2results about How to "Ability to learn independently" patented technology

The invention, which relates to the technical field of data acquisition and analysis, discloses an intelligent ship-health analysis system comprising a data acquisition module, a normal work evaluation module, a monitoring module and a data analysis module. The data acquisition module is used for acquiring real-time data information of all related equipment such as a ship body, conduction equipment, cabin equipment and other auxiliary equipment; the normal work evaluation module is used for calculating and evaluating stability indexes of normal work according to historical maintenance records of a ship, historical data of all equipment of the whole ship and other old part replacement and maintenance degrees, and the data acquisition module and the monitoring module are electrically connected with the data analysis module and the normal work evaluation module. And the monitoring module is used for a maintainer to monitor the working condition of the ship by using a monitoring camera. The system has the characteristics of automatic acquisition, real-time monitoring, real-time evaluation, one-key report output, no manual participation in the whole process, intelligence, convenience and high efficiency.

This invention discloses an industry dictionary for the data analysis field, its construction method, and a semantic element recognition system. The industry dictionary for data analysis includes: an entity lexicon for storing entity words related to the data analysis field; a semantic element lexicon for storing the semantic elements corresponding to each entity word; and a mapping relationship lexicon for storing the mapping relationships between entity words and their corresponding semantic elements. By constructing a structured, dynamically updatable industry dictionary, this invention persistently encapsulates and reuses the powerful semantic understanding capabilities of large language models, successfully transforming the semantic element recognition task from "requiring complex model calculations each time" to "requiring only simple dictionary lookups in most cases," thus achieving breakthrough technical effects in terms of efficiency, cost, and intelligent evolution.