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.
MACHINE LEARNING-BASED PREDICTION, PLANNING, AND OPTIMIZATION OF TRIP TIME, TRIP COST, AND/OR POLLUTANT EMISSION DURING NAVIGATION
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
2023-07-19
Patent
Elektronische Ressource
Englisch
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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