Rolling horizon optimization based real-time energy management of a residential neighborhood considering PV and ESS usage fairness

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dc.contributor.authorErdinc, Fatma Gulsen
dc.date.accessioned2024-09-11T19:50:48Z
dc.date.available2024-09-11T19:50:48Z
dc.date.issued2023
dc.departmentİstanbul Gelişim Üniversitesien_US
dc.description.abstractThe incorporation of decentralized energy solutions, including solar photovoltaic (PV) installations and energy storage systems (ESSs), into residential communities has received substantial interest in recent times. This is driven by the objective of enhancing the self-reliance of residential zones while decreasing their reliance on centralized power grids. Effective management of these systems can yield advantages such as load equalization, cost reduction, and diminished emissions. The process of optimizing energy management in residential com-munities entails addressing multiple factors, including uncertainty, equity, and efficiency.This study introduces an innovative methodology for real-time energy management in a residential commu-nity, taking into account both the equitable utilization of solar PV and ESS and the minimization of costs. The suggested technique employs rolling horizon optimization and mixed-integer linear programming (MILP) to tackle uncertainties in PV production and guarantee a fair allocation of shared resources. The outcomes of this novel approach showcase its capability to sustain cost-effectiveness while fostering equitable energy consumption.en_US
dc.identifier.doi10.1016/j.apenergy.2023.121275
dc.identifier.issn0306-2619
dc.identifier.issn1872-9118
dc.identifier.scopus2-s2.0-85159433704en_US
dc.identifier.urihttps://doi.org/10.1016/j.apenergy.2023.121275
dc.identifier.urihttps://hdl.handle.net/11363/7674
dc.identifier.volume344en_US
dc.identifier.wosWOS:001007715600001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofApplied Energyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240903_Gen_US
dc.subjectEnergy managementen_US
dc.subjectEnergy storage systemen_US
dc.subjectFair usageen_US
dc.subjectPhotovoltaicen_US
dc.subjectResidential end-usersen_US
dc.subjectRolling horizon optimizationen_US
dc.titleRolling horizon optimization based real-time energy management of a residential neighborhood considering PV and ESS usage fairnessen_US
dc.typeArticleen_US

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