{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11982997","patent":{"patent_number":"US-11982997","title":"Real-time operation of an industrial facility using a machine learning based self-adaptive system","assignee":null,"inventors":[],"filing_date":"2019-09-28T00:00:00.000Z","publication_date":"2024-05-14T00:00:00.000Z","cpc_codes":["G05B","G06Q","G05B","G06Q","G05B"],"num_claims":15,"abstract":"The disclosure provides a method and system of improvement in the real-time operation of a terminal station in an industrial facility using a machine learning-based self-adaptive system comprising obtaining real-time operations data and historical data stored in a local database or at a cloud-storage. The data relates to input parameters of the terminal station. The method includes inputting the input parameter to a machine learning configurable module of the machine learning-based self-adaptive system and analyzing the input parameter using dynamic machine learning models and algorithms to identify patterns to each of the input parameters. The method further includes evaluating the identified pattern against the real-time operations data obtained from the terminal station and predicting at least one output parameter based on the input parameter and the identified pattern against the real-time operations. Based on the prediction, adjusting the output parameter of the real-time operations data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Real-time operation of an industrial facility using a machine learning based self-adaptive system","description":"The disclosure provides a method and system of improvement in the real-time operation of a terminal station in an industrial facility using a machine learning-based self-adaptive system comprising obt","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11982997","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-11982997","citation_suggestion":"Patentable. \"Real-time operation of an industrial facility using a machine learning based self-adaptive system\" (US-11982997). https://patentable.app/patents/US-11982997","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11982997","json":"https://patentable.app/api/llm-context/US-11982997","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:40:49.669Z"}