Abstract: Systems and methods are disclosed for providing model-based diagnostics and analytics for wind turbine generators. Methods comprise: obtaining design data of one or more wind turbines, the design data including one or combinations of failure modes and effects analysis, diagrams/schematics for mechanical, electrical, hydraulic, and pneumatic systems, software logic diagrams, Interface Control Diagrams, component failure rates, a net list, fault codes, troubleshooting manuals, and/or component costs; and generating a wind turbine model based on the design data by: generating relationship models based on the FMEAs, the component failure rates, and/or the component costs; generating sub-system models based on the diagrams/schematics for mechanical, electrical, hydraulic, and pneumatic systems, the software logic diagrams, and/or the ICDs; and logically integrating the sub-system models and the relationship models to form the wind turbine model.

Abstract: Systems, methods, and computer-readable media for coordinating processing of data by multiple networked computing resources include monitoring data associated with a plurality of networked computing resources, and coordinating the routing of data processing segments to the networked computing resources.

Abstract: Systems, methods, and computer-readable media for coordinating processing of data by multiple networked computing resources include monitoring data associated with a plurality of networked computing resources, and coordinating the routing of data processing segments to the networked computing resources.

Abstract: Systems and methods for building a dependency diagnostic model of a complex system are provided. The system may include, but is not limited to, a processor, the processor configured to receive at least one function model corresponding to each assembly of the complex system, at least one health and condition indicator model corresponding to an output of the complex system, a program data dictionary, standard failure modes and propagation rules, determine interdependencies between the plurality of assemblies of the complex system and the output of the complex system based upon the at least one function model, the at least one health and condition indicator model and the program data dictionary, generate the diagnostic model based upon the determined interdependencies between assemblies of the complex system and the output of the complex system, and optimize the generated diagnostic model based upon the standard failure modes and the propagation rules.