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.…
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Gefördert durch das Programm Open Access Publizieren der DFG und den Publikationsfonds der Bauhaus-Universität Weimar.
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| Document Type: | Article |
|---|---|
| Author: | Amir Hosein MosaviORCiD, Sultan Noman QasemORCiD, Manouchehr ShokriORCiD, Shahab S. BandORCiD, Ardashir MohammadzadehORCiD |
| DOI (Cite-Link): | https://doi.org/10.3390/electronics9091455Cite-Link |
| URN (Cite-Link): | https://nbn-resolving.org/urn:nbn:de:gbv:wim2-20210122-43381Cite-Link |
| URL: | https://www.mdpi.com/2079-9292/9/9/1455 |
| Parent Title (English): | Electronics |
| Publisher: | MDPI |
| Place of publication: | Basel |
| Language: | English |
| Date of Publication (online): | 2021/01/20 |
| Date of first Publication: | 2020/09/06 |
| Release Date: | 2021/01/22 |
| Publishing Institution: | Bauhaus-Universität Weimar |
| Institutes and partner institutions: | Fakultät Bauingenieurwesen / Institut für Strukturmechanik (ISM) |
| Volume: | 2020 |
| Issue: | Volume 9, issue 9, article 1455 |
| Pagenumber: | 19 |
| First Page: | 1 |
| Last Page: | 19 |
| Tag: | OA-Publikationsfonds2020 battery; fractional-order control; photovoltaic; type-3 fuzzy systems |
| GND Keyword: | Fuzzy-Logik; Fotovoltaik |
| Dewey Decimal Classification: | 000 Informatik, Informationswissenschaft, allgemeine Werke / 000 Informatik, Wissen, Systeme |
| BKL-Classification: | 52 Maschinenbau, Energietechnik, Fertigungstechnik / 52.00 Maschinenbau, Energietechnik, Fertigungstechnik: Allgemeines |
| Open Access Publikationsfonds: | Open-Access-Publikationsfonds 2020 |
| Licence (German): |  Creative Commons 4.0 - Namensnennung (CC BY 4.0) |