A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings

MQ Raza, A Khosravi - Renewable and Sustainable Energy Reviews, 2015 - Elsevier
Electrical load forecasting plays a vital role in order to achieve the concept of next
generation power system such as smart grid, efficient energy management and better power …

On recent advances in PV output power forecast

MQ Raza, M Nadarajah, C Ekanayake - Solar Energy, 2016 - Elsevier
In last decade, the higher penetration of renewable energy resources (RES) in energy
market was encouraged by implementing the energy polices in several developed and …

A new variable step size neural networks MPPT controller: Review, simulation and hardware implementation

S Messalti, A Harrag, A Loukriz - Renewable and Sustainable Energy …, 2017 - Elsevier
In this paper, two new Artificial Neural Network MPPT controllers based on fixed and
variable step size have been proposed and investigated. The data required to generate the …

[HTML][HTML] A review on long-term electrical power system modeling with energy storage

CS Lai, G Locatelli, A Pimm, X Wu, LL Lai - Journal of Cleaner Production, 2021 - Elsevier
Driven by the demand for intermittent power generation, Energy Storage (ES) will be widely
adopted in future electricity grids to provide flexibility and resilience. Technically, there are …

[图书][B] Modern heuristic optimization techniques: theory and applications to power systems

KY Lee, MA El-Sharkawi - 2008 - books.google.com
This book explores how developing solutions with heuristic tools offers two major
advantages: shortened development time and more robust systems. It begins with an …

Comprehensive learning particle swarm optimization for reactive power dispatch

K Mahadevan, PS Kannan - Applied soft computing, 2010 - Elsevier
Reactive power dispatch (RPD) is an optimization problem that reduces grid congestion by
minimizing the active power losses for a fixed economic power dispatch. RPD reduces …

Simultaneous coordinated tuning of PSS and FACTS damping controllers in large power systems

LJ Cai, I Erlich - IEEE Transactions on power systems, 2005 - ieeexplore.ieee.org
This work deals with the simultaneous coordinated tuning of the flexible AC transmission
systems (FACTS) power oscillation damping controller and the conventional power system …

[图书][B] Intelligence through simulated evolution: Forty years of evolutionary programming

LJ Fogel - 1999 - dl.acm.org
Intelligence through simulated evolution | Guide books skip to main content ACM Digital Library
home ACM home Google, Inc. (search) Advanced Search Browse About Sign in Register …

A unified artificial neural network architecture for active power filters

DO Abdeslam, P Wira, J Mercklé… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
In this paper, an efficient and reliable neural active power filter (APF) to estimate and
compensate for harmonic distortions from an AC line is proposed. The proposed filter is …

A new neural networks MPPT controller for PV systems

S Messalti - IREC2015 the sixth international renewable …, 2015 - ieeexplore.ieee.org
In this paper, an Artificial Neural Network (ANN) MPPT controller has been proposed. The
data required to generate the ANN model are obtained from the principle of Perturbation and …