Adaptive Machine Learning for Automated Modeling of Residential Prosumer Agents

Adaptive Machine Learning for Automated Modeling of Residential Prosumer Agents

An efficient participation of prosumers in power system management depends on the quality of information they can obtain. Prosumers actions can be performed by automated agents that are operating in time-changing environments. Therefore, it is essential for them to deal with data stream problems in...

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Bibliographic Details
Main Authors: David Toquica, Kodjo Agbossou, Roland Malhamé, Nilson Henao, Sousso Kelouwani, Alben Cardenas
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Energies
Subjects:
adaptation
concept drift
data streaming
forecast
modeling
prosumer
Online Access:https://www.mdpi.com/1996-1073/13/9/2250

Internet

https://www.mdpi.com/1996-1073/13/9/2250

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