{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10539932","patent":{"patent_number":"US-10539932","title":"Machine diagnostics based on overall system energy state","assignee":null,"inventors":[],"filing_date":"2017-09-30T00:00:00.000Z","publication_date":"2020-01-21T00:00:00.000Z","cpc_codes":["G05B","G05B","G05B","G05B"],"num_claims":12,"abstract":"An edge device monitors a mechanical system for changes in vibration state. When an overall vibration state of the mechanical system deviates by at least a threshold from an expected vibration state, the edge device can send the data to a server for diagnostic processing. The edge device can thus monitor for a pre-failure condition that suggests an upcoming failure or a need for service. With selective sending of sensor data, the bandwidth and processing associated with diagnostics can be reserved for situations more likely indicative of a condition needing diagnosing, rather than performing constant diagnostic processing."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine diagnostics based on overall system energy state","description":"An edge device monitors a mechanical system for changes in vibration state. When an overall vibration state of the mechanical system deviates by at least a threshold from an expected vibration state, ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10539932","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-10539932","citation_suggestion":"Patentable. \"Machine diagnostics based on overall system energy state\" (US-10539932). https://patentable.app/patents/US-10539932","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10539932","json":"https://patentable.app/api/llm-context/US-10539932","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:38:58.301Z"}