A Cyber Physical System Enabled Intelligent Farming
System with Artificial Intelligence, Machine Learning
and Cloud Computing
Diana Moses
1
, T Praveen Kumar
2
, Sharada Varalakshmi
3
and Lavanya Pamulaparty
4
1,2
Associate Professor, Methodist College of Engineering and Technology, Hyd, India
3
Professor, Methodist College of Engineering and Technology, Hyd, India
4
Professor and Head, Methodist College of Engineering and Technology, Hyd, India
Abstract—In this proposal, we study the advances of major core technologies and their
applicability in creating an Intelligent farming System (IFS). As the world is trending into new
technologies and implementations it is a necessary goal to trend up with agriculture also. Cyber
Physical System (CPS) plays a very important role in Smart Farming. IOT sensors are capable
of providing information about agriculture or Farming fields.
We have proposed a Cyber Physical System (CPS) enabled smart agriculture system using
different technologies like AI&ML, Data Science and Cloud Computing. This CPS based
Intelligent Farming system makes use of sensor networks that collects data from different
sensors which as a result develop an Intelligent Village Farming. Several Utilities such as Pest
management, Crop Stress management, Nutrient management, Water management and Deep
Analysis can be done to suggest the farmer regarding the crop and climatic conditions. This
smart agriculture or Smart Farming using Cyber Physical System (CPS) is powered by
advances in sensor technology, wireless communication technologies and their applicability to
farming Chatbot, Computer vision, technology enabling farming, it consists of sensor followed
by technological techniques.
Index Terms— Intelligent Farming System, Crop disease detection, Automated irrigation, Yield
prediction, Soil nutrition management.
I. INTRODUCTION
Irrigation was defined as “the application of water supplementary to that supplied directly by precipitation for
the production of crops”. Although clearly defined, irrigation has not been clearly identified and separated from
the wide-ranging area of water development activities, such as major and minor constructions for water
harvesting, storing, conveyance and allocation; the drilling of tube-wells; and pumping. Most of the efforts and
investments made in many countries for irrigation development result in water resources development and very
few in on-farm water use improvement. The application of improved irrigation methods and techniques on small
to large farms is expanding rapidly as a result of the increasing demand for higher irrigation efficiency, improved
utilization of water and intensification, diversification & optimization. An irrigation system consists of canals
and structures to convey regulate and deliver the water to the farmers. Two basic types of irrigation systems
exist: open canal systems and pressurized piped systems.
Grenze ID: 01.GIJET.9.1.763
© Grenze Scientific Society, 2023
Grenze International Journal of Engineering and Technology, Jan Issue