{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11936541","patent":{"patent_number":"US-11936541","title":"Method and apparatus for prediction of device failure","assignee":null,"inventors":[],"filing_date":"2018-11-02T00:00:00.000Z","publication_date":"2024-03-19T00:00:00.000Z","cpc_codes":["H04L","H04L","H04L","H04L","H04L","H04L","H04W","H04W","H04W","H04L","H04W"],"num_claims":14,"abstract":"Various embodiments of the present disclosure provide a method for prediction of device failure. The method includes receiving from a network exposure node a request for subscribing to a monitoring report related to a device failure predicted for a terminal device; obtaining, in response to the request, traffic data and current power consumption data of the terminal device; detecting, based on the traffic data, a traffic anomaly of the terminal device; predicting, in response to the detection of the traffic anomaly of the terminal device, a device failure based on the current power consumption data; and transmitting the monitoring report indicating the predicted device failure to the network exposure node. According to the embodiments of the present disclosure, the monitoring event can be extended to predict the device failure of the terminal device."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for prediction of device failure","description":"Various embodiments of the present disclosure provide a method for prediction of device failure. The method includes receiving from a network exposure node a request for subscribing to a monitoring re","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11936541","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11936541","citation_suggestion":"Patentable. \"Method and apparatus for prediction of device failure\" (US-11936541). https://patentable.app/patents/US-11936541","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11936541","json":"https://patentable.app/api/llm-context/US-11936541","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T11:49:55.051Z"}