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  Published Paper Details:

  Paper Title

REAL TIME FLOOD MANAGEMENT AND CONTROL WITH EARLY WARNING SYSTEM USING ARTIFICIAL NEURAL NETWORK

  Authors

  Mr.Parvez Alam Ansari,  Ms.Swapna Patil

  Keywords

height of maximum water reach point, Storage of tank, Rain fall Sensor, Solenoid Valve, Water Flow Sensor, buzzer,MySql, Webhosting etc.

  Abstract


Floods is the most common natural disaster which occur when excess of water flow onto the land and that can have living life and stability losses Some reason are responsible to cause flooding For e.g. rapid snowmelt, blockage of the drainage system, high rainfall, insufficient water pump capacity in flood prone areas, improper environmental damage . there are different type of flooding. they are such as Storm Surge, Coastal Flood, River Flood etc. The aim of this paper to find out flood prediction using Artificial Neural Network. The aim of this project is to monitor real time the flood data and alert notification if there is an occurrence of risk through IOT. The rising water level is use to detect the floods . The system uses different sensors to detect maximum water reach point, storage of tank, rain fall sensor and measure the value at every stage. The sensor senses the data and processed to microcontroller and is transmitted to internet through wi-fi Module. The system sends data to Mysql database and applies Artificial Neural Network algorithm to perform Classification process. The experimental results show real time data that might be useful to prevent from flood. Artificial Neural Network give us Training data accuracy and validation data accuracy, training data loss and validation data loss respectively.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2204671

  Paper ID - 218864

  Page Number(s) - f912-f917

  Pubished in - Volume 10 | Issue 4 | April 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Mr.Parvez Alam Ansari,  Ms.Swapna Patil,   "REAL TIME FLOOD MANAGEMENT AND CONTROL WITH EARLY WARNING SYSTEM USING ARTIFICIAL NEURAL NETWORK", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.f912-f917, April 2022, Available at :http://www.ijcrt.org/papers/IJCRT2204671.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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