公开(公告)号：US12066472B2

公开(公告)日：2024-08-20

申请号：US17566383

申请日：2021-12-30

Applicant: SPARKCOGNITION, INC.

Inventor： Sahil Maheswari ,  Sandeep Gupta ,  Jayesh Shah ,  Kate Wessels

IPC: G01R21/00 ,  G01R22/06 ,  G01W1/10 ,  G01W1/18 ,  G06N20/00 ,  G01R31/00

CPC classification number: G01R21/00 ,  G01W1/10 ,  G01R22/06 ,  G01R31/003 ,  G01W1/18 ,  G06N20/00

Abstract: Calculating energy loss during an outage, including: determining that windspeed data indicating device windspeeds measured at an energy generating device are unavailable within a particular time duration; receiving meteorological data associated with a site location of the energy generating device, the meteorological data including meteorological windspeed data collected within the particular time duration; and predicting one or more estimated device windspeeds at the energy generating device during the particular time duration based on the meteorological data using a trained model for the energy generating device, the trained model being trained using a machine learning algorithm that utilizes historical meteorological windspeed data associated with the site location collected during a previous time duration and corresponding historical device windspeed data measured at the energy generating device during the previous time duration.