1. A method for predictive analytics in an electrical grid network implemented at least in part by a computer, comprising: aggregating a plurality of events from an electrical grid network; analyzing one or more events of the plurality of events to recognize one or more event patterns; serializing the one or more event patterns in a database; and predicting a future event pattern based on a correlation of the plurality of event patterns.