Boeing had five patents in big data during Q4 2023.The patent filed by The Boeing Co in Q4 2023 relates to a method, apparatus, and system for managing maintenance of a vehicle component. It involves receiving sensor data, predicting target parameters using behavior machine learning models, determining prediction metrics, and predicting if maintenance is needed for the component based on historical data. GlobalData’s report on Boeing gives a 360-degreee view of the company including its patenting strategy. Buy the report here.
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Boeing grant share with big data as a theme is 80% in Q4 2023. Grant share is based on the ratio of number of grants to total number of patents.
Recent Patents
Application: Component maintenance prediction system with behavior modeling (Patent ID: US20230401899A1)
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The patent filed by The Boeing Co. describes a method, apparatus, and system for managing maintenance for a component in a vehicle using behavior and maintenance machine learning models. The behavior models predict target parameters characterizing the component's behavior, while the maintenance model predicts if the component will fall out of tolerance. Historical prediction metrics are used to train the models, and sensor data is analyzed to determine maintenance needs based on predicted values and actual parameters.
The method involves training behavior machine learning models to predict target parameters for normal component behavior, determining historical prediction metrics, training a maintenance machine learning model to predict maintenance needs, and using sensor data to assess maintenance requirements. The system includes a computer system with a maintenance manager that follows a similar process, utilizing historical data and sensor inputs to predict maintenance needs based on behavior and maintenance machine learning models. The models are trained using historical sensor data and prediction metrics, with the maintenance model outputting predictions on component tolerance. The system is applicable to various vehicles, including aircraft, and can predict maintenance needs for different phases of flight or modes of operation.
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GlobalData Patent Analytics tracks bibliographic data, legal events data, point in time patent ownerships, and backward and forward citations from global patenting offices. Textual analysis and official patent classifications are used to group patents into key thematic areas and link them to specific companies across the world’s largest industries.
