This invention describes a computer program that builds intelligent data models, called ontological frameworks, for large-scale industrial facilities like petroleum networks. It works by defining rules to combine information from various sources, even if the data comes in different formats and in real-time. These rules help categorize and link components, events, and methods within the facility, creating a structured understanding that can then be used to discover new insights and answer complex questions about the system.
Why it matters: Filed before the widespread adoption of advanced graph neural networks and large language models. These technologies now significantly simplify the creation of ontological frameworks and knowledge discovery from disparate, real-time data, which were complex challenges in 2019.
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