Abstract: Systems, apparatuses, and methods are provided herein for the adaptive management of a network of devices. The system is configured to train a context model, receive signals from the network of devices, determine, based on the context model, context data associate with a current condition of the network of devices, determine a formation plan based on the context data, configure one or more scout applications based on the formation plan and device information stored in the network device database, and cause the one or more scout applications to be executed by the one or more devices in the network of devices.

Abstract: A system for adaptive power grid management includes a scout command module configured to receive a formation plan and a logistics list comprising a plurality of assets for executing tasks in the formation plan, identify an operation loop of the formation plan having a host asset and a plurality of participant assets, determine assigned roles for each of the plurality of participant assets in the operation loop, verify availabilities of each of the plurality of participant assets based on the assigned roles and the asset data stored in the asset database, determine a launch plan for the operation loop for the host asset and the plurality of participant assets, and cause the plurality of the network of devices to execute the formation plan based on the launch plan.

Abstract: A system for adaptive power grid management includes an asset manager module configured to identify a plurality of assets from a provisional logistics list listing assets assigned to one or more tasks of a formation plan having a plurality of states, determine operation objectives for the formation plan, determine operational index requirements for each of the plurality of assets based on the formation plan, verify the plurality of assets have acceptable operation indexes based on the operational index requirements and asset data in the asset database, generate a logistics list comprising verified assets for the plurality of tasks for the formation plan, and cause verified assets of the plurality of network of devices to execute the formation plan.

Abstract: A system for adaptive power grid management includes a data management module configured to communicate with one or more devices on the network of devices to aggregate device data from the network of devices in the asset database, receive a pov file request from one of a plurality of modules in the power grid management system, retrieve asset data from the asset database based on a content of the pov file request, select a view pattern from the patterns database based on the pov file request, form a pov file based on the asset data and the view pattern, and send the pov file to the one of the plurality of modules.

Abstract: A system for adaptive power grid management includes a logistician module configured to determine a federation command template for a formation plan comprising a plurality of tasks and class requirements associated with the tasks, select at least one asset class from the asset database for each task based on comparing asset class attributes associated with a plurality of asset classes and the class requirements associated with the tasks, select at least one asset for each asset class based on asset statuses, assign a task of the formation plan to the at least one asset, and generate a provisional logistics list comprising selected assets for the plurality of tasks of the formation plan.

Abstract: A system for adaptive power grid management includes a formation construct module configured to receive a formation plan and a logistics list comprising a plurality of assets for executing an operation loop in the formation plan, retrieve a matching schema based on comparing the tasks of the operation loop and the logistics list with the plurality of meta objects in the historical meta object database, construct meta objects for plurality of assets based on the matching schema and the formation plan, and cause the plurality of the network of devices to execute the formation plan based on meta objects assigned to the plurality of assets of the network of devices.

Abstract: There is provided a system that includes a correlation module configured to receive input data from a device and generate a composite statement based on the input data and at least one of a condition of the system and domain model data. The system includes a decision module configured to generate recommendation data based on the composite statement. Further, the system includes a control module configured to engage an action at the device based on the recommendation data.

Abstract: There is provided a system that includes a correlation module configured to receive input data from a device and generate a composite statement based on the input data and at least one of a condition of the system and domain model data. The system includes a decision module configured to generate recommendation data based on the composite statement. Further, the system includes a control module configured to engage an action at the device based on the recommendation data.

Abstract: A method of maintaining a distributed database among independently operable sites in which database availability is not interrupted during database update. Commands are provided to each of the sites and the database is assumed to be updated unless otherwise indicated by responses from the sites. Site operation continues whether a command has been executed properly or improperly or not at all, and commands are subsequently repeated until executed properly at all sites. Commands for acting on data in the database are classified by selected characteristics, and may be executed by class to facilitate exploitation of the data in the database. The method is disclosed in an electrical power distribution system in which data in a distributed database is used at plural independently operable command centers for the operation thereof.

Abstract: A database system having a logical database, a knowledge base and a client information module is provided. The knowledge base contains knowledge regarding semantic and syntactic constraints of data relationships of data contained in the logical database. The client information module is coupled between the logical database and the knowledge base, the client information module providing an interface between a user of the database system and allowing use of the logical database according to the knowledge contained in the knowledge base. Since the knowledge necessary to maintain consistency in the database system is already contained in the knowledge base, a user can use the database system, which may contain a plurality of different relational databases, without extensive expertise in the particular databases.