{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11960298","patent":{"patent_number":"US-11960298","title":"Multi-range vehicle speed prediction using vehicle connectivity for enhanced energy efficiency of vehicles","assignee":null,"inventors":[],"filing_date":"2021-04-08T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G05D","B60W","G05D","G05D","G05D","G05D","G06N","H04W","H04W"],"num_claims":5,"abstract":"An integrated speed prediction framework based on historical traffic data mining and real-time V2I communications for CAVs. The present framework provides multi-horizon speed predictions with different fidelity over short and long horizons. The present multi-horizon speed prediction is integrated with an economic model predictive control (MPC) strategy for the battery thermal management (BTM) of connected and automated electric vehicles (EVs) as a case study. The simulation results over real-world urban driving cycles confirm the enhanced prediction performance of the present data mining strategy over long prediction horizons. Despite the uncertainty in long-range CAV speed predictions, the vehicle level simulation results show that 14% and 19% energy savings can be accumulated sequentially through eco-driving and BTM optimization (eco-cooling), respectively, when compared with normal-driving and conventional BTM strategy."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Multi-range vehicle speed prediction using vehicle connectivity for enhanced energy efficiency of vehicles","description":"An integrated speed prediction framework based on historical traffic data mining and real-time V2I communications for CAVs. The present framework provides multi-horizon speed predictions with differen","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11960298","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-11960298","citation_suggestion":"Patentable. \"Multi-range vehicle speed prediction using vehicle connectivity for enhanced energy efficiency of vehicles\" (US-11960298). https://patentable.app/patents/US-11960298","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11960298","json":"https://patentable.app/api/llm-context/US-11960298","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:20:28.202Z"}