Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Akihisa Sakurai0
Hendrik F. Hamann0
Johannes W. Schmude0
Masao Hasegawa0
Siyuan Lu0
Taku Izumiyama0
Date of Patent
June 21, 2022
0Patent Application Number
167294080
Date Filed
December 29, 2019
0Patent Citations
Patent Primary Examiner
CPC Code
A method of generating an aggregate forecast includes obtaining historical forecasts for a number of time steps and at least one location, obtaining historical conditions for the time steps and the at least one location, training a machine learning algorithm to produce an aggregate historical forecast in response to the historical conditions and the historical forecasts, and producing an aggregate current forecast by running the trained machine learning algorithm on current forecasts. The historical forecasts and the current forecasts vary in at least one of spatial resolution or temporal resolution, and include a first forecast that is valid for a first time step and a second forecast that is valid for a second time step.
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