Smart Agriculture System Using IOT & Machine Learning

  • Unique Paper ID: 164899
  • Volume: 10
  • Issue: 12
  • PageNo: 2160-2165
  • Abstract:
  • Smart agriculture is an emerging concept, because IOT sensors are capable of providing information about agriculture fields and then act upon based on the user input. The development of Smart Agriculture System using IOT & ML helps not only increasing the quality of farming but also saves the lots of time of farmers. In Our system this will be accomplish with the use of Soil moisture, NPK and Flame detection sensors. The motive of this project to prevent accidents and overcome the traditional way of farming, also helps the farmer to avoid infections from fertilizer. In Our system soil moisture sensor checks the moisture of soil if water level of soil is less motor will get on automatically and when water level reaches to required level motor will get off automatically. NPK sensor collects the Nitrogen, Phosphorus and Potassium from soil and machine learning model and model will suggest the crops, fertilizers required to soil according to soil NPK values. Flame detection sensor, if detects fire in farm and water pump will get on automatically. Roof structure pipeline will be created in farm through which water will get sprinkled to extinguish the fire also this pipeline is used to sprayer the pesticides and fertilizers.

Cite This Article

  • ISSN: 2349-6002
  • Volume: 10
  • Issue: 12
  • PageNo: 2160-2165

Smart Agriculture System Using IOT & Machine Learning

Related Articles

Impact Factor
8.01 (Year 2024)

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry