Optimizing the initial weights of a PID neural network controller for voltage stabilization of microgrids using a PEO-GA algorithm
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          | Published in | Applied soft computing Vol. 147; p. 110771 | 
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| Main Authors | , , , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
          
        01.11.2023
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| Online Access | Get full text | 
| ISSN | 1568-4946 | 
| DOI | 10.1016/j.asoc.2023.110771 | 
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| ArticleNumber | 110771 | 
    
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| Author | Hasan, Md. Mahmudul Roni, Md. Hassanul Karim Tabassum, Fariya Rana, M.S. Pota, H.R.  | 
    
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| References | Aouchiche (10.1016/j.asoc.2023.110771_b6) 2020; 207 Kang (10.1016/j.asoc.2023.110771_b23) 2014; 135 Zeng (10.1016/j.asoc.2023.110771_b24) 2019; 44 Gholami (10.1016/j.asoc.2023.110771_b28) 2019; 78 Leonori (10.1016/j.asoc.2023.110771_b29) 2020; 86 Patarroyo-Montenegro (10.1016/j.asoc.2023.110771_b1) 2020; 36 Panda (10.1016/j.asoc.2023.110771_b34) 2013; 13 Siddique (10.1016/j.asoc.2023.110771_b8) 2019; 113 Benchouia (10.1016/j.asoc.2023.110771_b20) 2015; 28 Liu (10.1016/j.asoc.2023.110771_b36) 2013; 29 Rodríguez-Molina (10.1016/j.asoc.2023.110771_b26) 2020; 93 Zhang (10.1016/j.asoc.2023.110771_b21) 2020; 32 Esmaeili (10.1016/j.asoc.2023.110771_b16) 2020; 9 Chen (10.1016/j.asoc.2023.110771_b32) 2018; 11 Zeng (10.1016/j.asoc.2023.110771_b31) 2015; 151 Dragičević (10.1016/j.asoc.2023.110771_b39) 2018 Mahmoud (10.1016/j.asoc.2023.110771_b38) 2014; 351 Sarker (10.1016/j.asoc.2023.110771_b9) 2021; 9 He (10.1016/j.asoc.2023.110771_b15) 2020; 68 Chen (10.1016/j.asoc.2023.110771_b33) 2020; 391 Ab-BelKhair (10.1016/j.asoc.2023.110771_b19) 2020; 2020 Nguyen (10.1016/j.asoc.2023.110771_b18) 2021; 9 Chen (10.1016/j.asoc.2023.110771_b37) 2019; 498 Hasan (10.1016/j.asoc.2023.110771_b25) 2021 Dai (10.1016/j.asoc.2023.110771_b7) 2016; 4 Haque (10.1016/j.asoc.2023.110771_b40) 2022; 7 Quan (10.1016/j.asoc.2023.110771_b11) 2020; 68 Roni (10.1016/j.asoc.2023.110771_b27) 2022 Benrabah (10.1016/j.asoc.2023.110771_b17) 2018; 54 Li (10.1016/j.asoc.2023.110771_b35) 2012; 60 Jung (10.1016/j.asoc.2023.110771_b3) 2013; 29 Ebrahim (10.1016/j.asoc.2023.110771_b13) 2021; 15 Gholami-Khesht (10.1016/j.asoc.2023.110771_b5) 2021; 11 Serra (10.1016/j.asoc.2023.110771_b10) 2020; 9 Cong (10.1016/j.asoc.2023.110771_b22) 2009; 56 Lu (10.1016/j.asoc.2023.110771_b30) 2019; 105 Badal (10.1016/j.asoc.2023.110771_b2) 2021; 31 Armin (10.1016/j.asoc.2023.110771_b4) 2020; 8 Haque (10.1016/j.asoc.2023.110771_b14) 2021; 32 Tu (10.1016/j.asoc.2023.110771_b12) 2018  | 
    
| References_xml | – volume: 11 start-page: 2107 issue: 8 year: 2018 ident: 10.1016/j.asoc.2023.110771_b32 article-title: Optimal PQ control of grid-connected inverters in a microgrid based on adaptive population extremal optimization publication-title: Energies doi: 10.3390/en11082107 – volume: 29 start-page: 46 issue: 1 year: 2013 ident: 10.1016/j.asoc.2023.110771_b3 article-title: A three-phase inverter for a standalone distributed generation system: Adaptive voltage control design and stability analysis publication-title: IEEE Trans. Energy Convers. doi: 10.1109/TEC.2013.2288774 – volume: 32 start-page: 1581 issue: 6 year: 2020 ident: 10.1016/j.asoc.2023.110771_b21 article-title: An improved particle swarm algorithm to optimize PID neural network for pressure control strategy of managed pressure drilling publication-title: Neural Comput. Appl. doi: 10.1007/s00521-019-04192-y – start-page: 1 year: 2021 ident: 10.1016/j.asoc.2023.110771_b25 article-title: Modified population extremal optimization based PID neural network for islanded microgrid system – volume: 36 start-page: 7112 issue: 6 year: 2020 ident: 10.1016/j.asoc.2023.110771_b1 article-title: A linear quadratic regulator with optimal reference tracking for three-phase inverter-based islanded microgrids publication-title: IEEE Trans. Power Electron. doi: 10.1109/TPEL.2020.3036594 – volume: 9 start-page: 847 issue: 5 year: 2020 ident: 10.1016/j.asoc.2023.110771_b10 article-title: Nonlinear voltage control for three-phase dc-ac converters in hybrid systems: An application of the pi-pbc method publication-title: Electronics doi: 10.3390/electronics9050847 – start-page: 167 year: 2018 ident: 10.1016/j.asoc.2023.110771_b39 article-title: AC and DC microgrid control – volume: 54 start-page: 6179 issue: 6 year: 2018 ident: 10.1016/j.asoc.2023.110771_b17 article-title: Active disturbance rejection control of LCL-filtered grid-connected inverter using Padé approximation publication-title: IEEE Trans. Ind. Appl. doi: 10.1109/TIA.2018.2855128 – volume: 44 start-page: 320 year: 2019 ident: 10.1016/j.asoc.2023.110771_b24 article-title: Adaptive population extremal optimization-based PID neural network for multivariable nonlinear control systems publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2018.04.008 – volume: 207 start-page: 683 year: 2020 ident: 10.1016/j.asoc.2023.110771_b6 article-title: Meta-heuristic optimization algorithms based direct current and DC link voltage controllers for three-phase grid connected photovoltaic inverter publication-title: Sol. Energy doi: 10.1016/j.solener.2020.06.086 – volume: 28 start-page: 125 year: 2015 ident: 10.1016/j.asoc.2023.110771_b20 article-title: Implementation of adaptive fuzzy logic and PI controllers to regulate the DC bus voltage of shunt active power filter publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2014.10.043 – volume: 151 start-page: 1343 year: 2015 ident: 10.1016/j.asoc.2023.110771_b31 article-title: Design of multivariable PID controllers using real-coded population-based extremal optimization publication-title: Neurocomputing doi: 10.1016/j.neucom.2014.10.060 – volume: 68 start-page: 9919 issue: 10 year: 2020 ident: 10.1016/j.asoc.2023.110771_b11 article-title: Improved dynamic response design for proportional resonant control applied to three-phase grid-forming inverter publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2020.3021654 – volume: 391 start-page: 260 year: 2020 ident: 10.1016/j.asoc.2023.110771_b33 article-title: An adaptive fractional-order BP neural network based on extremal optimization for handwritten digits recognition publication-title: Neurocomputing doi: 10.1016/j.neucom.2018.10.090 – volume: 13 start-page: 4718 issue: 12 year: 2013 ident: 10.1016/j.asoc.2023.110771_b34 article-title: Hybrid BFOA–PSO algorithm for automatic generation control of linear and nonlinear interconnected power systems publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2013.07.021 – volume: 60 start-page: 2237 issue: 6 year: 2012 ident: 10.1016/j.asoc.2023.110771_b35 article-title: Full-feedforward schemes of grid voltages for a three-phase LCL-type grid-connected inverter publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2012.2193864 – volume: 9 start-page: 143690 year: 2021 ident: 10.1016/j.asoc.2023.110771_b9 article-title: Ancillary voltage control design for adaptive tracking performance of microgrid coupled with industrial loads publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3121548 – volume: 9 start-page: 75158 year: 2021 ident: 10.1016/j.asoc.2023.110771_b18 article-title: Improved continuous control set model predictive control for three-phase CVCF inverters: Fuzzy logic approach publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3081718 – volume: 29 start-page: 1176 issue: 3 year: 2013 ident: 10.1016/j.asoc.2023.110771_b36 article-title: A unified control strategy for three-phase inverter in distributed generation publication-title: IEEE Trans. Power Electron. – volume: 135 start-page: 79 year: 2014 ident: 10.1016/j.asoc.2023.110771_b23 article-title: An adaptive PID neural network for complex nonlinear system control publication-title: Neurocomputing doi: 10.1016/j.neucom.2013.03.065 – volume: 113 start-page: 492 year: 2019 ident: 10.1016/j.asoc.2023.110771_b8 article-title: Voltage and current control augmentation of islanded microgrid using multifunction model reference modified adaptive PID controller publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2019.05.065 – volume: 15 start-page: 1371 issue: 8 year: 2021 ident: 10.1016/j.asoc.2023.110771_b13 article-title: Optimal design of proportional-resonant controller and its harmonic compensators for grid-integrated renewable energy sources based three-phase voltage source inverters publication-title: IET Gener. Transm. Distrib. doi: 10.1049/gtd2.12108 – volume: 105 start-page: 249 year: 2019 ident: 10.1016/j.asoc.2023.110771_b30 article-title: Constrained population extremal optimization-based robust load frequency control of multi-area interconnected power system publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2018.08.043 – volume: 31 start-page: 1 issue: 8 year: 2021 ident: 10.1016/j.asoc.2023.110771_b2 article-title: Robust controller design for tracking enhancement of a grid-tied PV-battery microgrid under industrial loads publication-title: IEEE Trans. Appl. Supercond. doi: 10.1109/TASC.2021.3101793 – volume: 4 start-page: 7621 year: 2016 ident: 10.1016/j.asoc.2023.110771_b7 article-title: Double closed-loop PI control of three-phase inverters by binary-coded extremal optimization publication-title: IEEE Access doi: 10.1109/ACCESS.2016.2619691 – volume: 9 start-page: 668 issue: 3 year: 2020 ident: 10.1016/j.asoc.2023.110771_b16 article-title: A sliding mode controller based on robust model reference adaptive proportional-integral control for stand-alone three-phase inverter publication-title: J. Mod. Power Syst. Clean Energy doi: 10.35833/MPCE.2019.000077 – volume: 32 start-page: 214 issue: 1 year: 2021 ident: 10.1016/j.asoc.2023.110771_b14 article-title: Negative imaginary theory-based proportional resonant controller for voltage control of three-phase islanded microgrid publication-title: J. Control Autom. Electr. Syst. doi: 10.1007/s40313-020-00631-7 – volume: 68 start-page: 8391 issue: 9 year: 2020 ident: 10.1016/j.asoc.2023.110771_b15 article-title: Lyapunov-based large-signal control of three-phase stand-alone inverters with inherent dual control loops and load disturbance adaptivity publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2020.3013774 – volume: 351 start-page: 2822 issue: 5 year: 2014 ident: 10.1016/j.asoc.2023.110771_b38 article-title: Modeling and control of microgrid: An overview publication-title: J. Franklin Inst. B doi: 10.1016/j.jfranklin.2014.01.016 – volume: 8 start-page: 135883 year: 2020 ident: 10.1016/j.asoc.2023.110771_b4 article-title: Robust extended H-infinity control strategy using linear matrix inequality approach for islanded microgrid publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3009188 – volume: 93 year: 2020 ident: 10.1016/j.asoc.2023.110771_b26 article-title: Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2020.106342 – volume: 86 year: 2020 ident: 10.1016/j.asoc.2023.110771_b29 article-title: Optimization strategies for Microgrid energy management systems by Genetic Algorithms publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2019.105903 – volume: 11 start-page: 704 issue: 2 year: 2021 ident: 10.1016/j.asoc.2023.110771_b5 article-title: An adaptive model predictive voltage control for LC-filtered voltage source inverters publication-title: Appl. Sci. doi: 10.3390/app11020704 – start-page: 1 year: 2022 ident: 10.1016/j.asoc.2023.110771_b27 article-title: Recent trends in bio-inspired meta-heuristic optimization techniques in control applications for electrical systems: A review publication-title: Int. J. Dyn. Control – volume: 498 start-page: 62 year: 2019 ident: 10.1016/j.asoc.2023.110771_b37 article-title: A many-objective population extremal optimization algorithm with an adaptive hybrid mutation operation publication-title: Inform. Sci. doi: 10.1016/j.ins.2019.05.048 – volume: 7 start-page: 10 issue: 1 year: 2022 ident: 10.1016/j.asoc.2023.110771_b40 article-title: Improved voltage tracking of autonomous microgrid technology using a combined resonant controller with lead-lag compensator adopting negative imaginary theorem publication-title: Prot. Control Mod. Power Syst. doi: 10.1186/s41601-022-00231-4 – start-page: 1 year: 2018 ident: 10.1016/j.asoc.2023.110771_b12 article-title: High voltage quality control strategy of microgrid main inverter for islanded microgrid – volume: 78 start-page: 496 year: 2019 ident: 10.1016/j.asoc.2023.110771_b28 article-title: A modified particle swarm optimization algorithm for scheduling renewable generation in a micro-grid under load uncertainty publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2019.02.042 – volume: 2020 year: 2020 ident: 10.1016/j.asoc.2023.110771_b19 article-title: A study of deep neural network controller-based power quality improvement of hybrid PV/Wind systems by using smart inverter publication-title: Int. J. Photoenergy doi: 10.1155/2020/8891469 – volume: 56 start-page: 3872 issue: 10 year: 2009 ident: 10.1016/j.asoc.2023.110771_b22 article-title: PID-like neural network nonlinear adaptive control for uncertain multivariable motion control systems publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2009.2018433  | 
    
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