Intelligent Orchestration Systems for Energy and Power Management of Edge Networking Devices and Distributed Energy Entities

Disclosed herein are AI-based platforms for enabling intelligent orchestration and management of power and energy. In various embodiments, the AI-based platform includes a set of adaptive, autonomous data handling systems for energy data collection and transmission from a set of edge networking devices via which a set of distributed energy entities are controlled, wherein the data handling systems are trained based on a training data set to recognize a set of events and/or signals that indicate the energy patterns of the set of distributed energy resources. In some embodiments, the distributed energy entities include at least one energy generation resource, energy consuming entities, and/or energy storage resources. In various embodiments, the training data set includes historical energy generation data and/or historical energy consumption data for a set of entities similar to the entities controlled via the edge networking devices.