Method and system for optimization knowledge transfer between automated buildings
AssigneeTransferScience Labs Inc.
InventorsMichael Genkin, Jennifer Jane McArthur
Life of this patent
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AssigneeTransferScience Labs Inc.
InventorsMichael Genkin, Jennifer Jane McArthur
Estimating the term…
A method and system for optimization knowledge transfer between automated buildings is provided. The present invention provides a system that uses transfer learning in conjunction with an intelligent optimization agent to transfer knowledge from an existing, optimized automated building, to a newly commissioning building, to reduce the adverse impact of the intelligent optimization agent's warm-up period. The method of the present invention allows transfer of knowledge gained by optimizing one automated building, to be transferred to another, newly constructed, automated building for which there is no historical energy use data. This allows the newly constructed automated building to reach optimal energy consumption much sooner, resulting in significant financial savings and a reduction in discomfort for building residents.
A system for optimization knowledge transfer between automated buildings, comprising:
Dependencies are inferred from the claim text.