Inverter-Based Resource or Plant Modeling

A non-transitory computer-readable medium on which is stored instructions that, when executed by one or more processors of computing equipment, cause the computing equipment to export a black-box model of an inverter-based resource or plant from a first software platform for use by a second software platform, the instructions configured to cause the computing equipment to:

• simulate, using the first software platform, instantaneous time-domain responses of the inverter-based resource or plant to respective conditions defined by a script, according to the black-box model of the inverter-based resource or plant;
• generate training data from the instantaneous time-domain responses and the respective conditions;
• with the training data, train a machine learning model to model the inverter-based resource or plant, wherein the trained machine learning model is transparent as to its inner workings;
• and
• generate software code that represents the trained machine learning model in terms of software code that is usable for defining a custom model of the inverter-based resource or plant in the second software platform.

Computing equipment for exporting a black-box model of an inverter-based resource or plant from a first software platform for use by a second software platform, the computing equipment comprising processing circuitry configured to:

• simulate, using the first software platform, instantaneous time-domain responses of the inverter-based resource or plant to respective conditions defined by a script, according to the black-box model of the inverter-based resource or plant;
• generate training data from the instantaneous time-domain responses and the respective conditions;
• with the training data, train a machine learning model to model the inverter-based resource or plant, wherein the trained machine learning model is transparent as to its inner workings;
• and
• generate software code that represents the trained machine learning model in terms of software code that is usable for defining a custom model of the inverter-based resource or plant in the second software platform.