A system for managing energy usage in a vehicle is provided. The system includes a vehicle control system, an artificial intelligence system, and an energy management module. The vehicle control system is operable to adjust at least one operational parameter of the vehicle. The artificial intelligence (AI) system includes a hybrid neural network configured to: process vehicle operational state and energy consumption information; classify a plurality of operational states of the vehicle; and determine an optimized vehicle operating state based on the classified operational states. The energy management module is coupled to the AI system and the vehicle control system, and: receives operational state and energy consumption information from the vehicle; and modifies the at least one operational parameter to optimize electricity usage of the vehicle.
SOFTWARE DEFINED VEHICLE ELECTRICITY USE OPTIMIZATION
2025-05-01
Patent
Electronic Resource
English
IPC: | G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / 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 / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G06V / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / G10L Analyse oder Synthese von Sprache , SPEECH ANALYSIS OR SYNTHESIS |