The Boeing Company

Mohammad Mojtahedzadeh

Shervin Beygi

Robert Anthony Bernicchi

Shawn W Lorimer

Michael John Avendt

Melissa Irace

Karin E Bauer

Alissa Lee Burch

Paul Kevin Woods

Taras Michael Sanow

Kim Truong La

Steven A Heimlich

Emily Samuelson

A method for aircraft maintenance comprises loading, into computer memory, a plurality of unstructured aircraft component records originating from one or more different component status monitors, the plurality of unstructured aircraft component records describing observed maintenance conditions of a plurality of different aircraft components. The plurality of unstructured aircraft component records are provided from computer memory to a natural language processing (NLP) model configured to output a corresponding plurality of digital component, condition, and location (CCL) records for the plurality of different aircraft components. CCL records for a plurality of different CCL types are independently computer aggregated. The CCL records for a selected CCL type are computer aggregated to determine a time-dependent failure distribution for the selected CCL type.

Component record processing for aircraft maintenance

Systems and methods for generating a sensor driven optimized maintenance program are provided. A first maintenance plan for an apparatus type is received; the first maintenance plan defining maintenance tasks for the apparatus type and defining intervals at which the maintenance tasks are to be performed. Historical sensor data, historical scheduled maintenance data, and historical unscheduled maintenance data are received and correlated to determine a predictive value of the sensor data. One or more maintenance optimization objectives of an operator of an apparatus of the apparatus type are received, and the sensor driven optimized maintenance program is generated, based at least on the predictive value of the sensor data and the maintenance optimization objectives. The sensor driven optimized maintenance program includes an adjusted one of the defined intervals.

Systems and methods for optimizing maintenance plans in the presence of sensor data

A method, apparatus, and system for managing information technology services. A current security assurance level for an information technology service related to security in an organization is determined based on assessment information about security factors for the information technology service and performance information about a group of current security controls for the information technology service. A target security assurance level for the information technology service is determined based on a criticality of the information technology service. A graphical representation of a difference between the current security assurance level and the target security assurance level on a display system is displayed. When the difference is greater than a threshold, a graphical indication of additional security controls is displayed that, if implemented for the information technology service, results in the difference between the current and target security assurance level being within a desired security assurance level for protecting the information technology service.

Managing security related information technology services

Growing community of inventors

Seattle, WA, United States of America

Mohammad Mojtahedzadeh