{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11983002","patent":{"patent_number":"US-11983002","title":"Failure probability assessment system and method therefor","assignee":null,"inventors":[],"filing_date":"2020-06-10T00:00:00.000Z","publication_date":"2024-05-14T00:00:00.000Z","cpc_codes":["G05B","G05B","G06N","G06N"],"num_claims":4,"abstract":"The problem of the present invention is to establish how to more accurately estimate the failure probabilities of the components of a machine system that has a small number of failure records. A failure probability assessment system 100 is a system for assessing a failure probability of a component composing a machine system and includes: a failure probability density function parameter database 4 for storing a parameter that determines the failure probability density function of the component; a failure probability density function identification unit 12 for calculating the failure probability density function of the component; and a damage model generation/update unit 7 for generating survival analysis data that has a minimum variation defined by the failure probability density function using failure history data and the time series operation data, wherein the failure probability density function identification unit 12 estimates a failure probability density function parameter from a past failure probability density function parameter stored in the failure probability density function parameter database 4 and the latest survival analysis data using the Bayes estimation."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Failure probability assessment system and method therefor","description":"The problem of the present invention is to establish how to more accurately estimate the failure probabilities of the components of a machine system that has a small number of failure records. A failu","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11983002","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-11983002","citation_suggestion":"Patentable. \"Failure probability assessment system and method therefor\" (US-11983002). https://patentable.app/patents/US-11983002","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11983002","json":"https://patentable.app/api/llm-context/US-11983002","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T15:07:04.347Z"}