公开(公告)号：US20250023349A1

公开(公告)日：2025-01-16

申请号：US18899042

申请日：2024-09-27

Applicant: ABB S.p.A.

Inventor： Mayukha Pal ,  Barin Karmakar ,  Vineeth Reddy

IPC: H02J3/00 ,  H02J13/00

Abstract: A method for performing asset and energy management for an electrical distribution system includes receiving measurement data of plurality of input variables of electrical distribution system; generating coefficient matrix for each output variable used for asset and energy management, based on effects of plurality of input variables on corresponding output variable, using sparse regression. The coefficient matrix comprises one or more input variables from plurality of input variables. Furthermore, the method comprises determining plurality of system representations for each output variable, based on corresponding coefficient matrix. Each of plurality of system representations indicates relationship between one or more input variables and the corresponding output variable. Thereafter, the method comprises identifying system representation from plurality of system representations to train machine learning model for predicting value of output variable, for performing asset and energy management for electrical distribution system.