UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 11 | Issue 3 | March 2024

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

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

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

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIRCV06028


Registration ID:
217787

Page Number

153-155

Share This Article


Jetir RMS

Title

Smart Flood Prediction and Alert System

Abstract

Floods are natural disasters causing distractions including loss of life and damage to buildings and other structures, including bridges, roadways, and canals. Floods are caused by meteorological events such as prolonged rainfall. Around 1, 07,487 people died due to flood in 64 years. Damage to crops, houses and public utilities that approximates to around Rs.3,65,860 crore. Major causes of distractions due to flood identified are unexpected change in climatic parameters, inefficient early warning systems etc. This paper compares a flood prediction and early warning system that employs Artificial Neural Network (ANN) with one that employs Support Vector Machine (SVM). After the comparative study the most efficient and accurate system is implemented in this project. Proposed system utilizes the daily records of data such as temperature, humidity, pressure and rainfall from the past five years for machine learning and then the system predicts rainfall based on the real time data obtained as sensor outputs. The hardware system has sensor for collecting data, then a cloud for storing them and the computer system with trained network for predicting flood. Proposed system can thus reduce the destructions caused by flood by predicting in advance and hence enabling to take necessary preventive measures.

Key Words

artificial neural network, support vector machine, machine learning

Cite This Article

"Smart Flood Prediction and Alert System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.153-155, May 2019, Available :http://www.jetir.org/papers/JETIRCV06028.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

"Smart Flood Prediction and Alert System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp153-155, May 2019, Available at : http://www.jetir.org/papers/JETIRCV06028.pdf

Publication Details

Published Paper ID: JETIRCV06028
Registration ID: 217787
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 153-155
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

0002959

Print This Page

Current Call For Paper

Jetir RMS