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Published in:

Volume 7 Issue 5
May-2020
eISSN: 2349-5162

Unique Identifier

JETIR2005060

Page Number

404-412

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Title

Water Management Using Deep Neural Network And Time Series Analysis

ISSN

2349-5162

Cite This Article

"Water Management Using Deep Neural Network And Time Series Analysis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 5, page no.404-412, May-2020, Available :http://www.jetir.org/papers/JETIR2005060.pdf

Abstract

There are a lot of techniques that are already deployed at reservoir catchment stations, used to automate the process of discharge from the reservoir at mechanical levels, based on various reservoir metrics like depth and level. These are generally alarm systems that operate accordingly after occurrence of a certain threshold conditions of these mentioned parameters. This paper proposes an intelligent system to regulate the catchment processes so that these alarming conditions are avoided prior to their occurrence and ultimately avoiding any related malfunctioning. In our study we have made use of data from Poondi reservoir in Tiruvallur District of Tamil Nadu state to optimize the catchment flow by providing the decision makers with essentially important and relevant statistics. This paper makes use of advance deep learning techniques like neural network and time series analysis for ensuring more reliability of these generated statistics.

Key Words

Deep Neural Network, Time Series Analysis, Catchment Regulation.

Cite This Article

"Water Management Using Deep Neural Network And Time Series Analysis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp404-412, May-2020, Available at : http://www.jetir.org/papers/JETIR2005060.pdf

Publication Details

Published Paper ID: JETIR2005060
Registration ID: 231565
Published In: Volume 7 | Issue 5 | Year May-2020
DOI (Digital Object Identifier):
Page No: 404-412
ISSN Number: 2349-5162

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Cite This Article

"Water Management Using Deep Neural Network And Time Series Analysis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp404-412, May-2020, Available at : http://www.jetir.org/papers/JETIR2005060.pdf




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