Abstract: A system includes one or more debris sensors or particulate sensors are used to sense engine inlet debris or particulate matter which are drawn into the engine during flight, in real-time. The system employs that information, in conjunction with other engine health and module health techniques, to identify which gas-path modules of the aircraft engine may require maintenance or repair. In one embodiment, existing engine health technique may be based on various engine operational parameters for a new engine or an average engine.

Abstract: A system includes one or more debris sensors or particulate sensors are used to sense engine inlet debris or particulate matter which are drawn into the engine during flight, in real-time. The system employs that information, in conjunction with other engine health and module health techniques, to identify which gas-path modules of the aircraft engine may require maintenance or repair. In one embodiment, existing engine health technique may be based on various engine operational parameters for a new engine or an average engine.

Abstract: Methods, apparatus, systems, and articles of manufacture to implement a random forest are disclosed. An example apparatus includes logic circuitry to, for a first cycle, identify a feature value corresponding to an initial node identifier of a data structure, the feature value including in an input feature array. The apparatus further includes a comparator to compare the feature value to a threshold corresponding to the initial node identifier. The apparatus further includes a register to store an updated node identifier, the updated node identifier being (a) a first updated node identifier when the feature value exceeds the threshold or (b) a second updated node identifier when the feature value is below the threshold, the logic circuitry to use the updated node identifier for a second cycle.