MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541122357 A) filed by New Horizon College Of Engineering; and Chempavathy B, Bangalore, Karnataka, on Dec. 5, 2025, for 'smart iot-ml based system for adaptive crop and fertilizer recommendation in precision agriculture.'
Inventor(s) include Chempavathy B; Aishwarya K N; Bhagyashree M; Chaya K N; and Deepthishree V.
The application for the patent was published on Jan. 2, under issue no. 01/2026.
According to the abstract released by the Intellectual Property India: "The invention discloses a Smart IoT-ML Based System for Adaptive Crop and Fertilizer Recommendation in Precision Agriculture. The system integrates Internet of Things (IoT) sensors, machine learning models, and adaptive feedback mechanisms to optimize agricultural decision-making. It begins with sensor and context data acquisition, followed by preprocessing and feature engineering to extract key environmental and soil parameters. A hybrid artificial intelligence engine, combining neural networks, genetic algorithms, and memory networks, analyzes these parameters to generate personalized crop and fertilizer recommendations tailored to field conditions. The recommendations are delivered for practical implementation through automated fertilizer application and real-time field monitoring. Post-harvest data is continuously analyzed to evaluate outcomes and update the system's learning models. Through its closed-loop feedback mechanism, the system self-optimizes over successive agricultural cycles, improving accuracy, sustainability, and yield efficiency. This invention provides an intelligent and adaptive approach to precision farming, enhancing productivity while minimizing resource waste and environmental impact."
Disclaimer: Curated by HT Syndication.
