Adaptive controlof grid-service enabled equipment with integrated energy storage

A computer-implemented method of operating a cloud-native predictive control system comprising a cloud-based (CB) controller, wherein the CB controller comprises a processor and a memory, and wherein the computer-implemented method comprises configuring the CB controller to perform CB controller operations comprising:

• electronically storing in the memory a grid-service schedule comprising scheduled future energy storage device (ESD) tasks of an ESD, wherein the ESD is configured to selectively provide power to equipment;
• executing a predictive algorithm to generate, based at least in part on a current ESD condition of the ESD, a predicted future ESD condition of the ESD;
• accessing from the scheduled future ESD tasks a first scheduled future ESD task;
• and
• responsive to a determination by the predictive algorithm that the first scheduled future ESD task is in conflict with the predicted future ESD condition, executing a conflict resolution operation.