Building system with synthetic data compliance control

A control system for building equipment, the control system comprising:

• building equipment that serve a building space;
• and
• processing circuitry configured to:
• generate building data comprising synthetic measurements of one or more conditions of the building space using a generative artificial intelligence model;
• determine whether the building data correspond to conditions in the building space that comply with one or more regulations or certification standards by comparing a value of an environmental condition or an operating parameter for the building equipment of the building data with a threshold for the environmental condition or a threshold for the operating parameter for the building equipment set by the one or more regulations or certifications standards;
• and
• in response to determining that the building data correspond to conditions of the building space that comply with the one or more regulations or certification standards, using the building data to train another model to manage or control the building equipment or the building space.

A method for controlling building equipment, the method comprising:

• generating building data comprising operating parameters for building equipment using a generative artificial intelligence model;
• predicting a condition of a building space that will result from operating the building equipment according to the operating parameters using a predictive model;
• determining whether the condition of the building space complies with one or more regulations or certification standards by comparing the condition of the building space with a threshold set by the one or more regulations or certification standards;
• in response to determining that the condition complies with the one or more regulations or certification standards, using the building data to train another model to manage or control the building equipment or the building space.