Anova Law Group, PLLC
Decision support method and apparatus for machinery control
A decision support method for machinery control includes extracting entities and relations from information sources, and creating subject-predicate-object (SPO) triples. Each SPO triple includes a subject entity and an object entity, and a relation between the subject entity and the object entity. The method further includes constructing a knowledge graph (KG) based on the SPO triples. The KG includes a plurality of nodes corresponding to the entities, and a plurality of links corresponding to the relations between the entities. The method also includes predicting missing links between the nodes and adding the predicted links to the KG, and performing diagnostic and prognostic analysis using the KG, including analyzing plain text description of MCS situations to obtain relevant information concerning key components from the KG, recognizing sensor observations and component conditions to diagnose situations of other related components, and providing prognostics by analyzing the present trending/symptom in the MCS operating process.
INTELLIGENT FUSION TECHNOLOGY, INC.
G G G G G G G G G
G06N G06N G05B G06N G06N G06F G06K G06N G06F
inventional inventional inventional inventional additional inventional inventional inventional inventional
Kuo-Chu Jiaoyue Genshe Huamei Bin Thomas M.
Chang Liu Chen Chen Jia Clemons, III