Model predictive maintenance system with integrated measurement and verification functionality

A method for performing model predictive maintenance (MPM) of building equipment, the method comprising:

• obtaining an objective function that defines a cost of operating the building equipment and performing maintenance on the building equipment as a function of operating decisions and maintenance decisions for the building equipment for a plurality of time steps within a time period;
• performing an optimization of the objective function to generate a maintenance and replacement strategy for the building equipment over a duration of an optimization period;
• estimating a savings loss predicted to result from a deviation from the maintenance and replacement strategy;
• and
• initiating an automated notification action to provide an alert indicating the savings loss to a user device.

A controller for performing model predictive maintenance (MPM) of building equipment, the controller comprising:

• one or more processors;
• and
• one or more non-transitory computer-readable media storing instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• performing an optimization of an objective function to generate a maintenance and replacement strategy for the building equipment over a duration of an optimization period, the objective function defining a cost of operating the building equipment and performing maintenance on the building equipment as a function of operating decisions and maintenance decisions for the building equipment for a plurality of time steps within a time period;
• receiving an input indicating an override of the maintenance and replacement strategy, the override removing a maintenance decision or replacement decision defined by the maintenance and replacement strategy or moving the maintenance decision or replacement decision to a different time;
• estimating a savings loss predicted to result from the override;
• and
• initiating an automated notification action to provide an alert indicating the savings loss to a user device.