The present invention concerns a computer-implemented method for power management between a plurality of power sources using reinforcement learning, comprising the steps of receiving input data in real-time for a plurality of individual power sources of a multi-power source system, using a trained allocation policy, which is trained with a reinforcement learning algorithm to optimise a predefined objective and which is parametrized by weights, to distribute power demand to the individual power sources of the multi-power source system in real-time. Preferably the distribution policy is a Dirichlet distribution policy. The invention also concerns a device having a processor performing said method.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    POWER MANAGEMENT METHOD FOR MULTIPLE POWER SOURCE SYSTEMS


    Weitere Titelangaben:

    LEISTUNGSVERWALTUNGSVERFAHREN FÜR MEHRERE STROMVERSORGUNGSSYSTEME
    PROCÉDÉ DE GESTION DE PUISSANCE POUR DE MULTIPLES SYSTÈMES DE SOURCE DE PUISSANCE


    Beteiligte:
    FINK OLGA (Autor:in) / TIAN YUAN (Autor:in)

    Erscheinungsdatum :

    2022-09-21


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    H01M Verfahren oder Mittel, z.B. Batterien, für die direkte Umwandlung von chemischer in elektrische Energie , PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung



    POWER MANAGEMENT METHOD FOR MULTIPLE POWER SOURCE SYSTEMS

    FINK OLGA / TIAN YUAN | Europäisches Patentamt | 2022

    Freier Zugriff

    POWER SOURCE MANAGEMENT DEVICE AND POWER SOURCE MANAGEMENT METHOD

    KURAHASHI NAOYA / MIYAMOTO MASAKI | Europäisches Patentamt | 2019

    Freier Zugriff

    Multiple-source power transmission systems

    Chrostowski, H. / Wajda, P. | Tema Archiv | 1987


    POWER SOURCE MANAGEMENT SYSTEM, VEHICLE AND POWER SOURCE MANAGEMENT METHOD

    YU ZHAO / WANG DEPING / LIU YUANZHI et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    POWER SOURCE MANAGEMENT DEVICE AND POWER SOURCE MANAGEMENT SYSTEM

    SHIOZAKI HIROTOMO | Europäisches Patentamt | 2018

    Freier Zugriff