MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202621112100 A) filed by Indian Institute Of Technology Bombay on September 18, 2026, for System And Method For Event-Aware Multimodal Temporal Prediction And Adaptive Environmental Control.
Inventors include Sahu, Manoranjan; and Kahalekar, Sunil Hari.
The application for the patent was published on October 30, 2026, under issue no. 44/2026.
Abstract: An event-aware multimodal temporal prediction and automated adaptive environmental control system (100) includes a computer vision layer (120) configured to process optical frames captured from a monitored operational zone (210) and to detect moving-entity bounding boxes (310, 312, 314) and boundary states (320, 330) of at least one monitored boundary of machine-enclosure (220, 222, 224). A boundary-state temporal module (132) generates a boundary-state temporal encoding vector (450), and a kinetic motion quantification module (134) generates a kinetic activity descriptor. A multimodal feature fusion module (140) assembles the boundary-state temporal encoding vector (450), the kinetic activity descriptor, sensor data from an air-quality sensor array (110, 230), ambient environmental conditions (610), and pollutant concentration history (620) into a concentration input tensor (640). A deep temporal sequence prediction engine (150) generates a multi-pollutant forecast (710), and an adaptive environmental controller (170) dispatches a pre-activation command (740) based on tiered safety thresholds (720). FIGURES 6 & 7
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