Fault analysis addressing the combined influence of high penetration of DFIG, SCIG, PMSG wind farms, and PV farms in power grid integration

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This study investigates the integrated impact of high penetration renewable energy sources specifically photovoltaic (PV) farms and wind turbine generators (WTGs) based on Doubly-Fed Induction Generators (DFIG), Squirrel Cage Induction Generators (SCIG), and Permanent Magnet Synchronous Generators (PMSG) on power grid performance under both normal and fault conditions. A hybrid renewable energy system architecture is developed and simulated using MATLAB/Simulink to analyze its dynamic behavior, fault ride-through capability, reactive power demand, and harmonic distortion. The methodology includes detailed modeling of PV arrays, WTGs, and associated power electronic converters, enabling the assessment of system performance during symmetrical (LLLG) and asymmetrical (LG) faults. Results reveal that while DFIGs and PMSGs deliver efficient active power generation, SCIGs exhibit higher reactive power consumption and lower dynamic stability. The study also evaluates total harmonic distortion (THD) and short-circuit ratio (SCR) for each generator type, showing that PMSGs achieve the lowest THD and maintain operational resilience under weak grid conditions (low SCR). These findings offer practical guidance for enhancing grid compliance, stability, and performance in future multi-source renewable energy systems.

ReferencesShowing 10 of 38 papers
  • Open Access Icon
  • Cite Count Icon 17
  • 10.31018/jans.v13i3.2529
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  • Sep 15, 2021
  • Journal of Applied and Natural Science
  • Hina N Kadeval + 1 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 42
  • 10.1108/febe-03-2021-0019
Review of maximum power point tracking algorithms of PV system
  • May 6, 2021
  • Frontiers in Engineering and Built Environment
  • Zakaria Mohamed Salem Elbarbary + 1 more

  • Cite Count Icon 11
  • 10.1109/tia.2019.2932697
VSC Control of Grid Connected PV for Maintaining Power Supply During Open-Phase Condition in Distribution Network
  • Nov 1, 2019
  • IEEE Transactions on Industry Applications
  • Surya Prakash + 1 more

  • Open Access Icon
  • Cite Count Icon 86
  • 10.1007/s42452-018-0134-4
A comparative study of P&O and INC maximum power point tracking techniques for grid-connected PV systems
  • Jan 22, 2019
  • SN Applied Sciences
  • Shazly A Mohamed + 1 more

  • Cite Count Icon 4
  • 10.1109/ever.2015.7112929
Pitch control of a Wind Energy Conversion System based on Permanent Magnet Synchronous Generator (PMSG)
  • Mar 1, 2015
  • Makanga Koumba Paul + 3 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 676
  • 10.1038/s41598-023-50600-8
Discovering biomarkers associated and predicting cardiovascular disease with high accuracy using a novel nexus of machine learning techniques for precision medicine
  • Jan 2, 2024
  • Scientific Reports
  • William Degroat + 5 more

  • Cite Count Icon 5
  • 10.1109/redec.2018.8597744
Modeling, P&O MPPT and PI controls and performance analysis of PV/Energy storage hybrid power system
  • Nov 1, 2018
  • Albert Ayang + 3 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 7
  • 10.3390/app13031743
Fault Analysis of a Small PV/Wind Farm Hybrid System Connected to the Grid
  • Jan 29, 2023
  • Applied Sciences
  • Bilel Dhouib + 3 more

  • Cite Count Icon 2
  • 10.26634/jes.2.1.2236
Fault Analysis on Grid Connected MPPT Based Photovoltaic System
  • Apr 15, 2013
  • i-manager's Journal on Embedded Systems
  • Sibasish Panda + 2 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 37
  • 10.3390/en16010296
The Bearing Faults Detection Methods for Electrical Machines—The State of the Art
  • Dec 27, 2022
  • Energies
  • Muhammad Amir Khan + 4 more

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Recently, sub-synchronous interactions (SSIs) between wind turbine generators and weak AC networks have generated great concerns. Traditional SSIs happened between doubly-fed induction generators (DFIGs) and AC grids with series-compensation. A new type of SSI incident has occurred recently in the AC network connected to a permanent magnet synchronous generator (PMSG) based wind farm, without series compensation. This incident has reignited the research interest in SSIs, especially those associated with PMSG and weak AC grids. Therefore, in order to analyze the characteristics of this new type of SSI, a simplified system model with multiple PMSGs connected with a weak AC grid is established in this paper. In addition, an eigenvalue analysis of the established small-signal model is conducted to investigate the SSI modes of the system. The small-signal stability study is validated by time-domain simulations. The results indicated that the stability of the PMSG based wind farms connected to a weak AC grid is mainly affected by the short-circuit ratio (SCR) and control parameters of the grid-side converter (GSC). A low SCR and inappropriate control parameters of GSC will cause the unstable oscillations in the power system.

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To utilize the renewable energy resources, wind energy conversion systems (WECS) are a popular choice. In WECS, generators such as, Squirrel Cage Induction Generator (SCIG), Permanent Magnet Synchronous Generator (PMSG), Wound Field Synchronous Generator (WFSG), and Doubly Fed Induction Generator (DFIG), are used. Recently PMSG is gaining popularity over conventional generators, due to benefits such as no gearbox, high power density, and high precision and easy to control. Since, these generators are located very near to the load, power quality (PQ) disturbance, due to non-linear loads, mostly affects them. Thus, analysis of wind generator performance with harmonics injected by non-linear loads becomes necessary. This effect of harmonics injected by non-linear loads has been analyzed for PMSG in off-grid mode. The analysis has been performed for different ratings of the PMSG operating with variable wind speed using Mat lab/Simulink. Further, the effects of variation of ratings of PMSG on the total harmonic distortion (THD) of generator voltage and current with variation of wind speed has been analyzed. The results show that higher rating generators are more affected by harmonics in off-grid mode.

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Grid integration of Renewable Energy Systems (RES) involves various types of power electronics-based converters and inverters. The use of these electronic-based devices results in inducing both current and voltage harmonics to the grid. In order to reduce harmonics, especially for large-scale integration of RES, harmonic forecasting is one of many techniques used to design harmonic mitigation devices. The core objective of this work is to develop a novel forecasting model for accurate and reliable harmonic estimation for RES. To achieve this two hybrid generator models are used. First model consists of wind turbine coupled with Doubly Fed Induction Generator (DFIG) combined with Solar Photo Voltaic (PV) based power generator which are connected to common grid. The second model uses Permanent Magnet Synchronous Generator (PMSG) with wind turbine in conjunction with Solar-PV generator. With real world meteorological data (wind speed and solar irradiation) as inputs, these generators simulate and produce output power with current and voltage waveforms. Harmonics are extracted from these waveforms to record, analyze, arrange and forecast future harmonics. Three parameters namely, Total Harmonics Distortion (THD) and the dominant individual harmonic contents, 11 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">th</sup> harmonic (h11) and 13 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">th</sup> harmonic (h13) are forecasted for both voltage and current waveforms. Artificial Neural Networks (ANN) and Adaptive Neuro Fuzzy Inference Systems (ANFIS) are the prominent methods used for forecasting. Three types of three-layered ANN structures namely Cascaded Neural Network with Recurrent Local feedback (3LCRNNL), Cascaded Neural Network with Recurrent Global feedback (3LCRNNG) and Cascaded Neural Network with Local and Global feedback (CRNNGL) have been proposed and utilized in this work with hyperbolic tangent as transfer function to adjust weights and scaled conjugate gradient method as optimizer to reduce training error. ANFIS is also employed with subtractive clustering method to improve adaptability and accuracy of forecasts. The results are compared and presented which shows that ANFIS recorded the best performance for THDV and h13 and 3LCRNNGL for h11 for the Wind DFIG-PV model voltage harmonics forecast. For forecasts of the current harmonics, 3LCRNNGL performed best for THDI and h11, whereas ANFIS performed best for h13. For Wind PMSG-PV generator model, ANFIS yields the best results in every scenario involving voltage and current harmonics.

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  • Research Article
  • Cite Count Icon 16
  • 10.3390/en14206807
Performance Evaluation of Grid-Connected Wind Turbine Generators
  • Oct 18, 2021
  • Energies
  • Henok Ayele Behabtu + 6 more

The risk of oscillation of grid-connected wind turbine generators (WTGs) is well known, making it all the more important to understand the characteristics of different WTGs and analyze their performance so that the problems’ causes are identified and resolved. While many studies have evaluated the performance of grid-connected WTGs, most lack clarity and precision in the modeling and simulation techniques used. Moreover, most of the literature focuses on a single mode of operation of WTGs to analyze their performances. Therefore, this paper updates the literature by considering the different operating conditions for WTGs. Using MATLAB/SIMULINK it expands the evaluation to the full range of vulnerabilities of WTGs: from the wind turbine to grid connection. A network representing grid-connected squirrel-cage induction generator (SCIG) and doubly-fed induction generator (DFIG) wind turbines are selected for simulation. The performances of SCIG and DFIG wind turbines are evaluated in terms of their energy generation capacity during constant rated wind speed, variable wind speed, and ability of fault-ride through during dynamic system transient operating conditions. The simulation results show the performance of DFIG is better than SCIG in terms of its energy generation capacity during variable wind speed conditions and active and reactive power control capability during steady-state and transient operating conditions. As a result, DFIG wind turbine is more suitable for large-scale wind power plants connected to weak utility grid applications than SCIG.

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  • 10.38028/esr.2021.03.0007
Effect of Grid Faults on Dominant Wind Generators for Electric Power System Integration:A Comparison and Assessment
  • Nov 30, 2021
  • Energy Systems Research
  • M M Metwally + 3 more

In recent times, various types of wind generators have been linked to the power grids globally and the focus has been to control them to be more efficient and reliable. This study concisely discusses performance analysis, modeling, and assessment of different wind generators (permanent magnet synchronous generator, doubly-fed induction generator, squirrel cage induction generator), covering their benefits, drawbacks, and impact on the electric power systems. This comparison aims to guarantee that their technical and economic evaluations are comparable, allowing engineers to make a more informed decision about which generator is best suitable for their installation. Findings for the investigated wind generators lead to significant observations about their application fields, such as permanent magnet synchronous generator outperforms doubly-fed induction generator and squirrel cage induction generator, especially during grid disruptions; on the other hand, squirrel cage induction generator is simple and inexpensive.

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