A bi-Level collaborative optimization strategy for power quality in distribution networks based on fuzzy triple black hole multi-objective optimization algorithm
With the large-scale integration of renewable energy units and electric vehicles (EVs) into distribution networks, enhancing the power quality of these networks has emerged as a critical issue requiring immediate attention. Meanwhile, existing solution methods are inadequate for meeting the multi-ob...
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| Vydané v: | Renewable energy focus Ročník 56; s. 100760 |
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| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier Ltd
01.03.2026
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| ISSN: | 1755-0084 |
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| Abstract | With the large-scale integration of renewable energy units and electric vehicles (EVs) into distribution networks, enhancing the power quality of these networks has emerged as a critical issue requiring immediate attention. Meanwhile, existing solution methods are inadequate for meeting the multi-objective optimization needs of distribution networks. This study establishes a bi-level collaborative optimization strategy for improving power quality in distribution networks. Specifically, the upper planning tier aims to minimize comprehensive costs through multi-component collaborative planning. The lower operational tier, based on the comprehensive performance evaluation decision model (CPEDM), conducts coordinated scheduling of multiple components by considering both economic benefits and power quality indicators. Furthermore, a fuzzy triple black hole multi-objective optimization algorithm (MOFTBH), which boasts high solution quality, uncertainty handling capabilities, and high adaptability, is developed and employed to solve the bi-level collaborative model. The study focuses on the IEEE-33 system as the research subject, leveraging the MOFTBH for analysis. Simulation results indicate that the optimization strategy presented in this study improves economic benefits and power quality by 45.43% and 19.90%, respectively, compared to the case without any optimization. Specifically, indices such as voltage deviation, voltage fluctuation, and harmonic distortion have improved by 39.01% , 127.45% and 113.14% , MOFTBH demonstrates a 30% faster Pareto front convergence rate compared to benchmark algorithms, with a 25% improvement in solution set uniformity. Under equivalent iteration counts, the objective function values show an optimization range of 18.7%–23.4%. This planning model aims to provide intelligent and green strategies for future smart grid construction and facilitate the commercial expansion of distribution network operators. |
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| AbstractList | With the large-scale integration of renewable energy units and electric vehicles (EVs) into distribution networks, enhancing the power quality of these networks has emerged as a critical issue requiring immediate attention. Meanwhile, existing solution methods are inadequate for meeting the multi-objective optimization needs of distribution networks. This study establishes a bi-level collaborative optimization strategy for improving power quality in distribution networks. Specifically, the upper planning tier aims to minimize comprehensive costs through multi-component collaborative planning. The lower operational tier, based on the comprehensive performance evaluation decision model (CPEDM), conducts coordinated scheduling of multiple components by considering both economic benefits and power quality indicators. Furthermore, a fuzzy triple black hole multi-objective optimization algorithm (MOFTBH), which boasts high solution quality, uncertainty handling capabilities, and high adaptability, is developed and employed to solve the bi-level collaborative model. The study focuses on the IEEE-33 system as the research subject, leveraging the MOFTBH for analysis. Simulation results indicate that the optimization strategy presented in this study improves economic benefits and power quality by 45.43% and 19.90%, respectively, compared to the case without any optimization. Specifically, indices such as voltage deviation, voltage fluctuation, and harmonic distortion have improved by 39.01% , 127.45% and 113.14% , MOFTBH demonstrates a 30% faster Pareto front convergence rate compared to benchmark algorithms, with a 25% improvement in solution set uniformity. Under equivalent iteration counts, the objective function values show an optimization range of 18.7%–23.4%. This planning model aims to provide intelligent and green strategies for future smart grid construction and facilitate the commercial expansion of distribution network operators. |
| ArticleNumber | 100760 |
| Author | Xu, Jiajing Yang, Peng Wu, Chilv Zhong, Rui Guo, Lingjun Wang, Zhicong Yang, Xiaohui Tu, Zekai |
| Author_xml | – sequence: 1 givenname: Xiaohui surname: Yang fullname: Yang, Xiaohui – sequence: 2 givenname: Jiajing surname: Xu fullname: Xu, Jiajing email: 490580735@qq.com – sequence: 3 givenname: Chilv surname: Wu fullname: Wu, Chilv – sequence: 4 givenname: Lingjun surname: Guo fullname: Guo, Lingjun – sequence: 5 givenname: Zhicong surname: Wang fullname: Wang, Zhicong – sequence: 6 givenname: Rui surname: Zhong fullname: Zhong, Rui – sequence: 7 givenname: Zekai surname: Tu fullname: Tu, Zekai – sequence: 8 givenname: Peng surname: Yang fullname: Yang, Peng |
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| Cites_doi | 10.1016/j.epsr.2024.111024 10.1016/j.solener.2022.10.056 10.1016/j.egyr.2022.02.287 10.1016/j.energy.2023.128070 10.1016/j.ijepes.2010.06.021 10.1016/j.egyr.2022.09.071 10.1016/j.ijepes.2023.109590 10.1016/j.engappai.2024.109112 10.1016/j.epsr.2023.110101 10.1016/j.epsr.2019.105957 10.1016/j.est.2024.113362 10.1016/j.esd.2024.101536 10.1016/j.apenergy.2024.122846 10.1016/j.epsr.2024.110246 10.1016/j.ijepes.2024.110055 10.1109/TSG.2020.2968394 10.1016/j.apenergy.2019.113468 10.1016/j.est.2022.104762 10.1016/j.engfailanal.2022.106463 10.1016/j.renene.2024.120892 10.1016/j.isatra.2024.05.036 10.1016/j.epsr.2025.112008 10.1109/TSG.2023.3277087 10.1016/j.ijepes.2013.08.016 10.1016/j.est.2024.110967 10.1016/j.est.2025.116782 10.1016/j.jenvman.2024.122146 10.1016/j.renene.2024.121787 10.1016/j.isatra.2020.07.024 10.1016/j.rser.2024.114767 10.1016/0378-7796(93)90011-3 10.1016/j.eswa.2023.123059 10.1016/j.eswa.2025.128702 |
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| Keywords | Multi-component collaborative governance Power quality Bi-level optimization of distribution networks Fuzzy triple black hole multi-objective optimization algorithm Fuzzy logic controller Comprehensive performance evaluation decision model |
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| References | Fan, Yang, Ke (b12) 2024; 159 Sultana, Sharifi, Haque (b22) 2024; 368 Shao, Wang, Qiao (b7) 2024; 237 Guo, Xu, Shao (b15) 2022; 8 Rezapour, Fathnia, Fiuzy (b9) 2024; 155 Daramukkala, Mohanty, Behera (b10) 2024; 151 Ravinder, Bansal (b18) 2019; 177 Zhong, Cai, Wang (b26) 2025; 127 Meng, Yang, Zhu (b4) 2024; 362 Kumar, Sharma, Sadu (b34) 2011; 33 Fu, Zhang (b36) 2022; 248 Chen, Han (b13) 2022; 8 Wang, Liu, Liu (b37) 2025; 249 Moslem, Tezel, Ovgu Kinay (b30) 2024; 137 Zhang, Xu (b28) 2020; 11 Matin, Mansouri, Bayat (b23) 2022; 52 Wen, Nie, Du (b32) 2022; 139 Siddharthan, Shunmugalatha (b17) 2024; 229 Shaik, Gaonkar, Nuvvula (b27) 2024; 245 K. k., s. Jayalakshmi, Jadoun (b16) 2024; 84 Shehab, Faisal, Ahmed (b19) 2024; 237 Bozalakov, Laveyne, Desmet (b14) 2019 Gupta, Swarnkar, Niazi (b5) 2014; 54 Soltani-Nejad, Mahdi (b24) 2026; 295 Çolak (b21) 2024; 82 Nareshkumar, Das (b3) 2024; 203 Das, Bass, Mahmoud (b11) 2019; 252 Maghami, Mohammad Reza (b25) 2025; 27 Dhillon, Parti, Kothari (b33) 1993; 26 Yan, Xing, Xu (b1) 2024; 15 Kumar, Kumar, Jarial (b6) 2024; 230 Fang, Ma, Liao (b35) 2024; 99 Águila-León, Vargas-Salgado, Díaz-Bello (b8) 2024; 230 Zare Banadkouki (b31) 2023; 279 Jing, Zhu, Wang (b20) 2024; 83 Adebiyi, Davidson (b2) 2023 Toumi, Allali, Meftouhi (b29) 2020; 107 Bozalakov (10.1016/j.ref.2025.100760_b14) 2019 Gupta (10.1016/j.ref.2025.100760_b5) 2014; 54 Sultana (10.1016/j.ref.2025.100760_b22) 2024; 368 Shao (10.1016/j.ref.2025.100760_b7) 2024; 237 Guo (10.1016/j.ref.2025.100760_b15) 2022; 8 Nareshkumar (10.1016/j.ref.2025.100760_b3) 2024; 203 Toumi (10.1016/j.ref.2025.100760_b29) 2020; 107 Wen (10.1016/j.ref.2025.100760_b32) 2022; 139 Fang (10.1016/j.ref.2025.100760_b35) 2024; 99 Kumar (10.1016/j.ref.2025.100760_b34) 2011; 33 Jing (10.1016/j.ref.2025.100760_b20) 2024; 83 Kumar (10.1016/j.ref.2025.100760_b6) 2024; 230 Chen (10.1016/j.ref.2025.100760_b13) 2022; 8 Ravinder (10.1016/j.ref.2025.100760_b18) 2019; 177 K. k. (10.1016/j.ref.2025.100760_b16) 2024; 84 Soltani-Nejad (10.1016/j.ref.2025.100760_b24) 2026; 295 Maghami (10.1016/j.ref.2025.100760_b25) 2025; 27 Shehab (10.1016/j.ref.2025.100760_b19) 2024; 237 Rezapour (10.1016/j.ref.2025.100760_b9) 2024; 155 Fan (10.1016/j.ref.2025.100760_b12) 2024; 159 Dhillon (10.1016/j.ref.2025.100760_b33) 1993; 26 Das (10.1016/j.ref.2025.100760_b11) 2019; 252 Daramukkala (10.1016/j.ref.2025.100760_b10) 2024; 151 Siddharthan (10.1016/j.ref.2025.100760_b17) 2024; 229 Çolak (10.1016/j.ref.2025.100760_b21) 2024; 82 Adebiyi (10.1016/j.ref.2025.100760_b2) 2023 Meng (10.1016/j.ref.2025.100760_b4) 2024; 362 Shaik (10.1016/j.ref.2025.100760_b27) 2024; 245 Zare Banadkouki (10.1016/j.ref.2025.100760_b31) 2023; 279 Wang (10.1016/j.ref.2025.100760_b37) 2025; 249 Fu (10.1016/j.ref.2025.100760_b36) 2022; 248 Águila-León (10.1016/j.ref.2025.100760_b8) 2024; 230 Matin (10.1016/j.ref.2025.100760_b23) 2022; 52 Yan (10.1016/j.ref.2025.100760_b1) 2024; 15 Zhong (10.1016/j.ref.2025.100760_b26) 2025; 127 Zhang (10.1016/j.ref.2025.100760_b28) 2020; 11 Moslem (10.1016/j.ref.2025.100760_b30) 2024; 137 |
| References_xml | – volume: 27 year: 2025 ident: b25 article-title: Multi-objective optimization of unbalanced power distribution systems: a comprehensive approach to address uncertainties and enhance performance publication-title: Energy Convers. Manag.: X – volume: 229 year: 2024 ident: b17 article-title: A robust approach for mitigating load voltage imbalances using glowworm swarm optimizer for power quality enrichment publication-title: Electr. Power Syst. Res. – volume: 177 year: 2019 ident: b18 article-title: Investigations on shunt active power filter in a PV-wind-FC based hybrid renewable energy system to improve power quality using hardware-in-the-loop testing platform publication-title: Electr. Power Syst. Res. – volume: 230 year: 2024 ident: b8 article-title: Optimizing photovoltaic systems: A meta-optimization approach with GWO-enhanced PSO algorithm for improving MPPT controllers publication-title: Renew. Energy – volume: 248 start-page: 28 year: 2022 end-page: 40 ident: b36 article-title: A novel method based on tuna swarm algorithm under complex partial shading conditions in PV system publication-title: Sol. Energy – volume: 155 year: 2024 ident: b9 article-title: Enhancing power quality and loss optimization in distorted distribution networks utilizing capacitors and active power filters: A simultaneous approach publication-title: Int. J. Electr. Power Energy Syst. – volume: 127 year: 2025 ident: b26 article-title: Two-stage hybrid energy storage configuration method for distribution networks based on ICEEMDAN and multi-objective optimization publication-title: J. Energy Storage – volume: 26 start-page: 179 year: 1993 end-page: 186 ident: b33 article-title: Stochastic economic emission load dispatch publication-title: Electr. Power Syst. Res. – volume: 8 start-page: 1680 year: 2022 end-page: 1688 ident: b15 article-title: Comprehensive evaluation of power quality of coal mine power grid based on equilibrium empowerment and improved grey relational projection method publication-title: Energy Rep. – volume: 151 start-page: 324 year: 2024 end-page: 349 ident: b10 article-title: Improved performance of a shunt hybrid active power filter by a robust exponential functional link network-based nonlinear adaptive filter control to enhance power quality publication-title: ISA Trans. – volume: 107 start-page: 350 year: 2020 end-page: 359 ident: b29 article-title: Robust control of series active power filters for power quality enhancement in distribution grids: Simulation and experimental validation publication-title: ISA Trans. – volume: 82 year: 2024 ident: b21 article-title: A hybrid MCDM method for enhancing site selection for wind power plants in Turkey publication-title: Energy Sustain. Dev. – volume: 15 start-page: 299 year: 2024 end-page: 311 ident: b1 article-title: Multi-agent safe graph reinforcement learning for PV inverters-based real-time decentralized volt/var control in zoned distribution networks publication-title: IEEE Trans. Smart Grid – volume: 84 year: 2024 ident: b16 article-title: A combined approach to evaluate power quality and grid dependency by solar photovoltaic based electric vehicle charging station using hybrid optimization publication-title: J. Energy Storage – volume: 362 year: 2024 ident: b4 article-title: Network partition and distributed voltage coordination control strategy of active distribution network system considering photovoltaic uncertainty publication-title: Appl. Energy – volume: 245 year: 2024 ident: b27 article-title: Nataf-KernelDensity-Spline-based point estimate method for handling wind power correlation in probabilistic load flow publication-title: Expert Syst. Appl. – volume: 203 year: 2024 ident: b3 article-title: Optimal location and sizing of electric vehicles charging stations and renewable sources in a coupled transportation-power distribution network publication-title: Renew. Sustain. Energy Rev. – volume: 99 year: 2024 ident: b35 article-title: Optimized scheduling of integrated community energy stations based on improved NSGA-III algorithm publication-title: J. Energy Storage – volume: 11 start-page: 2942 year: 2020 end-page: 2953 ident: b28 article-title: Hierarchically-coordinated voltage/VAR control of distribution networks using PV inverters publication-title: IEEE Trans. Smart Grid – volume: 368 year: 2024 ident: b22 article-title: Urban greening in Dhaka: Assessing rooftop agriculture suitability using GIS and MCDM techniques publication-title: J. Environ. Manag. – volume: 83 year: 2024 ident: b20 article-title: Assessment of the photovoltaic potential at urban level based on parameterization and multi criteria decision-making (MCDM): A case study and new methodological approach publication-title: Energy Sustain. Dev. – volume: 52 year: 2022 ident: b23 article-title: A multi-objective bi-level optimization framework for dynamic maintenance planning of active distribution networks in the presence of energy storage systems publication-title: J. Energy Storage – volume: 54 start-page: 664 year: 2014 end-page: 671 ident: b5 article-title: Distribution network reconfiguration for power quality and reliability improvement using Genetic Algorithms publication-title: Int. J. Electr. Power Energy Syst. – volume: 249 year: 2025 ident: b37 article-title: Probabilistic power flow calculation in active distribution networks based on hybrid distribution transformers publication-title: Electr. Power Syst. Res. – volume: 230 year: 2024 ident: b6 article-title: Power quality enhancement of dual stage three phase grid integrated SPV system using sequential neural network-based algorithm publication-title: Electr. Power Syst. Res. – volume: 8 start-page: 13066 year: 2022 end-page: 13075 ident: b13 article-title: Harmonic current control strategy of DC distribution network based on deep learning algorithm publication-title: Energy Rep. – start-page: 283 year: 2019 end-page: 294 ident: b14 article-title: Overvoltage and voltage unbalance mitigation in areas with high penetration of renewable energy resources by using the modified three-phase damping control strategy – volume: 237 year: 2024 ident: b7 article-title: A stackelberg game theory-based optimal scheduling of active distribution system considering multi-stakeholders publication-title: Electr. Power Syst. Res. – volume: 279 year: 2023 ident: b31 article-title: Selection of strategies to improve energy efficiency in industry: A hybrid approach using entropy weight method and fuzzy TOPSIS publication-title: Energy – volume: 139 year: 2022 ident: b32 article-title: Operational safety assessment of straddle-type monorail vehicle system based on cloud model and improved CRITIC method publication-title: Eng. Fail. Anal. – start-page: 1 year: 2023 end-page: 5 ident: b2 article-title: Analysis of solar irradiation impact on grid-tied photovoltaic systems’ power quality characteristics publication-title: 2023 31st Southern African Universities Power Engineering Conference – volume: 295 year: 2026 ident: b24 article-title: Many-objective optimization of harmonic-polluted power distribution network based on fuzzy ranking publication-title: Expert Syst. Appl. – volume: 33 start-page: 115 year: 2011 end-page: 123 ident: b34 article-title: A hybrid multi-agent based particle swarm optimization algorithm for economic power dispatch publication-title: Int. J. Electr. Power Energy Syst. – volume: 159 year: 2024 ident: b12 article-title: A multilayer voltage intelligent control strategy for distribution networks with V2G and power energy production-consumption units publication-title: Int. J. Electr. Power Energy Syst. – volume: 252 year: 2019 ident: b11 article-title: Optimal allocation of distributed energy storage systems to improve performance and power quality of distribution networks publication-title: Appl. Energy – volume: 237 year: 2024 ident: b19 article-title: Multi-criteria decision making (MCDM) approach for identifying optimal solar farm locations: A multi-technique comparative analysis publication-title: Renew. Energy – volume: 137 year: 2024 ident: b30 article-title: A hybrid approach based on magnitude-based fuzzy analytic hierarchy process for estimating sustainable urban transport solutions publication-title: Eng. Appl. Artif. Intell. – volume: 237 year: 2024 ident: 10.1016/j.ref.2025.100760_b7 article-title: A stackelberg game theory-based optimal scheduling of active distribution system considering multi-stakeholders publication-title: Electr. Power Syst. Res. doi: 10.1016/j.epsr.2024.111024 – volume: 83 year: 2024 ident: 10.1016/j.ref.2025.100760_b20 article-title: Assessment of the photovoltaic potential at urban level based on parameterization and multi criteria decision-making (MCDM): A case study and new methodological approach publication-title: Energy Sustain. Dev. – volume: 248 start-page: 28 year: 2022 ident: 10.1016/j.ref.2025.100760_b36 article-title: A novel method based on tuna swarm algorithm under complex partial shading conditions in PV system publication-title: Sol. Energy doi: 10.1016/j.solener.2022.10.056 – volume: 8 start-page: 1680 year: 2022 ident: 10.1016/j.ref.2025.100760_b15 article-title: Comprehensive evaluation of power quality of coal mine power grid based on equilibrium empowerment and improved grey relational projection method publication-title: Energy Rep. doi: 10.1016/j.egyr.2022.02.287 – volume: 279 year: 2023 ident: 10.1016/j.ref.2025.100760_b31 article-title: Selection of strategies to improve energy efficiency in industry: A hybrid approach using entropy weight method and fuzzy TOPSIS publication-title: Energy doi: 10.1016/j.energy.2023.128070 – volume: 33 start-page: 115 year: 2011 ident: 10.1016/j.ref.2025.100760_b34 article-title: A hybrid multi-agent based particle swarm optimization algorithm for economic power dispatch publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2010.06.021 – volume: 8 start-page: 13066 year: 2022 ident: 10.1016/j.ref.2025.100760_b13 article-title: Harmonic current control strategy of DC distribution network based on deep learning algorithm publication-title: Energy Rep. doi: 10.1016/j.egyr.2022.09.071 – volume: 155 year: 2024 ident: 10.1016/j.ref.2025.100760_b9 article-title: Enhancing power quality and loss optimization in distorted distribution networks utilizing capacitors and active power filters: A simultaneous approach publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2023.109590 – volume: 137 year: 2024 ident: 10.1016/j.ref.2025.100760_b30 article-title: A hybrid approach based on magnitude-based fuzzy analytic hierarchy process for estimating sustainable urban transport solutions publication-title: Eng. Appl. Artif. Intell. doi: 10.1016/j.engappai.2024.109112 – volume: 229 year: 2024 ident: 10.1016/j.ref.2025.100760_b17 article-title: A robust approach for mitigating load voltage imbalances using glowworm swarm optimizer for power quality enrichment publication-title: Electr. Power Syst. Res. doi: 10.1016/j.epsr.2023.110101 – volume: 177 year: 2019 ident: 10.1016/j.ref.2025.100760_b18 article-title: Investigations on shunt active power filter in a PV-wind-FC based hybrid renewable energy system to improve power quality using hardware-in-the-loop testing platform publication-title: Electr. Power Syst. Res. doi: 10.1016/j.epsr.2019.105957 – volume: 99 year: 2024 ident: 10.1016/j.ref.2025.100760_b35 article-title: Optimized scheduling of integrated community energy stations based on improved NSGA-III algorithm publication-title: J. Energy Storage doi: 10.1016/j.est.2024.113362 – volume: 82 year: 2024 ident: 10.1016/j.ref.2025.100760_b21 article-title: A hybrid MCDM method for enhancing site selection for wind power plants in Turkey publication-title: Energy Sustain. Dev. doi: 10.1016/j.esd.2024.101536 – volume: 362 year: 2024 ident: 10.1016/j.ref.2025.100760_b4 article-title: Network partition and distributed voltage coordination control strategy of active distribution network system considering photovoltaic uncertainty publication-title: Appl. Energy doi: 10.1016/j.apenergy.2024.122846 – volume: 230 year: 2024 ident: 10.1016/j.ref.2025.100760_b6 article-title: Power quality enhancement of dual stage three phase grid integrated SPV system using sequential neural network-based algorithm publication-title: Electr. Power Syst. Res. doi: 10.1016/j.epsr.2024.110246 – volume: 159 year: 2024 ident: 10.1016/j.ref.2025.100760_b12 article-title: A multilayer voltage intelligent control strategy for distribution networks with V2G and power energy production-consumption units publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2024.110055 – volume: 11 start-page: 2942 year: 2020 ident: 10.1016/j.ref.2025.100760_b28 article-title: Hierarchically-coordinated voltage/VAR control of distribution networks using PV inverters publication-title: IEEE Trans. Smart Grid doi: 10.1109/TSG.2020.2968394 – volume: 252 year: 2019 ident: 10.1016/j.ref.2025.100760_b11 article-title: Optimal allocation of distributed energy storage systems to improve performance and power quality of distribution networks publication-title: Appl. Energy doi: 10.1016/j.apenergy.2019.113468 – volume: 52 year: 2022 ident: 10.1016/j.ref.2025.100760_b23 article-title: A multi-objective bi-level optimization framework for dynamic maintenance planning of active distribution networks in the presence of energy storage systems publication-title: J. Energy Storage doi: 10.1016/j.est.2022.104762 – volume: 139 year: 2022 ident: 10.1016/j.ref.2025.100760_b32 article-title: Operational safety assessment of straddle-type monorail vehicle system based on cloud model and improved CRITIC method publication-title: Eng. Fail. Anal. doi: 10.1016/j.engfailanal.2022.106463 – start-page: 1 year: 2023 ident: 10.1016/j.ref.2025.100760_b2 article-title: Analysis of solar irradiation impact on grid-tied photovoltaic systems’ power quality characteristics – volume: 230 year: 2024 ident: 10.1016/j.ref.2025.100760_b8 article-title: Optimizing photovoltaic systems: A meta-optimization approach with GWO-enhanced PSO algorithm for improving MPPT controllers publication-title: Renew. Energy doi: 10.1016/j.renene.2024.120892 – volume: 151 start-page: 324 year: 2024 ident: 10.1016/j.ref.2025.100760_b10 article-title: Improved performance of a shunt hybrid active power filter by a robust exponential functional link network-based nonlinear adaptive filter control to enhance power quality publication-title: ISA Trans. doi: 10.1016/j.isatra.2024.05.036 – volume: 249 year: 2025 ident: 10.1016/j.ref.2025.100760_b37 article-title: Probabilistic power flow calculation in active distribution networks based on hybrid distribution transformers publication-title: Electr. Power Syst. Res. doi: 10.1016/j.epsr.2025.112008 – volume: 15 start-page: 299 year: 2024 ident: 10.1016/j.ref.2025.100760_b1 article-title: Multi-agent safe graph reinforcement learning for PV inverters-based real-time decentralized volt/var control in zoned distribution networks publication-title: IEEE Trans. Smart Grid doi: 10.1109/TSG.2023.3277087 – volume: 54 start-page: 664 year: 2014 ident: 10.1016/j.ref.2025.100760_b5 article-title: Distribution network reconfiguration for power quality and reliability improvement using Genetic Algorithms publication-title: Int. J. Electr. Power Energy Syst. doi: 10.1016/j.ijepes.2013.08.016 – volume: 84 year: 2024 ident: 10.1016/j.ref.2025.100760_b16 article-title: A combined approach to evaluate power quality and grid dependency by solar photovoltaic based electric vehicle charging station using hybrid optimization publication-title: J. Energy Storage doi: 10.1016/j.est.2024.110967 – volume: 127 year: 2025 ident: 10.1016/j.ref.2025.100760_b26 article-title: Two-stage hybrid energy storage configuration method for distribution networks based on ICEEMDAN and multi-objective optimization publication-title: J. Energy Storage doi: 10.1016/j.est.2025.116782 – volume: 368 year: 2024 ident: 10.1016/j.ref.2025.100760_b22 article-title: Urban greening in Dhaka: Assessing rooftop agriculture suitability using GIS and MCDM techniques publication-title: J. Environ. Manag. doi: 10.1016/j.jenvman.2024.122146 – volume: 237 year: 2024 ident: 10.1016/j.ref.2025.100760_b19 article-title: Multi-criteria decision making (MCDM) approach for identifying optimal solar farm locations: A multi-technique comparative analysis publication-title: Renew. Energy doi: 10.1016/j.renene.2024.121787 – start-page: 283 year: 2019 ident: 10.1016/j.ref.2025.100760_b14 – volume: 107 start-page: 350 year: 2020 ident: 10.1016/j.ref.2025.100760_b29 article-title: Robust control of series active power filters for power quality enhancement in distribution grids: Simulation and experimental validation publication-title: ISA Trans. doi: 10.1016/j.isatra.2020.07.024 – volume: 27 year: 2025 ident: 10.1016/j.ref.2025.100760_b25 article-title: Multi-objective optimization of unbalanced power distribution systems: a comprehensive approach to address uncertainties and enhance performance publication-title: Energy Convers. Manag.: X – volume: 203 year: 2024 ident: 10.1016/j.ref.2025.100760_b3 article-title: Optimal location and sizing of electric vehicles charging stations and renewable sources in a coupled transportation-power distribution network publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2024.114767 – volume: 26 start-page: 179 year: 1993 ident: 10.1016/j.ref.2025.100760_b33 article-title: Stochastic economic emission load dispatch publication-title: Electr. Power Syst. Res. doi: 10.1016/0378-7796(93)90011-3 – volume: 245 year: 2024 ident: 10.1016/j.ref.2025.100760_b27 article-title: Nataf-KernelDensity-Spline-based point estimate method for handling wind power correlation in probabilistic load flow publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2023.123059 – volume: 295 year: 2026 ident: 10.1016/j.ref.2025.100760_b24 article-title: Many-objective optimization of harmonic-polluted power distribution network based on fuzzy ranking publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2025.128702 |
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| SubjectTerms | Bi-level optimization of distribution networks Comprehensive performance evaluation decision model Fuzzy logic controller Fuzzy triple black hole multi-objective optimization algorithm Multi-component collaborative governance Power quality |
| Title | A bi-Level collaborative optimization strategy for power quality in distribution networks based on fuzzy triple black hole multi-objective optimization algorithm |
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