Building data platform with digital twin based historical scenario generation

A method, comprising:

• receiving, by one or more processing circuits, building data comprising a plurality of data points characterizing entities of a building;
• generating, by the one or more processing circuits, a plurality of different operating scenarios of a building space of the building;
• executing, by the one or more processing circuits, a plurality of artificial intelligence agents using the building data and a graph data structure comprising nodes representing the entities of the building and edges representing relationships between the entities to simulate the plurality of different operating scenarios;
• and
• causing, by the one or more processing circuits, a user device to display a graphic representation of the building and simulated performance indicators generated by the plurality of artificial intelligence agents for at least one operating scenario at a location within the graphic representation corresponding to the building space.

One or more non-transitory storage media storing instructions thereon that, when executed by one or more processors, cause the one or more processors to:

• receive building data comprising a plurality of data points characterizing entities of a building;
• generate a plurality of different operating scenarios of a building space of the building;
• execute a plurality of artificial intelligence agents using the building data and a graph data structure comprising nodes representing the entities of the building and edges representing relationships between the entities to simulate the plurality of different operating scenarios;
• and
• cause a user device to display a graphic representation of the building and simulated performance indicators generated by the plurality of artificial intelligence agents for at least one operating scenario at a location within the graphic representation corresponding to the building space.