Dear all,
I am interested in exploring machine learning application to control and modeling of FACTS devices. Can anyone suggest some literature/material to start with? Please refer if anyone is working in this area.
Dear Meera Karamta
Please take a look at these links
Best regards
https://pdfs.semanticscholar.org/43a5/31865ad02763bda7219cc0023c77bcafffdb.pdf
Article FACTS devices controlled by means of reinforcement learning algorithms
Chapter Facts Devices
Article Facts devices
Chapter FACTS Devices
Article Damping of Frequency Analysis using FACTS Devices
I think reinforcement learning is very good for controller design. It does not completely lie within the machine learning domain but lies in AI domain. Have a look at the attached papers:
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1266597
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8917705
Dear Meera Karamta ,
Look the link, maybe helpful.
Article FACTS devices controlled by means of reinforcement learning algorithms
https://pdfs.semanticscholar.org/43a5/31865ad02763bda7219cc0023c77bcafffdb.pdf
https://www.wordstream.com/blog/ws/2017/07/28/machine-learning-applications
Regards,
Shafagat
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