International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 111

Research Paper | Electrical Engineering | India | Volume 4 Issue 6, June 2015


ARIMA Based Short Term Load Forecasting for Punjab Region

Sarabjit Singh [3] | Rupinderjit Singh [2]


Abstract: This paper deals with the STLF (Short Term Load Forecasting) using ARIMA (Auto Regression Integrated Moving Average) method to developed forecast of Northern INDIA, where historic results are used to determine the future load for next day or for next week. Our main focus is to minimize the (MAPE) Mean Absolute Percentage Error in the analysis and results. We purpose a three step method to load forecasting, consisting of pre-processing, forecasting and result analysis in post processing. This model is based on Time Series analysis methodology with the combination of explanatory variables by using the daily electrical load forecast. This method makes accuracy higher than other methods.


Keywords: Short Term Load Forecasting, ARIMA Auto Regression Integrated Moving Average, MAPE Mean Absolute Percentage Error


Edition: Volume 4 Issue 6, June 2015,


Pages: 1819 - 1822

ARIMA Based Short Term Load Forecasting for Punjab Region


How to Cite this Article?

Sarabjit Singh, Rupinderjit Singh, "ARIMA Based Short Term Load Forecasting for Punjab Region", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB155726, Volume 4 Issue 6, June 2015, 1819 - 1822, #ijsrnet

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