Automated Data Filtering Approach for ANN Modeling of Distributed Energy Systems: Exploring the Application of Machine Learning

Automated Data Filtering Approach for ANN Modeling of Distributed Energy Systems: Exploring the Application of Machine Learning

To realize the distributed generation and to make the partnership between the dispatchable units and variable renewable resources work efficiently, accurate and flexible monitoring needs to be implemented. Due to digital transformation in the energy industry, a large amount of data is and will be ca...

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Bibliographic Details
Main Authors: Homam Nikpey Somehsaraei, Susmita Ghosh, Sayantan Maity, Payel Pramanik, Sudipta De, Mohsen Assadi
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Energies
Subjects:
distributed energy generation
automated data filtering
density-based clustering
ANN-based predictive model
Online Access:https://www.mdpi.com/1996-1073/13/14/3750

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https://www.mdpi.com/1996-1073/13/14/3750

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