Closed-loop home energy management system with renewable energy sources in a smart grid: A comprehensive review

AO Ali, MR Elmarghany, MM Abdelsalam… - Journal of Energy …, 2022 - Elsevier
Nowadays, energy plays a prominent role in all aspects of our life. So far, unclean and non-
renewable energy, which has severe economic and environmental impacts, dominant the …

Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions

Y Himeur, A Alsalemi, F Bensaali… - … Journal of Intelligent …, 2022 - Wiley Online Library
Smart nonintrusive load monitoring (NILM) represents a cost‐efficient technology for
observing power usage in buildings. It tackles several challenges in transitioning into a more …

Deep clustering of Lagrangian trajectory for multi-task learning to energy saving in intelligent buildings using cooperative multi-agent

RZ Homod, HI Mohammed, A Abderrahmane, OA Alawi… - Applied Energy, 2023 - Elsevier
The intelligent buildings provided various incentives to get highly inefficient energy-saving
caused by the non-stationary building environments. In the presence of such dynamic …

Real time optimal schedule controller for home energy management system using new binary backtracking search algorithm

MS Ahmed, A Mohamed, T Khatib, H Shareef… - Energy and …, 2017 - Elsevier
In the domestic sector, increased energy consumption of home appliances has become a
growing issue. Thus, reducing and scheduling energy usage is the key for any home energy …

Effect of different building envelope materials on thermal comfort and air-conditioning energy savings: A case study in Basra city, Iraq

RZ Homod, A Almusaed, A Almssad, MK Jaafar… - Journal of Energy …, 2021 - Elsevier
Recently, a numerous number of houses has been built using AAC materials, which
consume the most amount of energy in the building sector by Heating, ventilation, and air …

An innovative edge-based internet of energy solution for promoting energy saving in buildings

A Alsalemi, Y Himeur, F Bensaali, A Amira - Sustainable Cities and Society, 2022 - Elsevier
Due to the ubiquity and maturity of Artificial Intelligence (AI), it became an essential tool in
the development real-time Internet of energy (IoE) solutions. Also, since cloud platforms are …

The determination of load profiles and power consumptions of home appliances

F Issi, O Kaplan - Energies, 2018 - mdpi.com
In recent years, the increment of distributed electricity generation based on renewable
energy sources and improvement of communication technologies have caused the …

Deep clustering of cooperative multi-agent reinforcement learning to optimize multi chiller HVAC systems for smart buildings energy management

RZ Homod, ZM Yaseen, AK Hussein… - Journal of Building …, 2023 - Elsevier
Chillers are responsible for almost half of the total energy demand in buildings. Hence, the
obligation of control systems of multi-chiller due to changes indoor environments is one of …

Analysis and optimization of HVAC control systems based on energy and performance considerations for smart buildings

RZ Homod - Renewable Energy, 2018 - Elsevier
The most distinctive properties of the HVAC systems are their large-scale nonlinear systems
that contain large thermal inertia, time variability, nonlinear constraints, uncertain …

Intelligent energy management systems: a review

S Mischos, E Dalagdi, D Vrakas - Artificial Intelligence Review, 2023 - Springer
Climate change has become a major problem for humanity in the last two decades. One of
the reasons that caused it, is our daily energy waste. People consume electricity in order to …