MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202641099730 A) filed by Vel Tech Rangarajan Dr. Sagunthala R&d Institute Of Science And Technology on August 18, 2026, for Sensor-Clinical Fusion Architecture For Reliability-Aware Mastitis State Classification.
Inventors include Dr. S. Karthika; Dr. C. Raja; Dr. D. Umanandhini; Dr. Tawheed Ahmad Shafi; T. Deeraj; Krishna Prasath. B; and D. Vivek.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: Abstract Sensor-Clinical Fusion Architecture for Reliability-Aware Mastitis State Classification The present invention provides a sensor-clinical fusion architecture for reliability-aware mastitis state classification in dairy cows. A sensing arrangement acquires pH and conductivity-related measurements from a milk sample, and a processing unit assesses measurement reliability before generating sensor-derived evidence. Clinical indicators including one or more of somatic cell count, turbidity, temperature, lactose content and California Mastitis Test score are independently processed to generate clinical evidence. The processing unit determines consistency between the sensor-derived and clinical evidence and determines a classification confidence based on measurement reliability, evidence availability and evidence consistency. When a predetermined confidence condition is satisfied, the architecture generates a healthy, subclinical mastitis or clinical mastitis state. When measurements are unreliable, evidence is insufficient, or material discordance exists between evidence sources, a retest or verification indication is generated, thereby avoiding forced classification from unreliable or conflicting information.
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