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Energy Research

An Interval Probabilistic Energy Flow Calculation Method for CCHP Campus Microgrids
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; +1 Authors
Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; Mingbo Liu;
doi: 10.1109/jsyst.2022.3156383
doi: 10.1109/jsyst.2022.3156383
IEEE Systems Journalarrow_drop_down
IEEE Systems Journal
Article . 2022 . Peer-reviewed
License: IEEE Copyright
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An Interval Probabilistic Energy Flow Calculation Method for CCHP Campus Microgrids
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; +1 Authors
Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; Mingbo Liu;
doi: 10.1109/jsyst.2022.3156383
doi: 10.1109/jsyst.2022.3156383
IEEE Systems Journalarrow_drop_down
IEEE Systems Journal
Article . 2022 . Peer-reviewed
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A Non-Sampling Time-Domain Simulation Framework for Transient Stability Assessment Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2024.3416150
doi: 10.1109/tpwrs.2024.3416150
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IEEE Transactions on Power Systems
Article . 2025 . Peer-reviewed
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A Non-Sampling Time-Domain Simulation Framework for Transient Stability Assessment Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2024.3416150
doi: 10.1109/tpwrs.2024.3416150
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IEEE Transactions on Power Systems
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A decomposition and coordination algorithm for SVSM interval of integrated transmission and distribution networks considering the uncertainty of renewable energy
descriptionPublicationkeyboard_double_arrow_right Article , Journal 2022Publisher:Elsevier BV
Authors: Mingbo Liu; Shunjiang Lin; Qiong Wang; Yuerong Yang;
doi: 10.1016/j.ijepes.2021.107761
doi: 10.1016/j.ijepes.2021.107761
Abstract The uncertain power output of renewable energy stations (RESs) will result in the uncertain fluctuation of the static voltage stability margin (SVSM) of a power system with centralized and distributed RESs integrated to the transmission network (TN) and distribution networks (DNs), respectively. A decomposition and coordination calculation (DCC) method is proposed to determine the SVSM interval of integrated transmission and distribution networks (ITDNs) using intervals to describe the uncertain RES outputs. First, based on the polynomial approximation expressions of the injected power of the boundary bus with respect to its voltage and the load growth parameter of each DN, the DCC of continuation power flow between TN and DNs is executed to obtain the central value of the SVSM interval of ITDNs. Next, the affine interval algorithm is used to calculate the SVSM fluctuation interval caused by the uncertain RES output intervals. The block bordered-diagonal form and Gaussian elimination method are used to execute the DCC of the first-order sensitivities of SVSM with respect to RES outputs, and alternating iterations between TN and each DN are used to execute the DCC for optimizing the contractive noise symbol intervals. The proposed DCC method can efficiently calculate the SVSM interval of ITDNs in which lots of DNs are integrated with distributed RESs. Test results on two ITDNs, one composed of modified IEEE systems and the other an actual 2285-bus power grid, demonstrate the correctness and efficiency of the proposed method compared with the centralized algorithm and the Monte Carlo method.
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International Journal of Electrical Power & Energy Systems
Article . 2022 . Peer-reviewed
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International Journal of Electrical Power & Energy Systems
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A decomposition and coordination algorithm for SVSM interval of integrated transmission and distribution networks considering the uncertainty of renewable energy
descriptionPublicationkeyboard_double_arrow_right Article , Journal 2022Publisher:Elsevier BV
Authors: Mingbo Liu; Shunjiang Lin; Qiong Wang; Yuerong Yang;
doi: 10.1016/j.ijepes.2021.107761
doi: 10.1016/j.ijepes.2021.107761
Abstract The uncertain power output of renewable energy stations (RESs) will result in the uncertain fluctuation of the static voltage stability margin (SVSM) of a power system with centralized and distributed RESs integrated to the transmission network (TN) and distribution networks (DNs), respectively. A decomposition and coordination calculation (DCC) method is proposed to determine the SVSM interval of integrated transmission and distribution networks (ITDNs) using intervals to describe the uncertain RES outputs. First, based on the polynomial approximation expressions of the injected power of the boundary bus with respect to its voltage and the load growth parameter of each DN, the DCC of continuation power flow between TN and DNs is executed to obtain the central value of the SVSM interval of ITDNs. Next, the affine interval algorithm is used to calculate the SVSM fluctuation interval caused by the uncertain RES output intervals. The block bordered-diagonal form and Gaussian elimination method are used to execute the DCC of the first-order sensitivities of SVSM with respect to RES outputs, and alternating iterations between TN and each DN are used to execute the DCC for optimizing the contractive noise symbol intervals. The proposed DCC method can efficiently calculate the SVSM interval of ITDNs in which lots of DNs are integrated with distributed RESs. Test results on two ITDNs, one composed of modified IEEE systems and the other an actual 2285-bus power grid, demonstrate the correctness and efficiency of the proposed method compared with the centralized algorithm and the Monte Carlo method.
International Journa...arrow_drop_down
International Journal of Electrical Power & Energy Systems
Article . 2022 . Peer-reviewed
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Mean Square Stability Criterion for Power Systems Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2024Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2023.3329131
doi: 10.1109/tpwrs.2023.3329131
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IEEE Transactions on Power Systems
Article . 2024 . Peer-reviewed
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Mean Square Stability Criterion for Power Systems Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2024Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2023.3329131
doi: 10.1109/tpwrs.2023.3329131
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Optimization of Static Voltage Stability Margin Considering Uncertainties of Wind Power Generation
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; +2 Authors
Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2022.3152215
doi: 10.1109/tpwrs.2022.3152215
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Optimization of Static Voltage Stability Margin Considering Uncertainties of Wind Power Generation
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; +2 Authors
Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2022.3152215
doi: 10.1109/tpwrs.2022.3152215
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Calculation of static voltage stability margin under N-1 contingency based on holomorphic embedding and Pade approximation methods
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; +2 Authors
Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; Wanbin Liu; Mingbo Liu;
doi: 10.1016/j.ijepes.2022.108358
doi: 10.1016/j.ijepes.2022.108358
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Calculation of static voltage stability margin under N-1 contingency based on holomorphic embedding and Pade approximation methods
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; +2 Authors
Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; Wanbin Liu; Mingbo Liu;
doi: 10.1016/j.ijepes.2022.108358
doi: 10.1016/j.ijepes.2022.108358
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Distributed bi-level optimal power flow calculation for SVSM interval of integrated transmission and distribution networks considering the uncertain renewables
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; +3 Authors
Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; Ziqing Yang; Jianan Ye; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109276
doi: 10.1016/j.ijepes.2023.109276
International Journa...arrow_drop_down
International Journal of Electrical Power & Energy Systems
Article . 2023 . Peer-reviewed
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Distributed bi-level optimal power flow calculation for SVSM interval of integrated transmission and distribution networks considering the uncertain renewables
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; +3 Authors
Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; Ziqing Yang; Jianan Ye; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109276
doi: 10.1016/j.ijepes.2023.109276
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An Extended Stochastic Region of Attraction Estimation Method for Power Systems Under Stochastic Sustained Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; +2 Authors
Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; Huifan Xie; Qifeng Li;
doi: 10.1109/tpwrs.2025.3559566
doi: 10.1109/tpwrs.2025.3559566
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An Extended Stochastic Region of Attraction Estimation Method for Power Systems Under Stochastic Sustained Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; +2 Authors
Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; Huifan Xie; Qifeng Li;
doi: 10.1109/tpwrs.2025.3559566
doi: 10.1109/tpwrs.2025.3559566
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Small-signal stability constrained optimal power flow of power system with DFIGs considering wind power uncertainty
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; +1 Authors
Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109467
doi: 10.1016/j.ijepes.2023.109467
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Small-signal stability constrained optimal power flow of power system with DFIGs considering wind power uncertainty
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; +1 Authors
Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109467
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An Interval Probabilistic Energy Flow Calculation Method for CCHP Campus Microgrids
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; +1 Authors
Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; Mingbo Liu;
doi: 10.1109/jsyst.2022.3156383
doi: 10.1109/jsyst.2022.3156383
IEEE Systems Journalarrow_drop_down
IEEE Systems Journal
Article . 2022 . Peer-reviewed
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An Interval Probabilistic Energy Flow Calculation Method for CCHP Campus Microgrids
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; +1 Authors
Yuquan Xie; Shunjiang Lin; Weikun Liang; Yuerong Yang; Mingbo Liu;
doi: 10.1109/jsyst.2022.3156383
doi: 10.1109/jsyst.2022.3156383
IEEE Systems Journalarrow_drop_down
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A Non-Sampling Time-Domain Simulation Framework for Transient Stability Assessment Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2024.3416150
doi: 10.1109/tpwrs.2024.3416150
IEEE Transactions on...arrow_drop_down
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Article . 2025 . Peer-reviewed
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A Non-Sampling Time-Domain Simulation Framework for Transient Stability Assessment Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Shiyuan Chen; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2024.3416150
doi: 10.1109/tpwrs.2024.3416150
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A decomposition and coordination algorithm for SVSM interval of integrated transmission and distribution networks considering the uncertainty of renewable energy
descriptionPublicationkeyboard_double_arrow_right Article , Journal 2022Publisher:Elsevier BV
Authors: Mingbo Liu; Shunjiang Lin; Qiong Wang; Yuerong Yang;
doi: 10.1016/j.ijepes.2021.107761
doi: 10.1016/j.ijepes.2021.107761
Abstract The uncertain power output of renewable energy stations (RESs) will result in the uncertain fluctuation of the static voltage stability margin (SVSM) of a power system with centralized and distributed RESs integrated to the transmission network (TN) and distribution networks (DNs), respectively. A decomposition and coordination calculation (DCC) method is proposed to determine the SVSM interval of integrated transmission and distribution networks (ITDNs) using intervals to describe the uncertain RES outputs. First, based on the polynomial approximation expressions of the injected power of the boundary bus with respect to its voltage and the load growth parameter of each DN, the DCC of continuation power flow between TN and DNs is executed to obtain the central value of the SVSM interval of ITDNs. Next, the affine interval algorithm is used to calculate the SVSM fluctuation interval caused by the uncertain RES output intervals. The block bordered-diagonal form and Gaussian elimination method are used to execute the DCC of the first-order sensitivities of SVSM with respect to RES outputs, and alternating iterations between TN and each DN are used to execute the DCC for optimizing the contractive noise symbol intervals. The proposed DCC method can efficiently calculate the SVSM interval of ITDNs in which lots of DNs are integrated with distributed RESs. Test results on two ITDNs, one composed of modified IEEE systems and the other an actual 2285-bus power grid, demonstrate the correctness and efficiency of the proposed method compared with the centralized algorithm and the Monte Carlo method.
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A decomposition and coordination algorithm for SVSM interval of integrated transmission and distribution networks considering the uncertainty of renewable energy
descriptionPublicationkeyboard_double_arrow_right Article , Journal 2022Publisher:Elsevier BV
Authors: Mingbo Liu; Shunjiang Lin; Qiong Wang; Yuerong Yang;
doi: 10.1016/j.ijepes.2021.107761
doi: 10.1016/j.ijepes.2021.107761
Abstract The uncertain power output of renewable energy stations (RESs) will result in the uncertain fluctuation of the static voltage stability margin (SVSM) of a power system with centralized and distributed RESs integrated to the transmission network (TN) and distribution networks (DNs), respectively. A decomposition and coordination calculation (DCC) method is proposed to determine the SVSM interval of integrated transmission and distribution networks (ITDNs) using intervals to describe the uncertain RES outputs. First, based on the polynomial approximation expressions of the injected power of the boundary bus with respect to its voltage and the load growth parameter of each DN, the DCC of continuation power flow between TN and DNs is executed to obtain the central value of the SVSM interval of ITDNs. Next, the affine interval algorithm is used to calculate the SVSM fluctuation interval caused by the uncertain RES output intervals. The block bordered-diagonal form and Gaussian elimination method are used to execute the DCC of the first-order sensitivities of SVSM with respect to RES outputs, and alternating iterations between TN and each DN are used to execute the DCC for optimizing the contractive noise symbol intervals. The proposed DCC method can efficiently calculate the SVSM interval of ITDNs in which lots of DNs are integrated with distributed RESs. Test results on two ITDNs, one composed of modified IEEE systems and the other an actual 2285-bus power grid, demonstrate the correctness and efficiency of the proposed method compared with the centralized algorithm and the Monte Carlo method.
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Mean Square Stability Criterion for Power Systems Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2024Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2023.3329131
doi: 10.1109/tpwrs.2023.3329131
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Mean Square Stability Criterion for Power Systems Under Stochastic Continuous Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2024Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; +1 Authors
Yuerong Yang; Shunjiang Lin; Ziqing Yang; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2023.3329131
doi: 10.1109/tpwrs.2023.3329131
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Optimization of Static Voltage Stability Margin Considering Uncertainties of Wind Power Generation
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; +2 Authors
Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2022.3152215
doi: 10.1109/tpwrs.2022.3152215
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Optimization of Static Voltage Stability Margin Considering Uncertainties of Wind Power Generation
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; +2 Authors
Yuerong Yang; Shunjiang Lin; Qiong Wang; Yuquan Xie; Mingbo Liu; Qifeng Li;
doi: 10.1109/tpwrs.2022.3152215
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Calculation of static voltage stability margin under N-1 contingency based on holomorphic embedding and Pade approximation methods
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; +2 Authors
Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; Wanbin Liu; Mingbo Liu;
doi: 10.1016/j.ijepes.2022.108358
doi: 10.1016/j.ijepes.2022.108358
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Calculation of static voltage stability margin under N-1 contingency based on holomorphic embedding and Pade approximation methods
descriptionPublicationkeyboard_double_arrow_right Article 2022Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; +2 Authors
Qiong Wang; Shunjiang Lin; Hoay Beng Gooi; Yuerong Yang; Wanbin Liu; Mingbo Liu;
doi: 10.1016/j.ijepes.2022.108358
doi: 10.1016/j.ijepes.2022.108358
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Distributed bi-level optimal power flow calculation for SVSM interval of integrated transmission and distribution networks considering the uncertain renewables
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; +3 Authors
Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; Ziqing Yang; Jianan Ye; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109276
doi: 10.1016/j.ijepes.2023.109276
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Distributed bi-level optimal power flow calculation for SVSM interval of integrated transmission and distribution networks considering the uncertain renewables
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; +3 Authors
Qiong Wang; Shunjiang Lin; Yuerong Yang; Wanbin Liu; Ziqing Yang; Jianan Ye; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109276
doi: 10.1016/j.ijepes.2023.109276
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An Extended Stochastic Region of Attraction Estimation Method for Power Systems Under Stochastic Sustained Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; +2 Authors
Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; Huifan Xie; Qifeng Li;
doi: 10.1109/tpwrs.2025.3559566
doi: 10.1109/tpwrs.2025.3559566
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An Extended Stochastic Region of Attraction Estimation Method for Power Systems Under Stochastic Sustained Disturbances
descriptionPublicationkeyboard_double_arrow_right Article 2025Publisher:Institute of Electrical and Electronics Engineers (IEEE)
Authors: Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; +2 Authors
Yuerong Yang; Shunjiang Lin; Mingbo Liu; Leyi Deng; Huifan Xie; Qifeng Li;
doi: 10.1109/tpwrs.2025.3559566
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Small-signal stability constrained optimal power flow of power system with DFIGs considering wind power uncertainty
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; +1 Authors
Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; Mingbo Liu;
doi: 10.1016/j.ijepes.2023.109467
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Small-signal stability constrained optimal power flow of power system with DFIGs considering wind power uncertainty
descriptionPublicationkeyboard_double_arrow_right Article 2023Publisher:Elsevier BV
Authors: Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; +1 Authors
Ziqing Yang; Shunjiang Lin; Yuerong Yang; Shiyuan Chen; Mingbo Liu;
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