MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611061077 A) filed by Manipal University Jaipur on May 13, 2026, for A Method And System For Integrating Ai-Based Biomass Forecasting With Dynamic Techno-Economic Analysis For Spirulina Cultivation.
Inventors include Dr. Hemlata Parmar; Parth Gupta; Singh Manas Mukundkumar; and Abhinav Mukherjee.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention relates to a method for real-time biomass forecasting and dynamic techno-economic analysis for Spirulina cultivation. The method comprises preprocessing the cultivation data through normalization, filtering, outlier removal, and temporal sequencing, followed by predicting biomass concentration using an attention-based Long Short-Term Memory (LSTM) model. The method further forecasts operational resource demand comprising electricity consumption, nutrient utilization, water demand, and harvesting requirements, and computes forecasted production cost per kilogram of Spirulina biomass using predefined economic parameters. The invention further generates profitability indicators and operational recommendations associated with illumination intensity, nutrient dosing, aeration, temperature, and harvesting intervals through a real-time monitoring dashboard for optimization of Spirulina cultivation efficiency, scalability, and economic performance.
Disclaimer: Curated by HT Syndication.
