Fuzzy logic enhanced control for a single‐stage grid‐tied photovoltaic system with shunt active filtering capability. (4th July 2021)
- Record Type:
- Journal Article
- Title:
- Fuzzy logic enhanced control for a single‐stage grid‐tied photovoltaic system with shunt active filtering capability. (4th July 2021)
- Main Title:
- Fuzzy logic enhanced control for a single‐stage grid‐tied photovoltaic system with shunt active filtering capability
- Authors:
- Ayachi Amor, Yacine
Hamoudi, Farid
Kheldoun, Aissa
Didier, Gaëtan
Rabiai, Zakaria - Abstract:
- Summary: In this paper, a three‐phase single‐stage grid‐connected photovoltaic (PV) system with active power filtering capability by means of a three‐level T‐type inverter is presented. The system is intended to fulfill many functions: harmonic mitigation, unity power factor operation, maximum power extraction from PV source, and so on. For the proposed system to achieve these tasks with a good dynamic performance, a new control strategy based on the fuzzy logic controller is developed. Fuzzy control has three main stages and each one requires many settings or selection of parameters. A new approach of setting the scaling factors which considerably affect the system's response is proposed. Furthermore, a methodology to properly set the fuzzy rules is suggested. The electrical power chain of the system comprises a farm of a PV source, three‐level T‐type inverter space vector pulse width modulation controlled, inductor filter, non‐linear load, and the utility grid. To evaluate the performance of the proposed control, a processor‐in‐the‐loop is performed as a hardware verification of the inverter control algorithm using a low‐cost STM32F4 discovery board, while the power circuit plant is modeled in the host computer using Matlab/Simulink. The obtained results are very satisfactory and confirm the role of each component, especially in terms of maximum power tracking, power quality, unity power factor operation, and control robustness. Abstract : A three‐phase single‐stageSummary: In this paper, a three‐phase single‐stage grid‐connected photovoltaic (PV) system with active power filtering capability by means of a three‐level T‐type inverter is presented. The system is intended to fulfill many functions: harmonic mitigation, unity power factor operation, maximum power extraction from PV source, and so on. For the proposed system to achieve these tasks with a good dynamic performance, a new control strategy based on the fuzzy logic controller is developed. Fuzzy control has three main stages and each one requires many settings or selection of parameters. A new approach of setting the scaling factors which considerably affect the system's response is proposed. Furthermore, a methodology to properly set the fuzzy rules is suggested. The electrical power chain of the system comprises a farm of a PV source, three‐level T‐type inverter space vector pulse width modulation controlled, inductor filter, non‐linear load, and the utility grid. To evaluate the performance of the proposed control, a processor‐in‐the‐loop is performed as a hardware verification of the inverter control algorithm using a low‐cost STM32F4 discovery board, while the power circuit plant is modeled in the host computer using Matlab/Simulink. The obtained results are very satisfactory and confirm the role of each component, especially in terms of maximum power tracking, power quality, unity power factor operation, and control robustness. Abstract : A three‐phase single‐stage grid‐connected photovoltaic (PV) system with active power filtering capability by means of a three‐level T‐type inverter is presented in this work. The system is intended to fulfill many functions simultaneously: harmonic mitigation, unity power factor operation, maximum power extraction from PV source, and so on. A processor‐in‐the‐loop was performed to evaluate the performance of the system as a hardware verification of the inverter control algorithm using a low‐cost STM32F4 discovery board, while the power circuit plant is modeled in the host computer using Matlab/Simulink. … (more)
- Is Part Of:
- International transactions on electrical energy systems. Volume 31:Number 10(2021)
- Journal:
- International transactions on electrical energy systems
- Issue:
- Volume 31:Number 10(2021)
- Issue Display:
- Volume 31, Issue 10 (2021)
- Year:
- 2021
- Volume:
- 31
- Issue:
- 10
- Issue Sort Value:
- 2021-0031-0010-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2021-07-04
- Subjects:
- active power filter (APF) -- fuzzy logic control (FLC) -- grid‐tied PV system -- processor‐in‐the‐loop (PIL) -- STM32F4 discovery board -- three‐level inverter
Electric power -- Periodicals
Electric power systems -- Periodicals
Electrical engineering -- Periodicals
621.3 - Journal URLs:
- http://www3.interscience.wiley.com/cgi-bin/jtoc/106562716/all ↗
http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)2050-7038 ↗
https://www.hindawi.com/journals/itees/ ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/2050-7038.13008 ↗
- Languages:
- English
- ISSNs:
- 2050-7038
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19959.xml