Title:
SYSTEMS AND METHODS FOR RAMP PREDICTIONS FOR FORECASTING POWER USING NEIGHBORING SITES
Document Type and Number:
WIPO Patent Application WO/2023/178328
Kind Code:
A3
Abstract:
An example method includes, at a weather forecast time, determining a lag between a target renewable energy site and a first nearby site for which respective power measurements are correlated, selecting a first forecast look-ahead time, determining if the first forecast look-ahead time is less than or equal to the lag, determining a series of lagged power measurements at a time of forecast which constitute a series of correlation-based forecasts for power generation at the target site based on the lag, generating a set of ramp predictors incorporating correlation-based forecasts from the first site and the first forecast look-ahead time, receiving power forecast errors, applying sets of decision trees to the predictors and the power forecast errors to obtain predicted forecast errors, and generating second power forecasts for the set of look-ahead times of the target site based on the first power forecasts and the predicted forecast errors.
Inventors:
KEERTHISINGHE CHANAKA (US)
REIS MACHADO DA SILVA ANA RITA (US)
TARDAGUILA CALVO PAULINO (US)
THEIS THOMAS N (US)
HORVATH GABOR (US)
REIS MACHADO DA SILVA ANA RITA (US)
TARDAGUILA CALVO PAULINO (US)
THEIS THOMAS N (US)
HORVATH GABOR (US)
Application Number:
PCT/US2023/064660
Publication Date:
April 25, 2024
Filing Date:
March 17, 2023
Export Citation:
Assignee:
UTOPUS INSIGHTS INC (US)
International Classes:
H02J3/00; F03D17/00; G06N5/01; H02J3/38
Attorney, Agent or Firm:
BRENNAN, Joseph (US)
Download PDF:
Previous Patent: MEMBRANE TRANSLOCATION DOMAINS AND USES THEREOF
Next Patent: METHODS OF ISOLATING POLYPEPTIDES
Next Patent: METHODS OF ISOLATING POLYPEPTIDES