Day-Ahead MPC Energy Management System for an Island Wind/Storage Hybrid Power Plant

Lopez-Rodriguez, R.; Gonzalez, Adriana Aguilera; Vechiu, Ionel; Bacha, Seddik

doi:10.3390/en14041066

Cited by 10 publications

(3 citation statements)

References 46 publications

(59 reference statements)

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“…Also, there are mentionable cases of non-interconnected islands that are located overseas but are classified as European, more specifically in the French overseas region in the Caribbean [99]. For example, in the French island Marie-Galante in the administrative area of Guadeloupe, there is the Petite Place WF, that consists of nine small wind generators of 275 kW each and assisted by a lithium-ion battery of 0.5 MW.…”

Section: Esss Of Non-interconnected Portuguese Islandsmentioning

confidence: 99%

A Review of the Energy Storage Systems of Non-Interconnected European Islands

Fotopoulou,

Pediaditis,

Skopetou

et al. 2024

Sustainability

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The ongoing energy transition has caused a paradigm shift in the architecture of power systems, increasing their sustainability with the installation of renewable energy sources (RES). In most cases, the efficient utilization of renewable energy requires the employment of energy storage systems (ESSs), such as batteries and hydro-pumped storage systems. The need for ESS becomes more apparent when it comes to non-interconnected power systems, where the incorporation of stochastic renewables, such as photovoltaics (PV) systems, may more frequently reduce certain power quality indicators or lead to curtailments. The purpose of this review paper is to present the predominant core technologies related to ESSs, along with their technical and life cycle analysis and the range of ancillary services that they can provide to non-interconnected power systems. Also, it aims to provide a detailed description of existing installations, or combinations of installations, in non-interconnected European islands. Therefore, it provides an overview and maps the current status of storage solutions that enhance the sustainable environmentally friendly operation of autonomous systems.

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Section: Esss Of Non-interconnected Portuguese Islandsmentioning

confidence: 99%

A Review of the Energy Storage Systems of Non-Interconnected European Islands

Fotopoulou,

Pediaditis,

Skopetou

et al. 2024

Sustainability

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“…As a result, the number of wind turbines (WTs) being constructed on a global scale is continuously increasing over the years. In wind-powered systems, the output is intermittent due to the variable speed of the wind, which results in lower efficiency [4]. As a result, penalties for failing to comply with day-ahead bids are now unavoidable.…”

Section: Introductionmentioning

confidence: 99%

Deep Learning Model on Energy Management in Grid-Connected Solar Systems

Nayagam

Abirami

et al. 2022

International Journal of Photoenergy

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Because of increased electricity consumption and the inherent limitations of fossil fuel ability to replenish themselves in the future, a shift to renewable energy sources is unavoidable. Although renewable energy sources are afflicted by intermittency, this problem can be alleviated by combining them with other sources of electricity. As a result of the above situation, the secondary source will take over if the primary source is unable to match the load demand. In this paper, we develop a hybrid renewable source that is connected with grids in an optimal way for the prediction of energy using an energy management system (EMS). The study is aimed at optimal handling of energy production, grid interaction, and the storage system, all of which must be accomplished simultaneously. The current state information from the battery, as well as control objectives, is used in this study to design control actions that maximise the amount of electricity injected into the grid. During the prediction window, it is assumed that the control inputs received at the start of the window will remain consistent throughout the duration of the window. The results of RMSE show errors lesser than 0.3% that shows improved rate of accuracy using EMS.

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“…However, intermittent and stochastic nature of their generation contributes new challenges to power systems [2], [3]. Energy management using load-generation coordination could be one of the solutions for small micro-grids where techno-economic issues tradeoff can be easily performed [4], [5]. In addition, intermittent renewable generation can be covered by spinning reserve in power systems to some extent.…”

Section: Introductionmentioning

confidence: 99%