A method of predicting, in real-time, a relationship between a vehicle's engine speed, trip time, cost, and fuel consumption, comprising: monitoring vehicle operation over time to acquiring data representing at least a vehicle location, a fuel consumption rate, and operating conditions; generating a predictive model relating the vehicle's engine speed, trip time, and fuel consumption; and receiving at least one constraint on the vehicle's engine speed, trip time, and fuel consumption, and automatically producing from at least one automated processor, based on the predictive model, a constrained output.


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    Titel :

    MACHINE LEARNING-BASED PREDICTION, PLANNING, AND OPTIMIZATION OF TRIP TIME, TRIP COST, AND/OR POLLUTANT EMISSION DURING NAVIGATION


    Weitere Titelangaben:

    AUF MASCHINENLERNEN BASIERENDE VORHERSAGE, PLANUNG UND OPTIMIERUNG DER REISEZEIT, DER REISEKOSTEN UND/ODER DER SCHADSTOFFEMISSION WÄHREND DER NAVIGATION
    PRÉDICTION, PLANIFICATION ET OPTIMISATION BASÉES SUR L'APPRENTISSAGE AUTOMATIQUE DU TEMPS DE VOYAGE, DU COÛT DE VOYAGE ET/OU DE L'ÉMISSION DE POLLUANTS PENDANT LA NAVIGATION


    Beteiligte:
    BHATTACHARYYA BHASKAR (Autor:in) / KING COSMO (Autor:in) / FRIEDMAN SAMUEL (Autor:in) / HENDERSON KIERSTEN (Autor:in) / RUST ALEXA (Autor:in)

    Erscheinungsdatum :

    2023-07-19


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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