Abstract: Systems, computer-implemented methods and/or computer program products that facilitate airline operations and planning management are provided. In one embodiment, a system utilizes a processor that executes computer implemented components stored in memory. A model generation component generates a model of a set of influencers that affect the airline operations. An input component receives data regarding state of a subset of the influencers. An impact component employs the model to determine impact of the state of respective influencers on the airline operations. A scheduling component modifies the airline operations as a function of the determined impact. An update component updates the model to improve model fidelity as a function of collected airline performance data that becomes available after the airline operations have been modified by the scheduling component.

Abstract: The present embodiments related to a machinery failure evaluation system and associated method. The system may receive time-series data associated with a piece of machinery. An anomaly associated with the piece of machinery may automatically be determined by comparing the time-series data with a model associated with the piece of machinery. Furthermore, it may be determined that the anomaly is not a known fault based on performing a lookup of known failure modes. In a case that the anomaly is not a known fault, an alert associated with an unknown failure mode may be transmitted.