Load-Frequency Control in a Deregulated Environment Based on Reinforcement Learning

Journal of Control and Systems Engineering ◽

10.18005/jcse0101002 ◽

2013 ◽

Vol 1 (1) ◽

pp. 9-16 ◽

Author(s):

Fatemeh Daneshfar

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

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A multi-agent deep reinforcement learning-based “Octopus” cooperative load frequency control for an interconnected grid with various renewable units

Sustainable Energy Technologies and Assessments ◽

10.1016/j.seta.2021.101899 ◽

2022 ◽

Vol 51 ◽

pp. 101899

Author(s):

Jiawen Li ◽

Tao Yu ◽

Haoyang Cui

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Load Frequency ◽

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Load Frequency Control of Two Area Microgrid Using Reinforcement Learning Controller

10.1109/icps52420.2021.9670279 ◽

2021 ◽

Author(s):

Subal Beura ◽

Deepak Kumar Soni ◽

Bibhu Prasad Padhy

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

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Load–frequency control: a GA-based multi-agent reinforcement learning

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2009.0168 ◽

2010 ◽

Vol 4 (1) ◽

pp. 13 ◽

Author(s):

F. Daneshfar ◽

H. Bevrani

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Load Frequency ◽

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Stability enhancement through reinforcement learning: Load frequency control case study

2007 iREP Symposium - Bulk Power System Dynamics and Control - VII. Revitalizing Operational Reliability ◽

10.1109/irep.2007.4410552 ◽

2007 ◽

Author(s):

Sara Eftekharnejad ◽

Ali Feliachi

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Control Case ◽

Load Frequency ◽

Stability Enhancement

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Automatic Load Frequency Control for Wind-Thermal Micro Grid Based on Deep Reinforcement Learning

International Journal of Electrical and Electronics Engineering ◽

10.14445/23488379/ijeee-v8i8p101 ◽

2021 ◽

Vol 8 (8) ◽

pp. 1-8

Author(s):

Swetala E G ◽

Sujatha P ◽

Bharath P

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Load Frequency ◽

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Data-Driven Load Frequency Control for Stochastic Power Systems: A Deep Reinforcement Learning Method With Continuous Action Search

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2018.2881359 ◽

2019 ◽

Vol 34 (2) ◽

pp. 1653-1656 ◽

Author(s):

Ziming Yan ◽

Yan Xu

Keyword(s):

Reinforcement Learning ◽

Power Systems ◽

Frequency Control ◽

Load Frequency Control ◽

Data Driven ◽

Learning Method ◽

Continuous Action ◽

Load Frequency ◽

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Experiments of Power-Frequency Constant Estimation of Load-Frequency Control Using Reinforcement Learning

2020 Clemson University Power Systems Conference (PSC) ◽

10.1109/psc50246.2020.9131330 ◽

2020 ◽

Author(s):

Shota Nishimura ◽

Nobuyuki Yamaguchi

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Load Frequency ◽

Power Frequency

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Multi-agent reinforcement learning design of load-frequency Control with frequency bias estimation

The 2nd International Conference on Control, Instrumentation and Automation ◽

10.1109/icciautom.2011.6356675 ◽

2011 ◽

Author(s):

F. Daneshfar ◽

F. Mansoori ◽

H. Bevrani

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Learning Design ◽

Bias Estimation ◽

Load Frequency ◽

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Load Frequency Control: A Deep Multi-Agent Reinforcement Learning Approach

2020 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm41954.2020.9281614 ◽

2020 ◽

Author(s):

Sergio Rozada ◽

Dimitra Apostolopoulou ◽

Eduardo Alonso

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Load Frequency Control ◽

Learning Approach ◽

Load Frequency ◽

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Reinforcement learning-based control design for load frequency control

10.33915/etd.4368 ◽

2008 ◽

Author(s):

Sara Eftekharnejad

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Control Design ◽

Load Frequency Control ◽

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