UGC Approved Journal no 63975(19)

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Published in:

Volume 8 Issue 11
November-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2111317


Registration ID:
317360

Page Number

d117-d119

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Title

Implementation on Solar Forecasting Analysis based on Regression Analysis and Classification Technique using Machine Learning

Abstract

As a case study the authors use meteorological data for a real operated solar power plant. The improvement of solar power plant output prediction will significantly simplify power system operation mode planning taking into market procedures and active power generation reserves allocation. As results of regression modelling the statistical significance of the meteorological parameters was analyzed. The optimal mathematical formulation of regression model was provided. In addition, the paper gives the idea of empirical cauterization approach, providing significant improvement of prediction accuracy. The results of the verification on real data allow deciding on the applicability of the proposed methods in industrial operation. The proposed solar forecasting analysis used machine learning SVM algorithm to predict the weather forecasting.

Key Words

Machine Learning, Weather Prediction, Languages and compilers, Optimization, Classification.

Cite This Article

"Implementation on Solar Forecasting Analysis based on Regression Analysis and Classification Technique using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 11, page no.d117-d119, November-2021, Available :http://www.jetir.org/papers/JETIR2111317.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

"Implementation on Solar Forecasting Analysis based on Regression Analysis and Classification Technique using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 11, page no. ppd117-d119, November-2021, Available at : http://www.jetir.org/papers/JETIR2111317.pdf

Publication Details

Published Paper ID: JETIR2111317
Registration ID: 317360
Published In: Volume 8 | Issue 11 | Year November-2021
DOI (Digital Object Identifier):
Page No: d117-d119
Country: pune, Maharashtra, India .
Area: Commerce
ISSN Number: 2349-5162
Publisher: IJ Publication


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