Building data platform with digital twin based inferences and predictions for a graphical building model

Abstract

A building system operates to execute the service based on data of a building to generate an inference or a prediction of a condition of a building, store the inference or the prediction, or a link to the inference or the prediction, in the one or more data storage elements of a knowledge graph, the knowledge graph including representations of entities of the building, relationships between the entities of the building, and one or more storage elements storing or linking the operational data, query the knowledge graph to retrieve the inference or the prediction from the knowledge graph, update, responsive to the query, a graphical model of the building including graphical representations of the entities to include the inference or the prediction, and cause a display device of a user device to display the updated graphical model.

What is claimed: 
     
         1 . A building system comprising one or more storage devices storing instructions thereon that, when executed by one or more processors, cause the one or more processors to:
 receive an indication to execute a service;   execute the service based on data of a building to generate an inference or a prediction of a condition of a building;   store, by the service, the inference or the prediction, or a link to the inference or the prediction, in the one or more data storage elements of a knowledge graph, the knowledge graph including representations of entities of the building, relationships between the entities of the building, and one or more storage elements storing or linking the operational data;   query the knowledge graph to retrieve the inference or the prediction from the knowledge graph;   update, responsive to the query, a graphical model of the building including graphical representations of the entities to include the inference or the prediction; and   cause a display device of a user device to display the updated graphical model.   
     
     
         2 . The building system of  claim 1 , wherein the instructions cause the one or more processors to:
 receive an input through the graphical model; and   ingest the input into the knowledge graph,   wherein the input is to execute the service.   
     
     
         3 . The building system of  claim 1 , wherein the instructions cause the one or more processors to link the inference or the prediction, or the link to the inference or the prediction to at least a portion of the graphical model of the building. 
     
     
         4 . The building system of  claim 1 ,
 wherein the prediction or the inference comprises one or more solutions to an issue that affects the building; and   wherein the instructions cause the one or more processors to cause the display device of the user device to display the one or more solutions and a result of implementing the one or more solutions.   
     
     
         5 . The building system of  claim 4 , wherein the instructions cause the one or more processors to implement the one or more solutions in response to a receipt of an entitlement request that verifies the one or more solutions. 
     
     
         6 . The building system of  claim 4 , wherein the service is a first service, and the instructions cause the one or more processors to:
 feed the prediction or the inference into a second service; and   execute the second service to implement the one or more solutions.   
     
     
         7 . The building system of  claim 1 ,
 wherein the data of the building includes timeseries data; and   wherein the instructions cause the one or more processors to update the timeseries data based at least in part on the inference or the prediction.   
     
     
         8 . A method, comprising:
 receiving, by one or more processing circuits, an indication to execute a service;   executing, by the one or more processing circuits, the service based on data of a building to generate an inference or a prediction of a condition of the building;   storing, by the service, the inference or the prediction, or a link to the inference or the prediction, in the one or more data storage elements of the knowledge graph, the knowledge graph including representations of entities of the building, relationships between the entities of the building, and one or more storage elements storing or linking the operational data;   querying, by the one or more processing circuits, the knowledge graph to retrieve the inference or the prediction from the knowledge graph;   updating, responsive to the query, by the one or more processing circuits, a graphical model of the building including graphical representations of the entities to include the inference or the prediction; and   causing, by the one or more processing circuits, a display device of a user device to display the updated graphical model.   
     
     
         9 . The method of  claim 8 , further comprising:
 receiving an input through the graphical model; and   ingesting the input into the knowledge graph,   wherein the input is to execute the service.   
     
     
         10 . The method of  claim 8 , further comprising:
 linking the inference or the prediction, or the link to the inference or the prediction to at least a portion of the graphical model of the building.   
     
     
         11 . The method of  claim 8 , wherein the prediction or the inference comprises one or more solutions to an issue that affects the building, further comprising:
 causing the display device of the user device to display the one or more solutions and a result of implementing the one or more solutions.   
     
     
         12 . The method of  claim 8 , further comprising:
 implementing the one or more solutions in response to a receipt of an entitlement request that verifies the one or more solutions.   
     
     
         13 . The method of  claim 8 , wherein the service is a first service, further comprising:
 feeding the prediction or the inference into a second service; and   executing the second service to implement the one or more solutions.   
     
     
         14 . The method of  claim 8 , wherein the data of the building includes timeseries data, further comprising:
 updating the timeseries data based at least in part on the inference or the prediction.   
     
     
         15 . A building system comprising one or more processing circuits configured to:
 receive an indication to execute a service;   execute the service based on data of a building to generate an inference or a prediction of a condition of the building;   store, by the service, the inference or the prediction, or a link to the inference or the prediction, in the one or more data storage elements of the knowledge graph, the knowledge graph including representations of entities of the building, relationships between the entities of the building, and one or more storage elements storing or linking the operational data;   query the knowledge graph to retrieve the inference or the prediction from the knowledge graph;   update, responsive to the query, a graphical model of the building including graphical representations of the entities to include the inference or the prediction; and   cause a display device of a user device to display the updated graphical model.   
     
     
         16 . The building system of  claim 15 , wherein the one or more processing circuits are configured to:
 receive an input through the graphical model; and   cause the one or more processors to ingest the input into the knowledge graph,   wherein the input is to execute the service.   
     
     
         17 . The building system of  claim 15 , wherein the one or more processing circuits are configured to:
 link the inference or the prediction, or the link to the inference or the prediction to at least a portion of the graphical model of the building.   
     
     
         18 . The building system of  claim 15 , wherein the prediction or the inference comprises one or more solutions to an issue that affects the building, and the one or more processing circuits are configured to:
 cause the display device of the user device to display the one or more solutions and a result of implementing the one or more solutions; and   implement the one or more solutions in response to a receipt of an entitlement request that verifies the one or more solutions.   
     
     
         19 . The building system of  claim 18 , wherein the service is a first service, and the one or more processing circuits are configured to:
 feed the prediction or the inference into a second service; and   execute the second service to implement the one or more solutions.   
     
     
         20 . The building system of  claim 15 , wherein the data of the building includes timeseries data, and the one or more processing circuits are configured to:
 update the timeseries data based at least in part on the inference or the prediction.