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Recent Trends and Issues of Energy Management Systems Using Machine Learning
EnergiesEnergy management systems (EMSs) are regarded as essential components within smart grids. In pursuit of efficiency, reliability, stability, and sustainability, an integrated EMS empowered by machine learning (ML) has been addressed as a promising ...
Seongwoo Lee +5 more
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Techno-economical optimization of wind energy potential and implementation of an electrical energy system equivalent to a 60 MW production plant in the Laghouat region [PDF]
Revista Română de Informatică și Automatică, 2022 This work is a contribution to the techno-economic study of the feasibility of setting up the wind power plant with a capacity of 60 MW for electricity production in the Laghouat region.
Oumelkhier BOUCHIBA +4 more
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Contribution to the forecasting and estimation of solar radiation components at ground level in Algeria [PDF]
Revista Română de Informatică și Automatică, 2023 This paper presents a taxonomy and evaluation of models for forecasting and estimation of various solar irradiation components received at ground; the aim is to compensate for the lack of measures in meteorological stations throughout the country.
Ilyas ROUGAB +2 more
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Modelling effect of temperature and irradiance changes of Assa, Morocco on photovoltaic modules’ performance [PDF]
E3S Web of Conferences, 2021 A mathematical representation of a photovoltaic (PV) solar cell and module performances is demonstrated in this paper. One diode based on the Shockley diode equation model is adopted for simulation and extract the performance indications.
Chakiri Siham, Lamchich My Tahar
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Mining of methane from deposits subaquatic gas hydrates using OTEС [PDF]
E3S Web of Conferences, 2021 The article proposes to using Ocean Thermal Energy Conversion (OTEC) to increase the energy efficiency mining of methane from deposits subaquatic gas hydrates on the gas hydrate cycle (GHET), that will allow not to spend 10-15% of the extracted methane ...
Klymenko Vasyl +4 more
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Experimental Comparative Study to Achieve the Maximum Power Point Tracking of a PV System
Revue des Énergies Renouvelables, 2022 This paper presents a comparison study in different techniques of maximum power point tracking (MPPT), which have been experimented and validated by simulation in the proposed PV system.
Tahar Merizgui +3 more
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Intelligent energy management system [PDF]
2009 7th IEEE International Conference on Industrial Informatics, 2009 Energy management is nowadays a subject of great importance and complexity. It consists in choosing among a set of sources able to produce energy that will give energy to a set of loads by minimising losses and costs. The sources and loads are heterogeneous, distributed and the reaction of the system, the choice of sources, must be done in real-time to
Maurizio Cirrincione +7 more
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Scientific Reports, 2023 Electric drones as an autonomous mode of transport are scaling up to transform last-mile goods delivery, raising an urgent need for assessing impacts of drone transport from a systems perspective.
Aishwarya Raghunatha +4 more
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Energies, 2021 Increasing energy efficiency within the industrial sector is one of the main approaches in order to reduce global greenhouse gas emissions. The production and processing of aluminium is energy and greenhouse gas intensive.
Joakim Haraldsson +3 more
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Intelligent energy management systems: a review
Artificial Intelligence Review, 2023 AbstractClimate 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 use home/work appliances and devices and also reach certain levels of comfort while working or being at home.
Stavros Mischos +2 more
openaire +2 more sources