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This is an attempt to produce load forecast for an electric grid using historic load and weather data

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SumedhSankhe/Short-Term-Load-Forecasting-Using-Machine-Learning

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.gitattributes

.gitattributes

 
 

NOAA_data.csv

NOAA_data.csv

 
 

README.md

README.md

 
 

linearmodel.R

linearmodel.R

 
 

lstm.R

lstm.R

 
 

meterDataclean.R

meterDataclean.R

 
 

noaaDataCleaning.R

noaaDataCleaning.R

 
 

pentachart.pptx

pentachart.pptx

 
 

project proposal.pdf

project proposal.pdf

 
 

project_report.pdf

project_report.pdf

 
 

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Short Term Load Forecasting Using Machine Learning

This project aims at building models that will support Short Term Load forecasts for electric grids

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This is an attempt to produce load forecast for an electric grid using historic load and weather data

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machine-learning r linear-regression lstm-model forecasts demand-response electric-grids

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