Joint optimisation of sizing and fuzzy logic power management of a hybrid storage system considering economic reliability indices Article Swipe

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Youssef Krim , Dhaker Abbes , Benoît Robyns ·

YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.1049/iet-rpg.2020.0102

This study is interested in optimisation of both sizing and energy management system of a hybrid storage system (HSS) associated with photovoltaic panels. The battery (BT) considered as the principal storage organ and a super‐capacitor used as the secondary storage system to improve the BT life span makes up the HSS. The main purpose of this study is to explore a novel optimisation approach to jointly optimise the sizing and the fuzzy logic energy management system (FLEMS). In fact, an optimisation function based on sequential quadratic programming algorithm is proposed. The optimisation methodology has been performed jointly and successfully for the sizing of the BT storage system and the membership functions parameters of the FLEMS in order to decrease the levelised cost of energy with a violation time by 5% of mean absolute percentage error score <1.5% throughout the year. According to the simulations results, a benefit analysis has been done to assess the associated financial impact.

Related Topics

Computer Science

Energy Storage

Photovoltaic System

Computer Data Storage

Engineering

Mathematics

Electrical Engineering

Statistics

Physics

Artificial Intelligence

Quantum Mechanics

Art

Visual Arts

Concepts

Sizing Reliability engineering Fuzzy logic Computer science Reliability (semiconductor) Electric power system Energy storage Energy management Photovoltaic system Mathematical optimization Computer data storage Energy management system Power (physics) Energy (signal processing) Engineering Mathematics Electrical engineering Statistics Physics Operating system Artificial intelligence Quantum mechanics Art Visual arts

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Type: article
Language: en
Landing Page: https://doi.org/10.1049/iet-rpg.2020.0102
PDF: https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-rpg.2020.0102
OA Status: bronze
Cited By: 5
References: 27
Related Works: 10
OpenAlex ID: https://openalex.org/W3089112882

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DOI: https://doi.org/10.1049/iet-rpg.2020.0102

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Title: Joint optimisation of sizing and fuzzy logic power management of a hybrid storage system considering economic reliability indices

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Type: article

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Language: en

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Publication year: 2020

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Publication date: 2020-09-24

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Authors: Youssef Krim, Dhaker Abbes, Benoît Robyns

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Landing page: https://doi.org/10.1049/iet-rpg.2020.0102

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Concepts: Sizing, Reliability engineering, Fuzzy logic, Computer science, Reliability (semiconductor), Electric power system, Energy storage, Energy management, Photovoltaic system, Mathematical optimization, Computer data storage, Energy management system, Power (physics), Energy (signal processing), Engineering, Mathematics, Electrical engineering, Statistics, Physics, Operating system, Artificial intelligence, Quantum mechanics, Art, Visual arts

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Cited by: 5

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Citations by year (recent): 2025: 1, 2024: 1, 2023: 2, 2022: 1

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References (count): 27

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