MUMBAI, India, March 13 -- Intellectual Property India has published a patent application (202621007593 A) filed by Indian Institute Of Technology, Maharashtra, on Jan. 27, for 'risk assessment of maritime assets using probabilistic inference framework.'
Inventor(s) include Ogale, Amogh Sharadchandra; and Kulkarni, Makarand S.
The application for the patent was published on March 13, under issue no. 11/2026.
According to the abstract released by the Intellectual Property India: "A maritime asset risk assessment system integrates hierarchical modeling and probabilistic inference to generate decision-ready risk outputs. A maritime asset (100) is instrumented with sensors (110) connected via data interfaces (120) to a processing unit (130). Evidence is organized using a hierarchical asset model (152) and fused with ageing and usage parameters (154). A probabilistic inference framework (150) estimates subassembly degradation, while a risk categorization module (160) computes multi-dimensional measures. Multi-stage risk aggregation (170) propagates risk from subassemblies to equipment and asset levels. A dynamic update engine (180) continuously revises estimates as new evidence arrives, and an output interface (190) delivers decision support (195). The method executes steps corresponding to FIG. 1: maritime asset context (101), sensors and monitoring (102), data interfaces (103), probabilistic data organization (104), risk categorization (105), multi-stage aggregation (106), dynamic updating (107), and decision support (108). The framework enhances safety, availability, and environmental compliance across diverse maritime systems."
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