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Performance Comparison of 15-Phase and 9-Phase Permanent Magnet Synchronous Generators Under Healthy, Fault, and Fault-Tolerant Control Conditions: A VSD-Based Analysis.

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Τίτλος: Performance Comparison of 15-Phase and 9-Phase Permanent Magnet Synchronous Generators Under Healthy, Fault, and Fault-Tolerant Control Conditions: A VSD-Based Analysis.
Συγγραφείς: Fatahi, Ahad1 (AUTHOR), Benkhoris, Mohamed Fouad1,2 (AUTHOR) mohamed-fouad.benkhoris@univ-nantes.fr, Ziane, Djamel1 (AUTHOR), Hamida, Mohamed Assaad2 (AUTHOR)
Πηγή: Mathematics (2227-7390). Sep2026, Vol. 14 Issue 17, p3148. 29p.
Θεματικοί όροι: *Fault-tolerant control systems, *Electric generators, *Hardware-in-the-loop simulation, *Vector analysis, *Energy consumption, *Field programmable gate arrays, *Field orientation principle
Περίληψη: Multi-phase permanent magnet synchronous generators (PMSGs) are increasingly adopted in renewable energy systems and isolated microgrids due to their improved fault tolerance, reduced per-phase current stress, and enhanced power density compared to conventional three-phase machines. This article presents a systematic performance comparison between 15-phase and 9-phase PMSGs under four distinct operating conditions: healthy mode, single-phase open-circuit fault (Phase 1), and two fault-tolerant control (FTC) strategies. The first FTC technique involves opening a second phase with approximately 90-degree phase displacement from the faulty phase to attenuate power oscillations and reduce current amplitude imbalances. The second technique involves isolating a complete three-phase set containing the faulty phase without adapting the machine model. Both machines are modeled using the vector space decomposition (VSD) approach under field-oriented control (FOC), and simulations are performed in MATLAB/Simulink. Performance metrics include power efficiency, power losses, power ripple factor, electromagnetic power ripple, stator RMS current evolution, and stator current balance. Results demonstrate that the 15-phase PMSG consistently exhibits lower power ripple (6.5% vs. 15.54% under open-circuit fault), higher efficiency (89.02% vs. 87.44%), and reduced power losses across all fault scenarios. The first fault-tolerant strategy improves performance in both machines but is more effective in the 15-phase configuration. To validate the findings beyond offline simulation, hardware-in-the-loop (HIL) experiments are conducted on an OPAL-RT real-time platform, where the complete system—the PMSG and converter models together with the FOC and fault-tolerant control algorithms—is implemented within its FPGA framework. The HIL results for electromagnetic power and d–q axis stator currents show close agreement with the MATLAB/Simulink results across all operating conditions, confirming the FPGA implementability of the proposed control strategies under real-time constraints. These findings provide actionable insights for the design and control of high-phase-count generators in grid-connected and isolated power systems. [ABSTRACT FROM AUTHOR]
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  Label: Title
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  Data: Performance Comparison of 15-Phase and 9-Phase Permanent Magnet Synchronous Generators Under Healthy, Fault, and Fault-Tolerant Control Conditions: A VSD-Based Analysis.
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  Data: *<searchLink fieldCode="DE" term="%22Fault-tolerant+control+systems%22">Fault-tolerant control systems</searchLink><br />*<searchLink fieldCode="DE" term="%22Electric+generators%22">Electric generators</searchLink><br />*<searchLink fieldCode="DE" term="%22Hardware-in-the-loop+simulation%22">Hardware-in-the-loop simulation</searchLink><br />*<searchLink fieldCode="DE" term="%22Vector+analysis%22">Vector analysis</searchLink><br />*<searchLink fieldCode="DE" term="%22Energy+consumption%22">Energy consumption</searchLink><br />*<searchLink fieldCode="DE" term="%22Field+programmable+gate+arrays%22">Field programmable gate arrays</searchLink><br />*<searchLink fieldCode="DE" term="%22Field+orientation+principle%22">Field orientation principle</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: Multi-phase permanent magnet synchronous generators (PMSGs) are increasingly adopted in renewable energy systems and isolated microgrids due to their improved fault tolerance, reduced per-phase current stress, and enhanced power density compared to conventional three-phase machines. This article presents a systematic performance comparison between 15-phase and 9-phase PMSGs under four distinct operating conditions: healthy mode, single-phase open-circuit fault (Phase 1), and two fault-tolerant control (FTC) strategies. The first FTC technique involves opening a second phase with approximately 90-degree phase displacement from the faulty phase to attenuate power oscillations and reduce current amplitude imbalances. The second technique involves isolating a complete three-phase set containing the faulty phase without adapting the machine model. Both machines are modeled using the vector space decomposition (VSD) approach under field-oriented control (FOC), and simulations are performed in MATLAB/Simulink. Performance metrics include power efficiency, power losses, power ripple factor, electromagnetic power ripple, stator RMS current evolution, and stator current balance. Results demonstrate that the 15-phase PMSG consistently exhibits lower power ripple (6.5% vs. 15.54% under open-circuit fault), higher efficiency (89.02% vs. 87.44%), and reduced power losses across all fault scenarios. The first fault-tolerant strategy improves performance in both machines but is more effective in the 15-phase configuration. To validate the findings beyond offline simulation, hardware-in-the-loop (HIL) experiments are conducted on an OPAL-RT real-time platform, where the complete system—the PMSG and converter models together with the FOC and fault-tolerant control algorithms—is implemented within its FPGA framework. The HIL results for electromagnetic power and d–q axis stator currents show close agreement with the MATLAB/Simulink results across all operating conditions, confirming the FPGA implementability of the proposed control strategies under real-time constraints. These findings provide actionable insights for the design and control of high-phase-count generators in grid-connected and isolated power systems. [ABSTRACT FROM AUTHOR]
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.3390/math14173148
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 29
        StartPage: 3148
    Subjects:
      – SubjectFull: Fault-tolerant control systems
        Type: general
      – SubjectFull: Electric generators
        Type: general
      – SubjectFull: Hardware-in-the-loop simulation
        Type: general
      – SubjectFull: Vector analysis
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      – SubjectFull: Energy consumption
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      – SubjectFull: Field programmable gate arrays
        Type: general
      – SubjectFull: Field orientation principle
        Type: general
    Titles:
      – TitleFull: Performance Comparison of 15-Phase and 9-Phase Permanent Magnet Synchronous Generators Under Healthy, Fault, and Fault-Tolerant Control Conditions: A VSD-Based Analysis.
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            NameFull: Fatahi, Ahad
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            NameFull: Benkhoris, Mohamed Fouad
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            NameFull: Ziane, Djamel
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            – D: 01
              M: 09
              Text: Sep2026
              Type: published
              Y: 2026
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