Data Set used in the conference paper titled "Short-Term Load Forecasting Using an LSTM Neural Network"

Citation Author(s):
Mohammad Safayet
Hossain
Florida Polytechnic University
Hisham
Mahmood
Florida Polytechnic University
Submitted by:
Mohammad Safaye...
Last updated:
Thu, 01/21/2021 - 22:33
DOI:
10.21227/8wk5-yt04
Data Format:
*.csv; *.txt; *.yaml; *.xlsx
Links:
Short-Term Load Forecasting Using an LSTM Neural Network
Electrical Reliability Council of Texas (ERCOT)
National Renewable Energy Laboratory (NREL)
License:
Creative Commons Attribution
1494 Views
Categories:
Artificial Intelligence
Machine Learning
Power and Energy
Smart Grid
Keywords:
aggregated load, rolling prediction horizon, LSTM, neural network, artificial intelligence, Deep Learning
4
1 rating - Please login to submit your rating.
ACCESS DATASET CITE SHARE/EMBED

Abstract 

The data-set used in the paper titled "Short-Term Load Forecasting Using an LSTM Neural Network."

Comments

My research topic is AI application in smart grid, this data will help me to understand load forecasting algorithms better. Thank you.

Submitted by Md Nazmul Kabir... on Tue, 01/26/2021 - 23:17

How can I access this data set for freely?

Submitted by RADHARANI PANIGRAHI on Tue, 08/17/2021 - 04:45

Sir, can you please clarify the week days and holidays flag in your mentioned paper
?

Submitted by RADHARANI PANIGRAHI on Wed, 08/25/2021 - 12:54

Hello, I am a researcher, doing research on energy saving. Would you mind itemizing HVAC data sets? My email address is michaelzheng38@gmail.com, thank you.

Submitted by michael zheng on Sun, 10/10/2021 - 22:05

Hello, I am a researcher, doing research on energy saving. Would you mind itemizing HVAC data sets? My email address is 1955366292@qq.com, thank you.

Submitted by li cheng on Fri, 04/01/2022 - 11:42

Dataset Files

LOGIN TO ACCESS DATASET FILES

QUESTIONS?