Experimental validation of multi-stage optimal energy management for a smart microgrid system under forecasting uncertainties

S Gheouany, H Ouadi, F Giri, S El Bakali - Energy Conversion and …, 2023 - Elsevier
This paper proposes a Multi-stage Energy Management System (MS-EMS) for power
distribution in a smart microgrid comprising a photovoltaic system (PV), an Energy Storage …

Efficient real-time cost optimization of a two-layer electric water heater system under model uncertainties

S El Bakali, H Ouadi, S Gheouany - Energy Conversion and Management, 2024 - Elsevier
The objective of this paper is to implement an automated system for the control of all energy
resources and devices within smart buildings. The paper develops a Two-Layer Electric …

[HTML][HTML] Recent advancement in demand side energy management system for optimal energy utilization

AH Nebey - Energy Reports, 2024 - Elsevier
To enhance the low reliability of supply that has resulted in an increasingly serious energy
crisis and environmental problems, extensive research on new clean renewable energy and …

Energy management controllers: strategies, coordination, and applications

MS Bakare, A Abdulkarim, AN Shuaibu… - Energy …, 2024 - Springer
Energy management controllers (EMCs) are pivotal for optimizing energy consumption and
ensuring operational efficiency across diverse systems. This review paper delves into the …

Optimal active and reactive energy management for a smart microgrid system under the Moroccan grid pricing code

S Gheouany, H Ouadi, S El Bakali - Energy, 2024 - Elsevier
This article presents an innovative active and reactive energy management system (AR-
EMS) specifically designed for residential buildings in Morocco, seamlessly integrated with a …

Bellman–Genetic Hybrid Algorithm Optimization in Rural Area Microgrids

FZ Zahraoui, M Et-taoussi, HE Chakir, H Ouadi… - Energies, 2023 - mdpi.com
Incorporating renewable Distributed Energy Resources (DER) into the main grid is crucial
for achieving a sustainable transition from fossil fuels. However, this generation system is …

Data-Based Solar Radiation Forecasting with Pre-Processing Using Variational Mode Decomposition

S El Bakali, H Ouadi, F Giri, S Gheouany… - … on Control, Decision …, 2023 - ieeexplore.ieee.org
This paper presents a hybrid method for accurately predicting Global Horizontal Irradiance
(GHI) over the following 24 hours to forecast energy production from a photo-voltaic system …

[HTML][HTML] A VMD-Deep Learning Approach for Individual Load Monitoring and Forecasting for Residential Buildings Energy Management

I Jrhilifa, H Ouadi, A Jilbab, N Mounir… - e-Prime-Advances in …, 2024 - Elsevier
This paper presents a comprehensive solution for Multi-Individual load disaggregation and
Multi-individual load Forecasting in residential energy systems. The approach combines …

Adaptive neural network observer for proton-exchange membrane fuel cell system

A El Aoumari, H Ouadi, J El-Bakkouri, F Giri - Clean Energy, 2023 - academic.oup.com
This paper develops an adaptive neural network (NN) observer for proton-exchange
membrane fuel cells (PEMFCs). Indeed, information on the oxygen excess ratio (OER) value …

VMD-GRU Based Non-Intrusive Load Monitoring For Home Energy Management System

I Jrhilifa, H Ouadi, A Jilbab, S Gheouany, N Mounir… - IFAC-PapersOnLine, 2024 - Elsevier
This paper proposes a solution for Non-Intrusive Load Monitoring (NILM) in residential
energy systems. The presented solution offers substantial benefits for load shifting tasks and …