Distributed cooperative secondary frequency control for power system penetrated with renewable energy sources and energy storage with communication time delays
The increasing penetration of renewable energy sources in power systems presents frequency stability challenges, as power electronic-connected sources like photovoltaics and batteries inherently provide limited inertia and damping for frequency regulation. To address this issue, this paper proposes...
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Published in | International journal of electrical power & energy systems Vol. 164; p. 110411 |
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Format | Journal Article |
Language | English |
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01.03.2025
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Abstract | The increasing penetration of renewable energy sources in power systems presents frequency stability challenges, as power electronic-connected sources like photovoltaics and batteries inherently provide limited inertia and damping for frequency regulation. To address this issue, this paper proposes a distributed cooperative control method for secondary frequency regulation. Additionally, it achieves economic dispatch among generators and proportional power sharing among renewable energy sources. The proposed control system enables photovoltaics and battery energy storage systems to actively manage frequency in conjunction with power generators. It operates using a sparse communication network that mirrors the topology of the power network. Moreover, the cooperative control method can tolerate communication time delays while maintaining a stable frequency response. The frequency stability of the proposed control system, both with and without time delays, is assured through Lyapunov methods and eigenvalue analysis. Validation is performed on a modified IEEE 14-bus system with integrated photovoltaics and batteries, demonstrating the efficacy of the proposed secondary frequency control.
•The frequency stability is enhanced with reduced fluctuations and shortened transient periods.•This frequency control relies on a sparse network with minimized costs and enhanced resilience.•Stability of the frequency control is maintained both with and without communication time delays. |
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AbstractList | The increasing penetration of renewable energy sources in power systems presents frequency stability challenges, as power electronic-connected sources like photovoltaics and batteries inherently provide limited inertia and damping for frequency regulation. To address this issue, this paper proposes a distributed cooperative control method for secondary frequency regulation. Additionally, it achieves economic dispatch among generators and proportional power sharing among renewable energy sources. The proposed control system enables photovoltaics and battery energy storage systems to actively manage frequency in conjunction with power generators. It operates using a sparse communication network that mirrors the topology of the power network. Moreover, the cooperative control method can tolerate communication time delays while maintaining a stable frequency response. The frequency stability of the proposed control system, both with and without time delays, is assured through Lyapunov methods and eigenvalue analysis. Validation is performed on a modified IEEE 14-bus system with integrated photovoltaics and batteries, demonstrating the efficacy of the proposed secondary frequency control. The increasing penetration of renewable energy sources in power systems presents frequency stability challenges, as power electronic-connected sources like photovoltaics and batteries inherently provide limited inertia and damping for frequency regulation. To address this issue, this paper proposes a distributed cooperative control method for secondary frequency regulation. Additionally, it achieves economic dispatch among generators and proportional power sharing among renewable energy sources. The proposed control system enables photovoltaics and battery energy storage systems to actively manage frequency in conjunction with power generators. It operates using a sparse communication network that mirrors the topology of the power network. Moreover, the cooperative control method can tolerate communication time delays while maintaining a stable frequency response. The frequency stability of the proposed control system, both with and without time delays, is assured through Lyapunov methods and eigenvalue analysis. Validation is performed on a modified IEEE 14-bus system with integrated photovoltaics and batteries, demonstrating the efficacy of the proposed secondary frequency control. •The frequency stability is enhanced with reduced fluctuations and shortened transient periods.•This frequency control relies on a sparse network with minimized costs and enhanced resilience.•Stability of the frequency control is maintained both with and without communication time delays. |
ArticleNumber | 110411 |
Author | Ren, Xinyi Chen, Chen Zhang, Runfan Liu, Zixuan Bie, Zhaohong |
Author_xml | – sequence: 1 givenname: Runfan orcidid: 0000-0002-4696-6260 surname: Zhang fullname: Zhang, Runfan email: r.zhang@xjtu.edu.cn – sequence: 2 givenname: Xinyi surname: Ren fullname: Ren, Xinyi – sequence: 3 givenname: Zixuan surname: Liu fullname: Liu, Zixuan – sequence: 4 givenname: Zhaohong surname: Bie fullname: Bie, Zhaohong – sequence: 5 givenname: Chen surname: Chen fullname: Chen, Chen |
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Cites_doi | 10.1016/j.eng.2021.06.005 10.1016/j.ijepes.2023.109105 10.1109/JSYST.2020.3037341 10.1016/j.ijepes.2024.110031 10.1109/TSG.2021.3062391 10.1109/TPWRS.2023.3277997 10.1016/j.ijepes.2021.106997 10.1109/ACCESS.2019.2896594 10.1109/TCNS.2015.2459451 10.1016/j.ijepes.2023.109308 10.1109/TCST.2021.3061556 10.1109/TSTE.2020.2995101 10.1109/JESTPE.2020.2995339 10.1016/j.apenergy.2022.120294 10.35833/MPCE.2020.000154 10.1016/j.epsr.2020.106642 10.1109/TPWRS.2020.2980883 10.35833/MPCE.2020.000847 10.1109/TSTE.2021.3091976 10.1049/esi2.12030 10.1109/TSG.2021.3052303 10.1109/TPWRD.2023.3240462 10.35833/MPCE.2020.000918 10.1109/JETCAS.2022.3152063 10.1016/j.ijepes.2021.107437 10.1109/TCYB.2022.3140463 |
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Keywords | Renewable energy sources Secondary frequency control Time-delay Battery energy storage Distributed cooperative control |
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References | Boudreaux, Albert (b32) 2018 Vittal, Vijay (b26) 2000 Michiels, Niculescu (b31) 2007 Yu, Zhuo, Wang, Zhu, Gou (b17) 2022; 12 Krpan, Wang, Beus, Parisio, Kuzle (b6) 2024; 159 Bai, Chen, Zhang, Xu, Gao, Wang, Wenzhong Gao (b19) 2023; 330 Yi (b33) 2010 Boyd, Vandenberghe (b29) 2004 Vijay, Parth, Doolla, Chandorkar (b5) 2021; 12 Li, Chen (b10) 2022; 134 Hong, Khan, Henderson, Egea-Àlvarez, Tzelepis, Booth (b1) 2021; 7 Mei, Ke (b28) 2006; 3 Luo, Hiskens, Hu (b24) 2020; 35 Loiseau, Michiels, Niculescu, Sipahi (b34) 2009 Li, Zhao, Chen (b25) 2016; 3 Zhao, Dou, Ma, Zhang, Zhang (b27) 2022; 16 Kouveliotis-Lysikatos, Hatziargyriou, Liu, Wu (b3) 2022; 10 Luo, Hu (b20) 2022; 30 Huang, Wang, Qiu, Hang, Li, Wang (b4) 2019; 7 Lin, Lei, Yang, Zhou, Chen, Wen (b9) 2023; 150 Wang, Wu, Huang, Li, Zhou (b11) 2022; 10 Yang, Liu, Hill (b18) 2021; 190 Zhang, Ni, Sun (b21) 2022; 10 Xu, Guo, Wang, Sun (b22) 2021; 12 Zeng, Zhou, Zhang, Wang (b23) 2022; 52 Liu, Wang, Kong, Zhang, Wang, Lee (b15) 2024; 39 Hu, Liu, Wu (b14) 2021; 130 Verdugo, Tarraso, Candela, Rocabert, Rodriguez (b2) 2021; 9 Gong, Cheng, Sou, Lam, Chow (b7) 2023; 38 Rozada, Apostolopoulou, Alonso (b13) 2021; 3 Hale, Lunel (b30) 1993 Nguyen, Khazaei (b16) 2021; 12 Guo, Huang, Wang, Wang (b8) 2023; 153 Bao, Wu, Ding, Huang, Terzija (b12) 2021; 12 Yi (10.1016/j.ijepes.2024.110411_b33) 2010 Huang (10.1016/j.ijepes.2024.110411_b4) 2019; 7 Boudreaux (10.1016/j.ijepes.2024.110411_b32) 2018 Guo (10.1016/j.ijepes.2024.110411_b8) 2023; 153 Boyd (10.1016/j.ijepes.2024.110411_b29) 2004 Mei (10.1016/j.ijepes.2024.110411_b28) 2006; 3 Zhang (10.1016/j.ijepes.2024.110411_b21) 2022; 10 Rozada (10.1016/j.ijepes.2024.110411_b13) 2021; 3 Li (10.1016/j.ijepes.2024.110411_b10) 2022; 134 Zhao (10.1016/j.ijepes.2024.110411_b27) 2022; 16 Zeng (10.1016/j.ijepes.2024.110411_b23) 2022; 52 Loiseau (10.1016/j.ijepes.2024.110411_b34) 2009 Yang (10.1016/j.ijepes.2024.110411_b18) 2021; 190 Hu (10.1016/j.ijepes.2024.110411_b14) 2021; 130 Wang (10.1016/j.ijepes.2024.110411_b11) 2022; 10 Bai (10.1016/j.ijepes.2024.110411_b19) 2023; 330 Xu (10.1016/j.ijepes.2024.110411_b22) 2021; 12 Verdugo (10.1016/j.ijepes.2024.110411_b2) 2021; 9 Michiels (10.1016/j.ijepes.2024.110411_b31) 2007 Vijay (10.1016/j.ijepes.2024.110411_b5) 2021; 12 Gong (10.1016/j.ijepes.2024.110411_b7) 2023; 38 Li (10.1016/j.ijepes.2024.110411_b25) 2016; 3 Lin (10.1016/j.ijepes.2024.110411_b9) 2023; 150 Vittal (10.1016/j.ijepes.2024.110411_b26) 2000 Luo (10.1016/j.ijepes.2024.110411_b20) 2022; 30 Kouveliotis-Lysikatos (10.1016/j.ijepes.2024.110411_b3) 2022; 10 Yu (10.1016/j.ijepes.2024.110411_b17) 2022; 12 Luo (10.1016/j.ijepes.2024.110411_b24) 2020; 35 Bao (10.1016/j.ijepes.2024.110411_b12) 2021; 12 Hale (10.1016/j.ijepes.2024.110411_b30) 1993 Krpan (10.1016/j.ijepes.2024.110411_b6) 2024; 159 Hong (10.1016/j.ijepes.2024.110411_b1) 2021; 7 Liu (10.1016/j.ijepes.2024.110411_b15) 2024; 39 Nguyen (10.1016/j.ijepes.2024.110411_b16) 2021; 12 |
References_xml | – volume: 7 start-page: 17958 year: 2019 end-page: 17968 ident: b4 article-title: Decentralized control of multi-parallel grid-forming DGs in islanded microgrids for enhanced transient performance publication-title: IEEE Access – volume: 52 start-page: 13645 year: 2022 end-page: 13653 ident: b23 article-title: Delay-dependent stability analysis of load frequency control systems with electric vehicles publication-title: IEEE Trans Cybern – volume: 150 year: 2023 ident: b9 article-title: A distributed PageRank-based dynamic partition algorithm to improve distributed energy storages participation in frequency regulation publication-title: Int J Electr Power Energy Syst – year: 2000 ident: b26 article-title: Power systems analysis publication-title: Power systems analysis – volume: 9 start-page: 485 year: 2021 end-page: 496 ident: b2 article-title: Centralized synchronous controller based on load angle regulation for photovoltaic power plants publication-title: IEEE J Emerg Sel Top Power Electron – volume: 38 start-page: 2326 year: 2023 end-page: 2337 ident: b7 article-title: Collaborative distributed optimal control of pure and hybrid active power filters in active distribution network publication-title: IEEE Trans Power Deliv – volume: 16 start-page: 362 year: 2022 end-page: 373 ident: b27 article-title: Distributed cooperative control based on multiagent system for islanded microgrids with switching topology and channel interruption publication-title: IEEE Syst J – year: 2004 ident: b29 article-title: Convex optimization – volume: 12 start-page: 205 year: 2022 end-page: 219 ident: b17 article-title: Adaptive deep-learning-based steady-state modeling and fast control strategy for CLLC DC-DC converter in highly renewable penetrated system publication-title: IEEE J Emerg Sel Top Circuits Syst – year: 2009 ident: b34 article-title: Topics in time delay systems : Analysis, algorithms and control publication-title: Lecture Notes in Control and Inform Sci – volume: 35 start-page: 3603 year: 2020 end-page: 3615 ident: b24 article-title: Stability analysis of load frequency control systems with sampling and transmission delay publication-title: IEEE Trans Power Syst – year: 2010 ident: b33 article-title: Time-delay systems: Analysis and control using the lambert W function publication-title: Time-delay systems: analysis and control using the lambert W function – volume: 10 start-page: 1 year: 2022 end-page: 11 ident: b3 article-title: Towards an internet-like power grid publication-title: J Mod Power Syst Clean Energy – volume: 3 start-page: 327 year: 2021 end-page: 343 ident: b13 article-title: Deep multi-agent reinforcement learning for cost-efficient distributed load frequency control publication-title: Energy Syst Integr – volume: 153 year: 2023 ident: b8 article-title: Distributed event-triggered voltage restoration and optimal power sharing control for an islanded DC microgrid publication-title: Int J Electr Power Energy Syst – volume: 330 year: 2023 ident: b19 article-title: An adaptive active power rolling dispatch strategy for high proportion of renewable energy based on distributed deep reinforcement learning publication-title: Appl Energy – volume: 7 start-page: 1057 year: 2021 end-page: 1063 ident: b1 article-title: Addressing frequency control challenges in future low-inertia power systems: A great britain perspective publication-title: Engineering – volume: 130 year: 2021 ident: b14 article-title: Credibility-based distributed frequency estimation for plug-in electric vehicles participating in load frequency control publication-title: Int J Electr Power Energy Syst – volume: 10 start-page: 1472 year: 2022 end-page: 1481 ident: b21 article-title: Fully distributed economic dispatch for cyber-physical power system with time delays and channel noises publication-title: J Mod Power Syst Clean Energy – volume: 159 year: 2024 ident: b6 article-title: Distributed control of a virtual storage plant for frequency restoration services: An experimental validation publication-title: Int J Electr Power Energy Syst – volume: 190 year: 2021 ident: b18 article-title: Distributed MPC-based frequency control for multi-area power systems with energy storage publication-title: Electr Power Syst Res – volume: 10 start-page: 588 year: 2022 end-page: 596 ident: b11 article-title: ADMM-based distributed active and reactive power control for regional AC power grid with wind farms publication-title: J Mod Power Syst Clean Energy – volume: 3 start-page: 9 year: 2006 end-page: 13 ident: b28 article-title: Improved automatic generation control mode for market-based operation of interconnected power systems publication-title: Guangdong Electr Power – volume: 134 year: 2022 ident: b10 article-title: Fixed-time consensus based distributed economic generation control in a smart grid publication-title: Int J Electr Power Energy Syst – volume: 12 start-page: 751 year: 2021 end-page: 760 ident: b12 article-title: A hierarchical inertial control scheme for multiple wind farms with BESSs based on ADMM publication-title: IEEE Trans Sustain Energy – start-page: 351 year: 2007 end-page: 378 ident: b31 article-title: Stability and stabilization of time-delay systems (an eigenvalue-based approach) —— back matter – volume: 12 start-page: 2332 year: 2021 end-page: 2341 ident: b16 article-title: Unified distributed control of battery storage with various primary control in power systems publication-title: IEEE Trans Sustain Energy – volume: 39 start-page: 3118 year: 2024 end-page: 3129 ident: b15 article-title: Tube-based distributed MPC for load frequency control of power system with high wind power penetration publication-title: IEEE Trans Power Syst – year: 1993 ident: b30 article-title: Introduction to functional differential equations – volume: 12 start-page: 2991 year: 2021 end-page: 3003 ident: b5 article-title: An adaptive virtual impedance control for improving power sharing among inverters in islanded AC microgrids publication-title: IEEE Trans Smart Grid – volume: 30 start-page: 434 year: 2022 end-page: 442 ident: b20 article-title: Stability analysis of sampled-data load frequency control systems with multiple delays publication-title: IEEE Trans Control Syst Technol – volume: 12 start-page: 3425 year: 2021 end-page: 3437 ident: b22 article-title: Modeling of time-delayed distributed cyber-physical power systems for small-signal stability analysis publication-title: IEEE Trans Smart Grid – year: 2018 ident: b32 article-title: Design, simulation, and construction of an IEEE 14-bus power system – volume: 3 start-page: 254 year: 2016 end-page: 264 ident: b25 article-title: Connecting automatic generation control and economic dispatch from an optimization view publication-title: IEEE Trans Control Netw Syst – year: 2018 ident: 10.1016/j.ijepes.2024.110411_b32 – volume: 7 start-page: 1057 issue: 8 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b1 article-title: Addressing frequency control challenges in future low-inertia power systems: A great britain perspective publication-title: Engineering doi: 10.1016/j.eng.2021.06.005 – volume: 150 year: 2023 ident: 10.1016/j.ijepes.2024.110411_b9 article-title: A distributed PageRank-based dynamic partition algorithm to improve distributed energy storages participation in frequency regulation publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2023.109105 – volume: 16 start-page: 362 issue: 1 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b27 article-title: Distributed cooperative control based on multiagent system for islanded microgrids with switching topology and channel interruption publication-title: IEEE Syst J doi: 10.1109/JSYST.2020.3037341 – year: 2000 ident: 10.1016/j.ijepes.2024.110411_b26 article-title: Power systems analysis – volume: 159 year: 2024 ident: 10.1016/j.ijepes.2024.110411_b6 article-title: Distributed control of a virtual storage plant for frequency restoration services: An experimental validation publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2024.110031 – volume: 12 start-page: 2991 issue: 4 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b5 article-title: An adaptive virtual impedance control for improving power sharing among inverters in islanded AC microgrids publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2021.3062391 – year: 2009 ident: 10.1016/j.ijepes.2024.110411_b34 article-title: Topics in time delay systems : Analysis, algorithms and control publication-title: Lecture Notes in Control and Inform Sci – volume: 39 start-page: 3118 issue: 2 year: 2024 ident: 10.1016/j.ijepes.2024.110411_b15 article-title: Tube-based distributed MPC for load frequency control of power system with high wind power penetration publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2023.3277997 – volume: 130 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b14 article-title: Credibility-based distributed frequency estimation for plug-in electric vehicles participating in load frequency control publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2021.106997 – volume: 7 start-page: 17958 year: 2019 ident: 10.1016/j.ijepes.2024.110411_b4 article-title: Decentralized control of multi-parallel grid-forming DGs in islanded microgrids for enhanced transient performance publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2896594 – year: 1993 ident: 10.1016/j.ijepes.2024.110411_b30 – volume: 3 start-page: 254 issue: 3 year: 2016 ident: 10.1016/j.ijepes.2024.110411_b25 article-title: Connecting automatic generation control and economic dispatch from an optimization view publication-title: IEEE Trans Control Netw Syst doi: 10.1109/TCNS.2015.2459451 – year: 2004 ident: 10.1016/j.ijepes.2024.110411_b29 – volume: 153 year: 2023 ident: 10.1016/j.ijepes.2024.110411_b8 article-title: Distributed event-triggered voltage restoration and optimal power sharing control for an islanded DC microgrid publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2023.109308 – volume: 30 start-page: 434 issue: 1 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b20 article-title: Stability analysis of sampled-data load frequency control systems with multiple delays publication-title: IEEE Trans Control Syst Technol doi: 10.1109/TCST.2021.3061556 – volume: 12 start-page: 751 issue: 2 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b12 article-title: A hierarchical inertial control scheme for multiple wind farms with BESSs based on ADMM publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2020.2995101 – volume: 9 start-page: 485 issue: 1 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b2 article-title: Centralized synchronous controller based on load angle regulation for photovoltaic power plants publication-title: IEEE J Emerg Sel Top Power Electron doi: 10.1109/JESTPE.2020.2995339 – volume: 330 year: 2023 ident: 10.1016/j.ijepes.2024.110411_b19 article-title: An adaptive active power rolling dispatch strategy for high proportion of renewable energy based on distributed deep reinforcement learning publication-title: Appl Energy doi: 10.1016/j.apenergy.2022.120294 – volume: 3 start-page: 9 issue: 4 year: 2006 ident: 10.1016/j.ijepes.2024.110411_b28 article-title: Improved automatic generation control mode for market-based operation of interconnected power systems publication-title: Guangdong Electr Power – volume: 10 start-page: 1 issue: 1 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b3 article-title: Towards an internet-like power grid publication-title: J Mod Power Syst Clean Energy doi: 10.35833/MPCE.2020.000154 – volume: 190 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b18 article-title: Distributed MPC-based frequency control for multi-area power systems with energy storage publication-title: Electr Power Syst Res doi: 10.1016/j.epsr.2020.106642 – volume: 35 start-page: 3603 issue: 5 year: 2020 ident: 10.1016/j.ijepes.2024.110411_b24 article-title: Stability analysis of load frequency control systems with sampling and transmission delay publication-title: IEEE Trans Power Syst doi: 10.1109/TPWRS.2020.2980883 – volume: 10 start-page: 1472 issue: 6 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b21 article-title: Fully distributed economic dispatch for cyber-physical power system with time delays and channel noises publication-title: J Mod Power Syst Clean Energy doi: 10.35833/MPCE.2020.000847 – volume: 12 start-page: 2332 issue: 4 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b16 article-title: Unified distributed control of battery storage with various primary control in power systems publication-title: IEEE Trans Sustain Energy doi: 10.1109/TSTE.2021.3091976 – volume: 3 start-page: 327 issue: 3 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b13 article-title: Deep multi-agent reinforcement learning for cost-efficient distributed load frequency control publication-title: Energy Syst Integr doi: 10.1049/esi2.12030 – volume: 12 start-page: 3425 issue: 4 year: 2021 ident: 10.1016/j.ijepes.2024.110411_b22 article-title: Modeling of time-delayed distributed cyber-physical power systems for small-signal stability analysis publication-title: IEEE Trans Smart Grid doi: 10.1109/TSG.2021.3052303 – volume: 38 start-page: 2326 issue: 4 year: 2023 ident: 10.1016/j.ijepes.2024.110411_b7 article-title: Collaborative distributed optimal control of pure and hybrid active power filters in active distribution network publication-title: IEEE Trans Power Deliv doi: 10.1109/TPWRD.2023.3240462 – year: 2010 ident: 10.1016/j.ijepes.2024.110411_b33 article-title: Time-delay systems: Analysis and control using the lambert W function – start-page: 351 year: 2007 ident: 10.1016/j.ijepes.2024.110411_b31 – volume: 10 start-page: 588 issue: 3 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b11 article-title: ADMM-based distributed active and reactive power control for regional AC power grid with wind farms publication-title: J Mod Power Syst Clean Energy doi: 10.35833/MPCE.2020.000918 – volume: 12 start-page: 205 issue: 1 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b17 article-title: Adaptive deep-learning-based steady-state modeling and fast control strategy for CLLC DC-DC converter in highly renewable penetrated system publication-title: IEEE J Emerg Sel Top Circuits Syst doi: 10.1109/JETCAS.2022.3152063 – volume: 134 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b10 article-title: Fixed-time consensus based distributed economic generation control in a smart grid publication-title: Int J Electr Power Energy Syst doi: 10.1016/j.ijepes.2021.107437 – volume: 52 start-page: 13645 issue: 12 year: 2022 ident: 10.1016/j.ijepes.2024.110411_b23 article-title: Delay-dependent stability analysis of load frequency control systems with electric vehicles publication-title: IEEE Trans Cybern doi: 10.1109/TCYB.2022.3140463 |
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SubjectTerms | Battery energy storage Distributed cooperative control Renewable energy sources Secondary frequency control Time-delay |
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Title | Distributed cooperative secondary frequency control for power system penetrated with renewable energy sources and energy storage with communication time delays |
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