Model free adaptive neural controller for standalone photovoltaic distributed generation systems with disturbances

MP Korukonda, R Prakash, S Samanta… - … sustainable energy, 2021 - ieeexplore.ieee.org
… The development of intelligent controllers for an unknown SPVDG system under unknown
1) A novel adaptive neural controller for an unknown SPVDG system in presence of unknown

Decentralized discrete-time adaptive neural network control of interconnected DC distribution system

S Kazemlou, S Mehraeen - IEEE Transactions on Smart Grid, 2014 - ieeexplore.ieee.org
… such systems include medium-size dc distributed generation … the unknown dynamics of
each subsystem. The NN … with no need to utilize large data sets as in offline training schemes. …

Adaptive neural network-based control of a hybrid AC/DC microgrid

N Chettibi, A Mellit, G Sulligoi… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… categories [13]: offline and online trained NN. Offline learning of a neuro-controller is usually
accomplished using a training dataset coming from the system model or from experimental …

Artificial neural networks for controlling wind–PV power systems: A review

K Karabacak, N Cetin - Renewable and Sustainable Energy Reviews, 2014 - Elsevier
… Furthermore, the unknown validation data set produced very accurate … adaptive artificial
neural network for the modeling and simulation of a stand-alone photovoltaic power system

Neural-network-based MPPT control of a stand-alone hybrid power generation system

WM Lin, CM Hong, CH Chen - IEEE transactions on power …, 2011 - ieeexplore.ieee.org
… With advantages of multiple facets and the self-adapting capabilities, RBFN is very useful
for … If the unknown parameter ωn is solved according to the prescribed specifications, the …

Distributed secondary control of islanded micro-grid based on adaptive fuzzy-neural-network-inherited total-sliding-mode control technique

QQ Zhang, RJ Wai - … Journal of Electrical Power & Energy Systems, 2022 - Elsevier
distributed energy resources, which could be composed of several distributed generation
(DG) units, together with energy … Unfortunately, the unknown part of the system model has not …

An Adaptive Fuzzy Controller-Based Distributed Voltage Control Strategy for a Remote Microgrid System with Solar Energy and Battery Support

M Kumar, S Sen, S Kumar… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… for remote isolated or standalone microgrids are available. In [5], … of two distributed generation
models of microturbines. The … adaptive controller for the output voltage control for unknown

Distributed adaptive voltage control of inverter-based microgrids

A Bidram, A Davoudi, FL Lewis… - … Transactions on Energy …, 2014 - ieeexplore.ieee.org
systems with unknown nonlinear dynamics. It is used to design an adaptive and distributed
secondary voltage control. 2… for a standalone distributed generation system: Adaptive voltage …

Adaptive intelligent techniques for microgrid control systems: A survey

MS Mahmoud, NM Alyazidi, MI Abouheaf - … power & energy systems, 2017 - Elsevier
Distributed generation systems have various advantages such … microgrid control systems
in standalone operating mode. … wind turbine with unknown wind speed measurements. Here, …

An integrated seamless control strategy for distributed generators based on a deep learning artificial neural network

AH EL-Ebiary, MA Attia, MI Marei, MA Sameh - Sustainability, 2022 - mdpi.com
… proposed, but the controller is not adaptive to disturbances. … ], where the model parameters
are unknown. The drawback of an … pwm inverters for distributed generation. In Proceedings of …