UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRBO06012


Registration ID:
209552

Page Number

80-85

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Title

Short Term Forecasting Of Household Power Consumption By Using Time Series Regression Models

Abstract

Due to the tremendous increase of the developing countries, the electricity supply and demand faces intense scarcity, and that has major impact on the wealth of the country and the everyday life of the residents in that country. Electricity supply has become a barrier in continuous development of nation. In this paper, we put forward a model for predicting the electricity consumption and and perspective for forecasting the consumption of electricity at the small level of house. The effect of inhabitants everyday activities and utilization of the appliances consumption of electricity and it’s data is collected to improve the accuracy of the short-term forecasting model. The contribution of this project is we addressed short-term electricity forecasting for 1 week ahead on the personalized household level. We have developed and evaluate an autoregression model for multi-step forecasting household power Consumption.

Key Words

STF, Forecasting, Regresiion Models

Cite This Article

"Short Term Forecasting Of Household Power Consumption By Using Time Series Regression Models", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.80-85, May-2019, Available :http://www.jetir.org/papers/JETIRBO06012.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Short Term Forecasting Of Household Power Consumption By Using Time Series Regression Models", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp80-85, May-2019, Available at : http://www.jetir.org/papers/JETIRBO06012.pdf

Publication Details

Published Paper ID: JETIRBO06012
Registration ID: 209552
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 80-85
Country: Bikaner, Rajasthan, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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