{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9824060","patent":{"patent_number":"US-9824060","title":"Tool and method for fault detection of devices by condition based maintenance","assignee":null,"inventors":[],"filing_date":"2011-07-21T00:00:00.000Z","publication_date":"2017-11-21T00:00:00.000Z","cpc_codes":["G05B","G05B","G01D","G05B","G06N"],"num_claims":7,"abstract":"The present tool and method relate to device fault detection, diagnosis and prognosis. More particularly, the present tool and method store in a database a plurality of measured indicators representative of at least one dynamic condition of the device. The present tool and method further binarize by a processor the plurality of measured indicators, and analyze the plurality of binarized measured indicators using a machine learning data tool for extracting at least one pattern from the binarized measured indicators by adding at least one different constraint to each iteration. The at least one extracted pattern is indicative of whether the device has a fault or not."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Tool and method for fault detection of devices by condition based maintenance","description":"The present tool and method relate to device fault detection, diagnosis and prognosis. More particularly, the present tool and method store in a database a plurality of measured indicators representat","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9824060","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-9824060","citation_suggestion":"Patentable. \"Tool and method for fault detection of devices by condition based maintenance\" (US-9824060). https://patentable.app/patents/US-9824060","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9824060","json":"https://patentable.app/api/llm-context/US-9824060","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T10:18:48.407Z"}