18934524. Classifying Decentralized Energy Resources For Controlling A Power Grid (Siemens Aktiengesellschaft)
Classifying Decentralized Energy Resources For Controlling A Power Grid
Organization Name
Inventor(s)
Sebastian Schreck of Nürnberg DE
Sebastian Thiem of Neustadt an der Aisch DE
Mathias Duckheim of Erlangen DE
Classifying Decentralized Energy Resources For Controlling A Power Grid
This abstract first appeared for US patent application 18934524 titled 'Classifying Decentralized Energy Resources For Controlling A Power Grid
Original Abstract Submitted
Various embodiments of the teachings herein include a method for classifying decentralized energy resources within a power grid for control of the power grid. An example includes: determining an affiliation of a respective decentralized energy resource to one of a plurality of classes using an artificial neural network; and carrying out the affiliation by determining an affiliation of the respective energy resource to one of the classes. The artificial neural network is trained to use a load series as input data and determine the assignment of the respective load series to one of the plurality of classes as output data. Multiple specified classes are associated with a technical type of the respective decentralized energy resource. Each of the energy resources is provided with a load series associated with the respective energy resource.