Hybrid machine learning and simulation based system for forecasting in electricity systems

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United States of America Patent

PATENT NO 11669060
APP PUB NO 20210055700A1
SERIAL NO

16544782

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Abstract

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A hybrid machine-learning and simulation-based system provides forecasting for an energy system. The system predicts day-ahead and real-time supply and demand, and prices of energy, and generates inputs to an optimization algorithm performed by an Independent System Operator (ISO) that affects behavior of electricity generators and electricity consumers to improve the economic efficiency of electricity grids, and reduce harmful emissions.

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Patent Owner(s)

Patent OwnerAddress
INVENIA LABS LIMITED95 REGENT STREET CAMBRIDGE CB2 1BQ

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Martins, Eric Perim Cambridge, GB 1 1
Sindoni, Lorenzo Berlin, DE 1 1
Ududec, Cozmin London, GB 1 1

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