{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11500370","patent":{"patent_number":"US-11500370","title":"System for predictive maintenance using generative adversarial networks for failure prediction","assignee":null,"inventors":[],"filing_date":"2019-08-21T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["G05B","G05B","G06F","G06F","G06N","G06N","G06N","G06V"],"num_claims":14,"abstract":"Example implementations involve a system for Predictive Maintenance using Generative Adversarial Networks for Failure Prediction. Through utilizing three processes concurrently and training them iteratively with data-label pairs, example implementations described herein can thereby generate a more accurate predictive maintenance model than that of the related art. Example implementations further involve shared networks so that the three processes can be trained concurrently while sharing parameters with each other."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System for predictive maintenance using generative adversarial networks for failure prediction","description":"Example implementations involve a system for Predictive Maintenance using Generative Adversarial Networks for Failure Prediction. Through utilizing three processes concurrently and training them itera","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11500370","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-11500370","citation_suggestion":"Patentable. \"System for predictive maintenance using generative adversarial networks for failure prediction\" (US-11500370). https://patentable.app/patents/US-11500370","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11500370","json":"https://patentable.app/api/llm-context/US-11500370","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:05:45.583Z"}