SMART AGRICULTURE SYSTEM USING IOT AND MACHINE LEARNING

Registration ID: IJNRD_190323

Published ID: IJNRD2304127

DOI: Click Here to Get

G Mahesh , Thoutu Varshith , Tirumala Gautam , Vadla pramod

Microcontroller, ESP8266, ESP32 CAM, Crop Recommendation, Relay, Motor, IR sensor

The farming of agriculture has started past 12000 years back, Neolithic age gave birth to civilization, Farming than later begin continued as traditional farming practices. India begins an agrarian’s country is dependent on rains, soil dampness and environmental challenges. Our farmers upgrading to modern state of agriculture technology in cultivation. Globally the IoT systems has contributed its application in many fields and proven to be successful. It is the time that all Indian farmers need to be introduced to Smart Agriculture systems for higher crop yield. The productivity with compilation of data from sensors, actuators and modern electronic gadgets the farmers can monitor agriculture fields, with the use of ESP-32 camera module. Smart Agriculture can switch ON/OFF the pump motor acknowledging the moisture levels, buzz the buzzer and notify the farmer in the case of any pest near the crop, with the help of sensors which are interfaced to process module Arduino-Uno. It can also predict which crop is suitable to grow in a particular area by considering the different soil compositions of that particular area. In our proof of the concept of such a prediction model we have used K-NN algorithm. The Smart Agriculture system can be operated from anywhere with the help of network technology. A Microcontroller has been used as for ensuring low-cost and small size of the system.

Published Paper   E-Certificate

G Mahesh, Thoutu Varshith, Tirumala Gautam, & Vadla pramod (April-2023). SMART AGRICULTURE SYSTEM USING IOT AND MACHINE LEARNING. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(4), b232-b236. https://ijnrd.org/papers/IJNRD2304127.pdf

Volume 8 Issue 4, April-2023

Pages : b232-b236

Paper Reg. ID: IJNRD_190323

Published Paper Id: IJNRD2304127

Downloads: 000121995

Research Area: Electronics & Communication Engg. 

Country: Hyderabad, Andhra Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304127.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304127

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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