Sample Hybrid Wind-Photovoltaic Energy System Dataset

Citation Author(s):
Md. Ashaduzzaman
Niloy
Submitted by:
Md. Ashaduzzama...
Last updated:
Sat, 07/27/2024 - 11:18
DOI:
10.21227/55cq-x093
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Abstract 

This dataset contains:

  1. Hourly load demand of a typical single residence in Pacific Northwest, USA.
  2. Hourly average incoming solar radiation and generated power from a single photovoltaic cell placed in Pacific Northwest, USA.
  3. Hourly wind profile and generated power from a single wind turbine placed in Pacific Northwest, USA.

This dataset was originally formulated by Kellogg et al. and first published in their research paper titled "Optimal unit sizing for a hybrid wind/photovoltaic generating system" in 1996. However, the given data were not numerical, which limited the use of that data in various applications like model training and optimization. Which is why in this dataset, the properly extracted numerical values of important parameters (ex: wind profile, wind power, insolation, solar power, demand) from the original paper is given for the researchers to use in their studies.

Instructions: 

Data Orientation:

  1. Data are comma seperated.
  2. Hourly parameter values are given, which is why data length is 1-24. Time interval between two sample points is fixed 1 hour.
  3. Columns are organized as such:

Time (h),Wind Speed (meter/sec),Wind Power (W),Incoming Solar Radiation (kW/meter^2),Solar Power (W),Demand (W)

Comments

The amount of data is very small and has no value

Submitted by Runlong Liu on Sun, 07/28/2024 - 07:20

Hey Runlong Liu! I will upload a 2nd version containing 24*60 data shortly. Thanks.

Submitted by Md. Ashaduzzama... on Sun, 07/28/2024 - 12:11

Hello, the amount of the dataset is very small with this dataset the results may be very accurate. Please upload the updated version of the dataset

Submitted by PRAVEEN NALLI on Thu, 10/31/2024 - 10:27