Gateway system that maps points into a graph schema

A gateway of an environment, the gateway comprising:

• a processing circuit configured to:
• receive a plurality of tags describing a plurality of points of a piece of equipment of the environment;
• generate a first plurality of embeddings of the plurality of tags;
• compare the first plurality of embeddings with a second plurality of embeddings of a plurality of classes of a schema of a graph data structure;
• map the plurality of tags to the plurality of classes of the schema of the graph data structure based on the comparison;
• identify, via machine learning, a plurality of relationships in the schema of the graph data structure between the plurality of tags mapped to the plurality of classes of the schema of the graph data structure;
• and
• communicate data to a system based at least in part on the plurality of tags mapped to the plurality of classes and the plurality of relationships.

A method of a gateway, comprising:

• receiving, by one or more processing circuits of the gateway, a plurality of tags describing a plurality of points of a piece of equipment of the environment;
• generating, by the one or more processing circuits of the gateway, a first plurality of embeddings of the plurality of tags;
• comparing, by the one or more processing circuits of the gateway, the first plurality of embeddings with a second plurality of embeddings of a plurality of classes of a schema of a graph data structure;
• mapping, by the one or more processing circuits of the gateway, the plurality of tags to the plurality of classes of the schema of the graph data structure based on the comparison;
• identifying, by the one or more processing circuits of the gateway, via machine learning, a plurality of relationships in the schema of the graph data structure between the plurality of tags mapped to the plurality of classes of the schema of the graph data structure;
• and
• communicating, by the one or more processing circuits of the gateway, data to a system based at least in part on the plurality of tags mapped to the plurality of classes and the plurality of relationships.

One or more computer readable media storing instructions thereon, that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• receiving a plurality of tags describing a plurality of points of a piece of equipment of an environment;
• generating a first plurality of embeddings of the plurality of tags;
• comparing the first plurality of embeddings with a second plurality of embeddings of a plurality of classes of a schema of a graph data structure;
• mapping the plurality of tags to the plurality of classes of the schema of the graph data structure based on the comparison;
• identifying via machine learning, a plurality of relationships in the schema of the graph data structure between the plurality of tags mapped to the plurality of classes of the schema of the graph data structure;
• and
• communicating data to a system based at least in part on the plurality of tags mapped to the plurality of classes and the plurality of relationships.