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.
POWER MANAGEMENT METHOD FOR MULTIPLE POWER SOURCE SYSTEMS
LEISTUNGSVERWALTUNGSVERFAHREN FÜR MEHRERE STROMVERSORGUNGSSYSTEME
PROCÉDÉ DE GESTION DE PUISSANCE POUR DE MULTIPLES SYSTÈMES DE SOURCE DE PUISSANCE
2022-09-21
Patent
Elektronische Ressource
Englisch
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 |
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