Construction of Operational Data-Driven Power Curve of a Generator by Industry 4.0 Data Analytics

Construction of Operational Data-Driven Power Curve of a Generator by Industry 4.0 Data Analytics

Constructing the power curve of a power generation facility integrated with complex and large-scale industrial processes is a difficult task but can be accomplished using Industry 4.0 data analytics tools. This research attempts to construct the data-driven power curve of the generator installed at...

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Bibliographic Details
Main Authors: Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Muhammad Farooq, Fahid Riaz, Hassan Afroze Ahmad, Ahmad Hassan Kamal, Saqib Anwar, Ahmed M. El-Sherbeeny, Muhammad Haider Khan, Noman Hafeez, Arman Ali, Abdul Samee, Muhammad Ahmad Naeem, Ahsaan Jamil, Hafiz Ali Hassan, Muhammad Muneeb, Ijaz Ahmad Chaudhary, Marcin Sosnowski, Jaroslaw Krzywanski
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Energies
Subjects:
generator power
modeling techniques
operation control
ANN
AutoML
Industry 4.0
Online Access:https://www.mdpi.com/1996-1073/14/5/1227

Internet

https://www.mdpi.com/1996-1073/14/5/1227

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