Central plant optimization system with scalable asset models

A system comprising:

• one or more memory devices having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to perform operations comprising:
• obtaining a base design resource production of a first building asset and a base resource production data set comprising a base resource production of the first building asset at a plurality of operating points;
• calculating a scaled resource production data set comprising a scaled resource production of a second building asset at the plurality of operating points by scaling the base resource production data set based on a new design resource production of the second building asset relative to the base design resource production of the first building asset;
• generating a resource consumption data set comprising a resource consumption of the second building asset at the plurality of operating points based on the scaled resource production data set;
• generating a model for the second building asset relating the resource consumption of the second building asset and the scaled resource production of the second building asset without requiring a model for the first building asset;
• and
• initiating an automated action based on the model for the second building asset.

A non-transitory computer-readable medium having instructions stored thereon that, when executed by one or more processors, cause the one or more processors to:

• obtain a base design resource production of a first building asset and a base resource production data set comprising a base resource production of the first building asset at a plurality of operating points;
• calculate a scaled resource production data set comprising a scaled resource production of a second building asset at the plurality of operating points by scaling the base resource production data set based on a new design resource production of the second building asset relative to the base design resource production of the first building asset;
• generate a resource consumption data set comprising a resource consumption of the second building asset at the plurality of operating points based on the scaled resource production data set;
• generate a model for the second building asset using the resource consumption data set and the scaled resource production data set;
• and
• initiate an automated action based on the model for the second building asset.