Jinzhu Shi
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Jinzhu Shi has a total of 7 co-authors. Here are the top co-authors by number of shared publications:
- Lihui Yang
School of Electrical Engineering, Xian Jiaotong University, Xian, China
7 shared publications - Hao Yang
School of Electrical Engineering, Xian Jiaotong University, Xian, China
5 shared publications - Junqi Ji
School of Electrical Engineering Xi'an Jiaotong University Xi'an China
5 shared publications - Zhenyi Chen
School of Electrical Engineering, Xian Jiaotong University, Xian, China
5 shared publications Ao Jin
School of Electrical Engineering, Xian Jiaotong University, Xian, China
1 shared publicationLihui Yang
School of Electrical Engineering Xi'an Jiaotong University Xi'an China
1 shared publication
Latest Publications
- 1 July 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Industrial Electronics
- Vol. 73 (7) , 10045-10057
Damping Method for Multiple Small-Signal Oscillation Modes in the DC-Link Voltage of GFM VSCs With Matching Control
- 1 July 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Industrial Electronics
- Vol. 73 (7) , 10045-10057
Damping Method for Multiple Small-Signal Oscillation Modes in the DC-Link Voltage of GFM VSCs With Matching Control
- 23 May 2026
- Published by Wiley in International Journal of Circuit Theory and Applications
Control Method for Hybrid GFM‐VSC and GFL‐VSC Systems Considering Mode Switching to Ensure the Existence of Stable Equilibrium Points During Faults
The configuration of grid‐forming voltage source converter (GFM‐VSC) and grid‐following voltage source converter (GFL‐VSC) operating in parallel is becoming increasingly prevalent in modern power systems. However, the complex dynamic interactions between GFM‐VSC and GFL‐VSC introduce significant challenges to maintaining transient stability of hybrid systems under grid fault conditions. Specifically, the activation of the current limiter in the GFM‐VSC triggers transient mode switching, which complicates the coupled dynamics and may lead to the loss of stable equilibrium points (SEPs) during faults. To address this issue, this study first employs the phase portrait method to reveal how the GFM‐VSC's active power reference and the GFL‐VSC's current reference impact the transient dynamics of the hybrid system. Subsequently, to comprehensively analyze the post‐fault transient transition processes, the mode switching behaviors of the GFM‐VSC are systematically categorized into four scenarios based on the transition between current unsaturation mode (CUSM) and current saturation mode (CSM): continuous operation in CUSM, transition from CUSM to CSM, continuous operation in CSM, and recovery from CSM to CUSM. Based on this classification, the active power reference for each scenario is determined to prevent the absence of SEPs under fault conditions. Furthermore, the feasible range of the GFL‐VSC's output current reference is identified to ensure the existence of SEPs. Finally, a practical and easily implementable dynamic adjustment scheme for the active power and current references is proposed. By integrating adaptive control and a reserved power margin, the proposed scheme can withstand a 50% variation in line impedance and control delays of tens of milliseconds. Simulations in MATLAB/Simulink validate the theoretical analysis and the effectiveness of the proposed strategy.
- 23 May 2026
- Published by Wiley in International Journal of Circuit Theory and Applications
Control Method for Hybrid GFM‐VSC and GFL‐VSC Systems Considering Mode Switching to Ensure the Existence of Stable Equilibrium Points During Faults
The configuration of grid‐forming voltage source converter (GFM‐VSC) and grid‐following voltage source converter (GFL‐VSC) operating in parallel is becoming increasingly prevalent in modern power systems. However, the complex dynamic interactions between GFM‐VSC and GFL‐VSC introduce significant challenges to maintaining transient stability of hybrid systems under grid fault conditions. Specifically, the activation of the current limiter in the GFM‐VSC triggers transient mode switching, which complicates the coupled dynamics and may lead to the loss of stable equilibrium points (SEPs) during faults. To address this issue, this study first employs the phase portrait method to reveal how the GFM‐VSC's active power reference and the GFL‐VSC's current reference impact the transient dynamics of the hybrid system. Subsequently, to comprehensively analyze the post‐fault transient transition processes, the mode switching behaviors of the GFM‐VSC are systematically categorized into four scenarios based on the transition between current unsaturation mode (CUSM) and current saturation mode (CSM): continuous operation in CUSM, transition from CUSM to CSM, continuous operation in CSM, and recovery from CSM to CUSM. Based on this classification, the active power reference for each scenario is determined to prevent the absence of SEPs under fault conditions. Furthermore, the feasible range of the GFL‐VSC's output current reference is identified to ensure the existence of SEPs. Finally, a practical and easily implementable dynamic adjustment scheme for the active power and current references is proposed. By integrating adaptive control and a reserved power margin, the proposed scheme can withstand a 50% variation in line impedance and control delays of tens of milliseconds. Simulations in MATLAB/Simulink validate the theoretical analysis and the effectiveness of the proposed strategy.
- 1 May 2026
- Published by AIP Publishing in Journal of Renewable and Sustainable Energy
- Vol. 18 (3)
Analytical stability boundary assessment and coordinated enhancement for hybrid GFM-GFL converters considering transient mode switching
To address the challenges of high-penetration renewables, hybrid systems utilizing Grid-forming voltage source converters (GFM-VSCs) and Grid-following voltage source converters (GFL-VSCs) have attracted significant attention. However, transient mode switching induced by current limiting in the GFM-VSC significantly reduces the stability margin of the hybrid systems. Addressing the challenge of accurately quantifying stability boundaries under switching-induced dynamics and coupling effects, this paper establishes the equivalent transient mathematical analysis model of the hybrid system. Subsequently, a systematic quantitative analysis method is proposed, which enables the accurate calculation of the critical clearing angle and critical clearing time by explicitly incorporating the transient mode switching of the GFM-VSC and the dynamic coupling effects. Based on the quantitative evaluation, the stability boundaries under varying control parameters and fault conditions are characterized. Furthermore, the interaction mechanism between the GFL-VSC and the GFM-VSC is unveiled, specifically how the dynamic variation of the virtual power angle difference and the current injection of the GFL-VSC impact the mode switching of the GFM-VSC. Finally, a transient synchronous stabilization enhancement strategy is proposed to facilitate the reversion of the GFM-VSC to its normal operating mode following a fault, with its effectiveness verified through simulations.
- 1 May 2026
- Published by AIP Publishing in Journal of Renewable and Sustainable Energy
- Vol. 18 (3)
Analytical stability boundary assessment and coordinated enhancement for hybrid GFM-GFL converters considering transient mode switching
To address the challenges of high-penetration renewables, hybrid systems utilizing Grid-forming voltage source converters (GFM-VSCs) and Grid-following voltage source converters (GFL-VSCs) have attracted significant attention. However, transient mode switching induced by current limiting in the GFM-VSC significantly reduces the stability margin of the hybrid systems. Addressing the challenge of accurately quantifying stability boundaries under switching-induced dynamics and coupling effects, this paper establishes the equivalent transient mathematical analysis model of the hybrid system. Subsequently, a systematic quantitative analysis method is proposed, which enables the accurate calculation of the critical clearing angle and critical clearing time by explicitly incorporating the transient mode switching of the GFM-VSC and the dynamic coupling effects. Based on the quantitative evaluation, the stability boundaries under varying control parameters and fault conditions are characterized. Furthermore, the interaction mechanism between the GFL-VSC and the GFM-VSC is unveiled, specifically how the dynamic variation of the virtual power angle difference and the current injection of the GFL-VSC impact the mode switching of the GFM-VSC. Finally, a transient synchronous stabilization enhancement strategy is proposed to facilitate the reversion of the GFM-VSC to its normal operating mode following a fault, with its effectiveness verified through simulations.
- 28 April 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Electronics
- Vol. 41 (9) , 15964-15979
Hidden Attractors and Transient Instability Mechanism Analysis of the Grid-Forming Converter With Limiters
The switching dynamics of control limiters have significantly exacerbated the transient instability risk of grid-forming (GFM) converters. However, the limiter-induced instability phenomena have not been explored extensively, and the dynamical nature has seldom been revealed due to modeling challenges and analytical method limitations. In this paper, transient instability induced by the combined effects of the current limiter and modulation limiter in the GFM converter is investigated based on the nonsmooth dynamical theory. The piecewise-smooth electromagnetic transient model of the GFM converter is first derived fully considering the switching effects of the limiters and inner loop dynamics. On this basis, the limiter-induced instability phenomena of the GFM converter under large disturbances are explored and found to be induced by hidden attractors. By bifurcation analysis, the evolution mechanism of the hidden attractors is revealed, and the parameter design guideline for the transient stability enhancement is summarized. Furthermore, the multistability phenomenon that hidden attractors coexist with a stable equilibrium is reported. Due to the fractal structure of the basins of attraction, the transient behaviors of the GFM converter are sensitive to the disturbance and lack predictability. Finally, the findings are verified by experiments.
- 28 April 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Electronics
- Vol. 41 (9) , 15964-15979
Hidden Attractors and Transient Instability Mechanism Analysis of the Grid-Forming Converter With Limiters
The switching dynamics of control limiters have significantly exacerbated the transient instability risk of grid-forming (GFM) converters. However, the limiter-induced instability phenomena have not been explored extensively, and the dynamical nature has seldom been revealed due to modeling challenges and analytical method limitations. In this paper, transient instability induced by the combined effects of the current limiter and modulation limiter in the GFM converter is investigated based on the nonsmooth dynamical theory. The piecewise-smooth electromagnetic transient model of the GFM converter is first derived fully considering the switching effects of the limiters and inner loop dynamics. On this basis, the limiter-induced instability phenomena of the GFM converter under large disturbances are explored and found to be induced by hidden attractors. By bifurcation analysis, the evolution mechanism of the hidden attractors is revealed, and the parameter design guideline for the transient stability enhancement is summarized. Furthermore, the multistability phenomenon that hidden attractors coexist with a stable equilibrium is reported. Due to the fractal structure of the basins of attraction, the transient behaviors of the GFM converter are sensitive to the disturbance and lack predictability. Finally, the findings are verified by experiments.
- 10 October 2025
- Published by World Scientific Pub Co Pte Ltd in International Journal of Bifurcation and Chaos
- Vol. 35 (16)
Limit-Induced Instability Analysis of Grid-Forming Converter under Large Disturbances Based on Bifurcation Theory
The instability of Grid-Forming (GFM) converters induced by the current limiter under large disturbances brings disaster to the power system but the mechanism of limit-induced instability has seldom been investigated. In this paper, instability phenomena in the GFM converter after large disturbances considering the effect of the current limiter are explored comprehensively and the mechanism is investigated in depth based on the bifurcation theory. First, the full-order state equations of the GFM converter are derived to accurately characterize the nonsmooth properties introduced by the current limiter. Second, the transient behaviors of the GFM converter under current limiting after large disturbances are explored by circuit simulations, with a focus on the evolution of post-fault states. Third, the mechanism of state transition and further instability is investigated thoroughly based on bifurcation analysis. Specifically, the classical bifurcation and nonsmooth bifurcation are identified, and the discontinuous Hopf bifurcation and classical fold bifurcation are found to be the main causes of limit-induced instability. Finally, the stability regions are illustrated in multiparameter space based on analysis of bifurcation boundaries to provide guidance for system design and the results of theoretical analysis are verified by circuit simulations in detail.
- 10 October 2025
- Published by World Scientific Pub Co Pte Ltd in International Journal of Bifurcation and Chaos
- Vol. 35 (16)
Limit-Induced Instability Analysis of Grid-Forming Converter under Large Disturbances Based on Bifurcation Theory
The instability of Grid-Forming (GFM) converters induced by the current limiter under large disturbances brings disaster to the power system but the mechanism of limit-induced instability has seldom been investigated. In this paper, instability phenomena in the GFM converter after large disturbances considering the effect of the current limiter are explored comprehensively and the mechanism is investigated in depth based on the bifurcation theory. First, the full-order state equations of the GFM converter are derived to accurately characterize the nonsmooth properties introduced by the current limiter. Second, the transient behaviors of the GFM converter under current limiting after large disturbances are explored by circuit simulations, with a focus on the evolution of post-fault states. Third, the mechanism of state transition and further instability is investigated thoroughly based on bifurcation analysis. Specifically, the classical bifurcation and nonsmooth bifurcation are identified, and the discontinuous Hopf bifurcation and classical fold bifurcation are found to be the main causes of limit-induced instability. Finally, the stability regions are illustrated in multiparameter space based on analysis of bifurcation boundaries to provide guidance for system design and the results of theoretical analysis are verified by circuit simulations in detail.
- 18 November 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Electronics
- Vol. 40 (3) , 3938-3951
A Frequency Adaptive Control Strategy for Grid-Connected Inverters Without AC Voltage Sensor Based on an Improved Finite Position Set-Phase Locked Loop
For a grid-connected inverter (GCI) without AC voltage sensors connected to the weak grid, the occurrence of frequency variation diminishes the accuracy of the estimated grid voltage and also degrades the output performance of the GCI. To solve these problems, based on virtual flux (VF) estimator, an improved Newton-Raphson method-based finite position set- phase locked loop (INR-FPS-PLL) and a frequency-adaptive control strategy with a quasi proportion complex integral (QPCI) controller are proposed. In detail, to meet the requirement for rapid acquisition of grid frequency information under frequency variation, the INR-FPS-PLL with only 6 iterations is developed. This PLL has low calculation burden and fast convergence. Then, because frequency variation reduces the accuracy of the estimated grid voltage, according to the principle of VF estimation, a grid voltage estimation method based on frequency-adaptive double first-order low-pass filter (DFO-LPF) with compensation techniques is proposed. Furthermore, to solve the performance degradation of GCI caused by grid frequency variation, the resonant frequency of the QPCI controller is adjusted according to the frequency information obtained by the INR-FPS-PLL, so that the zero-steady-state tracking error of grid current is ensured under frequency variation. Finally, simulation and experimental results verify the effectiveness of the proposed strategies.
- 18 November 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Electronics
- Vol. 40 (3) , 3938-3951
A Frequency Adaptive Control Strategy for Grid-Connected Inverters Without AC Voltage Sensor Based on an Improved Finite Position Set-Phase Locked Loop
For a grid-connected inverter (GCI) without AC voltage sensors connected to the weak grid, the occurrence of frequency variation diminishes the accuracy of the estimated grid voltage and also degrades the output performance of the GCI. To solve these problems, based on virtual flux (VF) estimator, an improved Newton-Raphson method-based finite position set- phase locked loop (INR-FPS-PLL) and a frequency-adaptive control strategy with a quasi proportion complex integral (QPCI) controller are proposed. In detail, to meet the requirement for rapid acquisition of grid frequency information under frequency variation, the INR-FPS-PLL with only 6 iterations is developed. This PLL has low calculation burden and fast convergence. Then, because frequency variation reduces the accuracy of the estimated grid voltage, according to the principle of VF estimation, a grid voltage estimation method based on frequency-adaptive double first-order low-pass filter (DFO-LPF) with compensation techniques is proposed. Furthermore, to solve the performance degradation of GCI caused by grid frequency variation, the resonant frequency of the QPCI controller is adjusted according to the frequency information obtained by the INR-FPS-PLL, so that the zero-steady-state tracking error of grid current is ensured under frequency variation. Finally, simulation and experimental results verify the effectiveness of the proposed strategies.
- 13 August 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Journal of Emerging and Selected Topics in Power Electronics
- Vol. 12 (5) , 4623-4637
Multiple Fourier Series-Based Modeling and Stability Analysis of the Three-Phase Pulsewidth-Modulated VSC
Pulse width modulators in the digital control system of the voltage source converter (VSC) are used to generate switching signals. However, their complex multi-frequency characteristics may lead to middle- and high-frequency oscillations. There are currently limited studies on the three-phase pulse width modulation (PWM) VSC considering modulator’s sideband harmonics, and the modeling methods proposed for other kinds of PWM converters are not applicable to the three-phase VSC. Therefore, to investigate the sideband harmonic stability of three-phase VSCs, the multiple Fourier series-based modeling method of the digital PWM modulator is proposed in this paper. First, the analytic expressions of switching signals when the modulator is perturbed by harmonics are derived based on the proposed method. Then, this paper summarizes the selection principles of the dominant harmonic components of the perturbed modulator. Finally, complex analytic expressions are simplified and approximated linearly to provide easy-to-use analytic results for other researchers. Then, based on the proposed modeling method, the impedance model of the VSC with a symmetric regular sampled SPWM modulator is derived. Based on the derived model, the influences of the key parameters on the system stability are investigated. Finally, the theoretical analysis results are validated through both simulations and hardware experiments.
- 13 August 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Journal of Emerging and Selected Topics in Power Electronics
- Vol. 12 (5) , 4623-4637
Multiple Fourier Series-Based Modeling and Stability Analysis of the Three-Phase Pulsewidth-Modulated VSC
Pulse width modulators in the digital control system of the voltage source converter (VSC) are used to generate switching signals. However, their complex multi-frequency characteristics may lead to middle- and high-frequency oscillations. There are currently limited studies on the three-phase pulse width modulation (PWM) VSC considering modulator’s sideband harmonics, and the modeling methods proposed for other kinds of PWM converters are not applicable to the three-phase VSC. Therefore, to investigate the sideband harmonic stability of three-phase VSCs, the multiple Fourier series-based modeling method of the digital PWM modulator is proposed in this paper. First, the analytic expressions of switching signals when the modulator is perturbed by harmonics are derived based on the proposed method. Then, this paper summarizes the selection principles of the dominant harmonic components of the perturbed modulator. Finally, complex analytic expressions are simplified and approximated linearly to provide easy-to-use analytic results for other researchers. Then, based on the proposed modeling method, the impedance model of the VSC with a symmetric regular sampled SPWM modulator is derived. Based on the derived model, the influences of the key parameters on the system stability are investigated. Finally, the theoretical analysis results are validated through both simulations and hardware experiments.
- Open Access
- 17 November 2023
- Published by MDPI AG in Applied Sciences
- Vol. 13 (22) , 12441
Impedance-Based Stability Analysis of Grid-Connected Inverters under the Unbalanced Grid Condition
As a common interface circuit for renewable energy integrated into the power grid, the inverter is prone to work under a three-phase unbalanced weak grid. In this paper, the instability of grid-connected inverters under the unbalanced grid condition is investigated. First, a dual second-order generalized integrator phase-locked loop (DSOGI-PLL)-based inverter under balanced and unbalanced conditions is modeled. A fourth-order impedance model is established to describe its impedance characteristics under the unbalanced grid condition. To analyze this multi-input multi-output system, a simplified stability analysis method based on the generalized Nyquist stability criterion and matrix theory is proposed. Then, the influences of circuit and control parameters on the stability of the grid-connected inverter system under the unbalanced grid condition are investigated. Finally, the accuracy of the derived frequency-coupled impedance model is verified via simulations, and the effectiveness of the proposed simplified stability analysis method on the system stability analysis is verified via both simulations and hardware experiments.
- 17 November 2023
- Published by MDPI AG in Applied Sciences
- Vol. 13 (22) , 12441
Open AccessImpedance-Based Stability Analysis of Grid-Connected Inverters under the Unbalanced Grid Condition
As a common interface circuit for renewable energy integrated into the power grid, the inverter is prone to work under a three-phase unbalanced weak grid. In this paper, the instability of grid-connected inverters under the unbalanced grid condition is investigated. First, a dual second-order generalized integrator phase-locked loop (DSOGI-PLL)-based inverter under balanced and unbalanced conditions is modeled. A fourth-order impedance model is established to describe its impedance characteristics under the unbalanced grid condition. To analyze this multi-input multi-output system, a simplified stability analysis method based on the generalized Nyquist stability criterion and matrix theory is proposed. Then, the influences of circuit and control parameters on the stability of the grid-connected inverter system under the unbalanced grid condition are investigated. Finally, the accuracy of the derived frequency-coupled impedance model is verified via simulations, and the effectiveness of the proposed simplified stability analysis method on the system stability analysis is verified via both simulations and hardware experiments.