Optimal fractional order interval type-2 fuzzy controller for upside-down asymmetric multilevel inverter based dynamic voltage restorer to accurately compensate faulty network voltage
The power quality issue becomes an important concern for the electric power companies, sensitive loads and manufacturers due to deregulation in power supply systems. This paper aims to enhance the power quality features in the distribution system using novel structure of Dynamic Voltage Restorer (DV...
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Published in | Journal of ambient intelligence and humanized computing Vol. 14; no. 12; pp. 16683 - 16701 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.12.2023
Springer Nature B.V |
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Abstract | The power quality issue becomes an important concern for the electric power companies, sensitive loads and manufacturers due to deregulation in power supply systems. This paper aims to enhance the power quality features in the distribution system using novel structure of Dynamic Voltage Restorer (DVR). This costume power device can operate in its best compensation performance and functionality in case that both the control system and multilevel inverter components to be reconditioned. Toward this subject, this paper proposes three following novelties: (1) Upside–Down Asymmetrical Multi-Level Inverter (UDAMLI) topology with reduced structure to create high-step staircase sinusoidal voltage with consideration of low semiconductor switches. (2) Fractional Order Interval Type-2 Fuzzy System (FOIT2FS) for triggering angle control system to create accurate d-q modulation index. (3) Optimal design of triggering angle control system using Stochastic Fractal Search (SFS) to create required voltage reference signals. The aforementioned novelties have significantly upgraded the AC voltage synthesizer part so that DVR can accurately compensate all voltage disturbances such as voltage sag, voltage swell and voltage harmonic distortion. Three different voltage disturbances have been considered to test and analyze the compensation capability of the proposed DVR. Meanwhile, the FOIT2FS-based DVR has been compared with PID, PI
α
D
β
, IT1FS and IT2FS to validate its accuracy and robustness. In the main, the simulation results achieved by proposed compensator and other compensators reveal the high compensation performance of FOIT2FS-based UDAMLI-DVR with trivial Total Harmonic Distortion (THD). Furthermore, it can be stated that the major findings of this paper which are related to the DVR structure are: enhancing the accuracy and compensation capability, reducing the semiconductor count and increasing the cost-effectiveness. |
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AbstractList | The power quality issue becomes an important concern for the electric power companies, sensitive loads and manufacturers due to deregulation in power supply systems. This paper aims to enhance the power quality features in the distribution system using novel structure of Dynamic Voltage Restorer (DVR). This costume power device can operate in its best compensation performance and functionality in case that both the control system and multilevel inverter components to be reconditioned. Toward this subject, this paper proposes three following novelties: (1) Upside–Down Asymmetrical Multi-Level Inverter (UDAMLI) topology with reduced structure to create high-step staircase sinusoidal voltage with consideration of low semiconductor switches. (2) Fractional Order Interval Type-2 Fuzzy System (FOIT2FS) for triggering angle control system to create accurate d-q modulation index. (3) Optimal design of triggering angle control system using Stochastic Fractal Search (SFS) to create required voltage reference signals. The aforementioned novelties have significantly upgraded the AC voltage synthesizer part so that DVR can accurately compensate all voltage disturbances such as voltage sag, voltage swell and voltage harmonic distortion. Three different voltage disturbances have been considered to test and analyze the compensation capability of the proposed DVR. Meanwhile, the FOIT2FS-based DVR has been compared with PID, PIαDβ, IT1FS and IT2FS to validate its accuracy and robustness. In the main, the simulation results achieved by proposed compensator and other compensators reveal the high compensation performance of FOIT2FS-based UDAMLI-DVR with trivial Total Harmonic Distortion (THD). Furthermore, it can be stated that the major findings of this paper which are related to the DVR structure are: enhancing the accuracy and compensation capability, reducing the semiconductor count and increasing the cost-effectiveness. The power quality issue becomes an important concern for the electric power companies, sensitive loads and manufacturers due to deregulation in power supply systems. This paper aims to enhance the power quality features in the distribution system using novel structure of Dynamic Voltage Restorer (DVR). This costume power device can operate in its best compensation performance and functionality in case that both the control system and multilevel inverter components to be reconditioned. Toward this subject, this paper proposes three following novelties: (1) Upside–Down Asymmetrical Multi-Level Inverter (UDAMLI) topology with reduced structure to create high-step staircase sinusoidal voltage with consideration of low semiconductor switches. (2) Fractional Order Interval Type-2 Fuzzy System (FOIT2FS) for triggering angle control system to create accurate d-q modulation index. (3) Optimal design of triggering angle control system using Stochastic Fractal Search (SFS) to create required voltage reference signals. The aforementioned novelties have significantly upgraded the AC voltage synthesizer part so that DVR can accurately compensate all voltage disturbances such as voltage sag, voltage swell and voltage harmonic distortion. Three different voltage disturbances have been considered to test and analyze the compensation capability of the proposed DVR. Meanwhile, the FOIT2FS-based DVR has been compared with PID, PI α D β , IT1FS and IT2FS to validate its accuracy and robustness. In the main, the simulation results achieved by proposed compensator and other compensators reveal the high compensation performance of FOIT2FS-based UDAMLI-DVR with trivial Total Harmonic Distortion (THD). Furthermore, it can be stated that the major findings of this paper which are related to the DVR structure are: enhancing the accuracy and compensation capability, reducing the semiconductor count and increasing the cost-effectiveness. |
Author | Darvish Falehi, Ali Torkaman, Hossein |
Author_xml | – sequence: 1 givenname: Ali orcidid: 0000-0002-8333-0114 surname: Darvish Falehi fullname: Darvish Falehi, Ali organization: Department of Electrical Engineering, Shahid Beheshti University – sequence: 2 givenname: Hossein surname: Torkaman fullname: Torkaman, Hossein email: h_torkaman@sbu.ac.ir organization: Department of Electrical Engineering, Shahid Beheshti University |
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SubjectTerms | Algorithms Artificial Intelligence Asymmetry Compensation Compensators Computational Intelligence Control systems design Controllers Deregulation Digital video recorders Disturbances Electric power supplies Electric utilities Engineering Fractals Fuzzy control Harmonic distortion Heuristic Inverters Optimization Original Research Reference signals Robotics and Automation Topology User Interfaces and Human Computer Interaction Voltage regulators Voltage sags |
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Title | Optimal fractional order interval type-2 fuzzy controller for upside-down asymmetric multilevel inverter based dynamic voltage restorer to accurately compensate faulty network voltage |
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