Purpose, Probability of Daily Trip Purpose, and probability of Plugin electric vehicles (PEV) classes.

2.       Sheet 2 (Trip Start Time): is considered as one of the outputs from travel behavior sub-model that uses the information in the previous sheet and obtains the probability of starting a trip of a certain purpose through one day.

3.       Sheet 3 (Trip End Time): like sheet 2, but it shows the probability of ending a trip of a certain purpose through one day.

4.       Sheet 4 (Trip Distances): shows the parameters of probability distribution function for each trip purpose used by travel behavior sub-model to obtain the distance of each trip.

5.       Sheet 5 (Battery Capacity in the Market): is used by battery depletion sub-model and it shows Different battery capacities (kWh) and its percentage share according to the market shares in USA.

6.       Sheet 6 (Temperature Data): shows the different temperatures during one year to be used in battery depletion sub-model to determine the battery depletion energy due to usage of PEV A/C or heater.

7.       Sheet 7 (Generation units Data): shows the data of generation units used to generate 5000 virtual scenarios to study the power system reliability as an application for the proposed model.

8.       Sheet 8 (Normal Demand Data): shows the data of normal load demand in P.U to be used in the reliability study. (The Annual peak base power is 185 MW).

                                                                                                                                                                                                                                                                                               

 

Comments

Hi Hatem

 

Can you please share a preprint version of the inferred paper? I seem not to find it online.

 

Many thanks.

Kay

Submitted by Kayode Adetunji on Wed, 05/06/2020 - 03:03

Sir, my name is Rachna Vaish and I am a research scholar in India. Sir, please send me the related paper as I am very interested to know about your work and explore it.

 

Submitted by Rachna Vaish on Tue, 08/04/2020 - 07:20

Sir, I will be very grateful to you if you can send it to me on pee19001@rgipt.ac.in

Submitted by Rachna Vaish on Tue, 08/04/2020 - 07:22