{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9811057","patent":{"patent_number":"US-9811057","title":"Machine learning apparatus and method for learning predicted life of motor, life prediction apparatus and motor system including machine learning apparatus","assignee":null,"inventors":[],"filing_date":"2016-08-26T00:00:00.000Z","publication_date":"2017-11-07T00:00:00.000Z","cpc_codes":["G05B","G05B","G06N","G05B","G05B","G05B","G06N"],"num_claims":12,"abstract":"A machine learning apparatus that learns a condition associated with a predicted life of a motor includes: a state observation unit that observes a state variable composed from at least one of output data of a sensor that detects an operation state of the motor and data relating to presence or absence of a failure in the motor; an actual life data acquisition unit that acquires data relating to an actual life of the motor; and a learning unit that learns the condition associated with the predicted life of the motor in accordance with a training data set created based on a combination of the state variable and the actual life."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning apparatus and method for learning predicted life of motor, life prediction apparatus and motor system including machine learning apparatus","description":"A machine learning apparatus that learns a condition associated with a predicted life of a motor includes: a state observation unit that observes a state variable composed from at least one of output ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9811057","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-9811057","citation_suggestion":"Patentable. \"Machine learning apparatus and method for learning predicted life of motor, life prediction apparatus and motor system including machine learning apparatus\" (US-9811057). https://patentable.app/patents/US-9811057","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9811057","json":"https://patentable.app/api/llm-context/US-9811057","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T11:18:58.592Z"}