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Fractional-Order Fuzzy Control Approach for Photovoltaic/Battery Systems under Unknown Dynamics, Variable Irradiation and Temperature
- For this paper, the problem of energy/voltage management in photovoltaic (PV)/battery systems was studied, and a new fractional-order control system on basis of type-3 (T3) fuzzy logic systems (FLSs) was developed. New fractional-order learning rules are derived for tuning of T3-FLSs such that the stability is ensured. In addition, using fractional-order calculus, the robustness was studied versusFor this paper, the problem of energy/voltage management in photovoltaic (PV)/battery systems was studied, and a new fractional-order control system on basis of type-3 (T3) fuzzy logic systems (FLSs) was developed. New fractional-order learning rules are derived for tuning of T3-FLSs such that the stability is ensured. In addition, using fractional-order calculus, the robustness was studied versus dynamic uncertainties, perturbation of irradiation, and temperature and abruptly faults in output loads, and, subsequently, new compensators were proposed. In several examinations under difficult operation conditions, such as random temperature, variable irradiation, and abrupt changes in output load, the capability of the schemed controller was verified. In addition, in comparison with other methods, such as proportional-derivative-integral (PID), sliding mode controller (SMC), passivity-based control systems (PBC), and linear quadratic regulator (LQR), the superiority of the suggested method was demonstrated.…
Dokumentart: | Artikel (Wissenschaftlicher) |
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Verfasserangaben: | Amir Hosein MosaviORCiD, Sultan Noman QasemORCiD, Manouchehr ShokriORCiD, Shahab S. BandORCiD, Ardashir MohammadzadehORCiD |
DOI (Zitierlink): | https://doi.org/10.3390/electronics9091455Zitierlink |
URN (Zitierlink): | https://nbn-resolving.org/urn:nbn:de:gbv:wim2-20210122-43381Zitierlink |
URL: | https://www.mdpi.com/2079-9292/9/9/1455 |
Titel des übergeordneten Werkes (Englisch): | Electronics |
Verlag: | MDPI |
Verlagsort: | Basel |
Sprache: | Englisch |
Datum der Veröffentlichung (online): | 20.01.2021 |
Datum der Erstveröffentlichung: | 06.09.2020 |
Datum der Freischaltung: | 22.01.2021 |
Veröffentlichende Institution: | Bauhaus-Universität Weimar |
Institute und Partnereinrichtugen: | Fakultät Bauingenieurwesen / Institut für Strukturmechanik (ISM) |
Jahrgang: | 2020 |
Ausgabe / Heft: | Volume 9, issue 9, article 1455 |
Seitenzahl: | 19 |
Erste Seite: | 1 |
Letzte Seite: | 19 |
Freies Schlagwort / Tag: | OA-Publikationsfonds2020 battery; fractional-order control; photovoltaic; type-3 fuzzy systems |
GND-Schlagwort: | Fuzzy-Logik; Fotovoltaik |
DDC-Klassifikation: | 000 Informatik, Informationswissenschaft, allgemeine Werke / 000 Informatik, Wissen, Systeme |
BKL-Klassifikation: | 52 Maschinenbau, Energietechnik, Fertigungstechnik / 52.00 Maschinenbau, Energietechnik, Fertigungstechnik: Allgemeines |
Open Access Publikationsfonds: | Open-Access-Publikationsfonds 2020 |
Lizenz (Deutsch): | Creative Commons 4.0 - Namensnennung (CC BY 4.0) |