{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11988416","patent":{"patent_number":"US-11988416","title":"Shallow geothermal energy efficient utilization and storage system and method based on deep learning optimization","assignee":null,"inventors":[],"filing_date":"2024-01-12T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G06Q"],"num_claims":7,"abstract":"The present application relates to an efficient shallow geothermal energy utilization and storage system and method based on deep learning optimization. It includes the steps of obtaining current time information; determining theoretical energy consumption demand curve information; acquiring the heat exchange component number information and a corresponding single-member potential energy information; calculating single-member energy storage information according to the single-member potential energy information and preset efficiency threshold information; adding single-member energy storage information corresponding to the heat exchange component number information to obtain total stored energy information; calculating replacement time information according to the theoretical energy consumption demand curve information and the total stored energy information; and replacing the heat exchange component corresponding to the heat exchange component number information at the replacement time."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Shallow geothermal energy efficient utilization and storage system and method based on deep learning optimization","description":"The present application relates to an efficient shallow geothermal energy utilization and storage system and method based on deep learning optimization. It includes the steps of obtaining current time","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11988416","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-11988416","citation_suggestion":"Patentable. \"Shallow geothermal energy efficient utilization and storage system and method based on deep learning optimization\" (US-11988416). https://patentable.app/patents/US-11988416","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11988416","json":"https://patentable.app/api/llm-context/US-11988416","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:45:11.771Z"}