Bin Wang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Bin Wang has a total of 83 co-authors. Here are the top co-authors by number of shared publications:
- Kai Sun
Department of EECS, University of Tennessee, Knoxville, TN, USA
13 shared publications Kai Sun
Electrical Engineering and Computer Science Department, University of Tennessee, Knoxville, USA
4 shared publications- Le Xie
Harvard University
4 shared publications - Slava Maslennikov
ISO New England, Holyoke, MA, USA
4 shared publications - Chengxi Liu
Wuhan University
3 shared publications - Bohan Liu
Department of Electrical Engineering, Northeast Electric Power University, Jilin, China
2 shared publications
Latest Publications
- 1 September 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 41  (5) , 3993-4004
Quantifying and Improving the Accuracy of Electromagnetic Transient-Transient Stability Hybrid Simulation
The increasing penetration of inverter-based resources introduces new dynamic challenges to modern power grids, such as sub- and super-synchronous oscillations and other faster dynamics. These dynamics are typically fast in nature and are difficult to accurately model and analyze using standard transient stability (TS) methods, necessitating the need for electromagnetic transient (EMT) analysis. However, EMT simulations are notoriously slow for large-scale grids due to both equation formulations and computational limitations. To overcome this challenge, EMT-TS hybrid simulation is often used, since it offers a balanced trade-off between accuracy and speed, making it feasible to perform EMT analysis on large systems. One open question about EMT-TS hybrid simulation is the accuracy of the EMT-TS boundary or interface. This paper introduces an error index to quantify EMT-TS hybrid interface errors, identifies conditions where the hybrid simulation approach may become inaccurate, and suggests EMT region expansions to improve the simulation accuracy. Additionally, a three-sequence hybrid interface model is proposed to mitigate inaccuracies caused by unbalanced conditions.
- 1 September 2026
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 41  (5) , 3993-4004
Quantifying and Improving the Accuracy of Electromagnetic Transient-Transient Stability Hybrid Simulation
The increasing penetration of inverter-based resources introduces new dynamic challenges to modern power grids, such as sub- and super-synchronous oscillations and other faster dynamics. These dynamics are typically fast in nature and are difficult to accurately model and analyze using standard transient stability (TS) methods, necessitating the need for electromagnetic transient (EMT) analysis. However, EMT simulations are notoriously slow for large-scale grids due to both equation formulations and computational limitations. To overcome this challenge, EMT-TS hybrid simulation is often used, since it offers a balanced trade-off between accuracy and speed, making it feasible to perform EMT analysis on large systems. One open question about EMT-TS hybrid simulation is the accuracy of the EMT-TS boundary or interface. This paper introduces an error index to quantify EMT-TS hybrid interface errors, identifies conditions where the hybrid simulation approach may become inaccurate, and suggests EMT region expansions to improve the simulation accuracy. Additionally, a three-sequence hybrid interface model is proposed to mitigate inaccuracies caused by unbalanced conditions.
- Open Access
- 5 November 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Data Descriptions
- Vol. 2, 452-458
Descriptor: Phasor Measurement Unit Dataset for Oscillation Source Location (PMU-OSL)
Power system oscillations are a phenomenon of periodic energy exchange at the oscillation frequency among participating dynamic components such as synchronous generators and inverter-based resources. Undamped or sustained power system oscillations are not desired in power system operations because they can cause equipment damage, reduced power transfer capacity, and large-scale blackouts. Therefore, any significant oscillations should be properly mitigated in a timely fashion. In recent decades, large-amplitude sustained oscillations have been observed in power grids around the world, thanks to widely deployed Phasor Measurement Units (PMUs). Many of the observed oscillations did not appear in traditional model-based planning studies such that no mitigation measures can be designed offline. Finding the originating source(s) of oscillations is crucial in real-time operations. Many oscillation source location (OSL) methods have been proposed but their effectiveness vary significantly. This PMU-OSL dataset provides a library of power system electromechanical oscillation test cases including both simulated cases and actual oscillatory events in power systems. By offering measurement and model data of realistic and challenging oscillation cases, this dataset can help facilitate the development and testing of algorithms, methods and tools for identifying the source of poorly damped or forced oscillation in power systems.
- 5 November 2025
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Data Descriptions
- Vol. 2, 452-458
Open AccessDescriptor: Phasor Measurement Unit Dataset for Oscillation Source Location (PMU-OSL)
Power system oscillations are a phenomenon of periodic energy exchange at the oscillation frequency among participating dynamic components such as synchronous generators and inverter-based resources. Undamped or sustained power system oscillations are not desired in power system operations because they can cause equipment damage, reduced power transfer capacity, and large-scale blackouts. Therefore, any significant oscillations should be properly mitigated in a timely fashion. In recent decades, large-amplitude sustained oscillations have been observed in power grids around the world, thanks to widely deployed Phasor Measurement Units (PMUs). Many of the observed oscillations did not appear in traditional model-based planning studies such that no mitigation measures can be designed offline. Finding the originating source(s) of oscillations is crucial in real-time operations. Many oscillation source location (OSL) methods have been proposed but their effectiveness vary significantly. This PMU-OSL dataset provides a library of power system electromechanical oscillation test cases including both simulated cases and actual oscillatory events in power systems. By offering measurement and model data of realistic and challenging oscillation cases, this dataset can help facilitate the development and testing of algorithms, methods and tools for identifying the source of poorly damped or forced oscillation in power systems.
- 14 March 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 39  (6) , 6901-6913
Forced Oscillation Source Location in Power Systems Using MVMD-Assisted DEF in TF Plane
Fast and accurate forced oscillation source location (FOSL) is critical for mitigating forced oscillations in power systems. To overcome the shortcomings of traditional dissipating energy flow (DEF) in decomposing the forced oscillation components from the measurement responses, a multivariate variational mode decomposition (MVMD)-assisted FOSL is proposed in this paper to locate the forced oscillation sources from measurements in time-frequency (TF) plane. The multi-channel measurement matrix of each generator is formed, then the multi-channel modes are decomposed from the formed multi-channel measurement matrix using the MVMD. Further, the intrinsic mode functions (IMFs) associated with the forced oscillation mode are distinguished from the decomposed modes according to the relative energy weights. With the distinguished IMFs, the MVMD-assisted DEF calculation method is developed to locate the forced oscillation source. Finally, the performance of the proposed method is evaluated using the simulation data of the WECC 179-bus test system and IEEE-NASPI Oscillation Source Location Contest as well as the actual PMU data of ISO New England. The results validated the effectiveness and accuracy of the proposed method in the FOSL.
- 14 March 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 39  (6) , 6901-6913
Forced Oscillation Source Location in Power Systems Using MVMD-Assisted DEF in TF Plane
Fast and accurate forced oscillation source location (FOSL) is critical for mitigating forced oscillations in power systems. To overcome the shortcomings of traditional dissipating energy flow (DEF) in decomposing the forced oscillation components from the measurement responses, a multivariate variational mode decomposition (MVMD)-assisted FOSL is proposed in this paper to locate the forced oscillation sources from measurements in time-frequency (TF) plane. The multi-channel measurement matrix of each generator is formed, then the multi-channel modes are decomposed from the formed multi-channel measurement matrix using the MVMD. Further, the intrinsic mode functions (IMFs) associated with the forced oscillation mode are distinguished from the decomposed modes according to the relative energy weights. With the distinguished IMFs, the MVMD-assisted DEF calculation method is developed to locate the forced oscillation source. Finally, the performance of the proposed method is evaluated using the simulation data of the WECC 179-bus test system and IEEE-NASPI Oscillation Source Location Contest as well as the actual PMU data of ISO New England. The results validated the effectiveness and accuracy of the proposed method in the FOSL.
- 11 January 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 39  (5) , 6689-6701
Forced Oscillation Source Location of Bulk Power Systems Using Synchrosqueezing Wavelet Transform
Forced oscillation source location (FOSL) plays a significant role in mitigating forced oscillations (FOs), which threaten the power system stability. This paper proposes a data-driven approach for FOSL in power systems using synchrosqueezing wavelet transform (SWT). The proposed approach conducts SWT on the measured system responses to obtain the SWT matrix. Then, the SWT-based dissipating energy flow (DEF) model in time-frequency domain and dissipating energy spectrum (DES) model in frequency domain are derived from the traditional DEF model. Further, the characteristics of SWT-based DEF and DES are revealed by referring to the traditional DEF, and the FOSL criteria of the SWT-based DEF and DES can be hereby obtained. Using the obtained FOSL criteria, the FO source can be located from the measured responses. The performance of the proposed FOSL method is evaluated by simulation data of the WECC 179-bus test system and field-measurement PMU data of the ISO New England. The results confirm the accuracy and efficiency of the proposed method in the FOSL.
- 11 January 2024
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 39  (5) , 6689-6701
Forced Oscillation Source Location of Bulk Power Systems Using Synchrosqueezing Wavelet Transform
Forced oscillation source location (FOSL) plays a significant role in mitigating forced oscillations (FOs), which threaten the power system stability. This paper proposes a data-driven approach for FOSL in power systems using synchrosqueezing wavelet transform (SWT). The proposed approach conducts SWT on the measured system responses to obtain the SWT matrix. Then, the SWT-based dissipating energy flow (DEF) model in time-frequency domain and dissipating energy spectrum (DES) model in frequency domain are derived from the traditional DEF model. Further, the characteristics of SWT-based DEF and DES are revealed by referring to the traditional DEF, and the FOSL criteria of the SWT-based DEF and DES can be hereby obtained. Using the obtained FOSL criteria, the FO source can be located from the measured responses. The performance of the proposed FOSL method is evaluated by simulation data of the WECC 179-bus test system and field-measurement PMU data of the ISO New England. The results confirm the accuracy and efficiency of the proposed method in the FOSL.
- Open Access
- 13 December 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Delivery
- Vol. 39  (2) , 911-921
ParaEMT: An Open Source, Parallelizable, and HPC-Compatible EMT Simulator for Large-Scale IBR-Rich Power Grids
The electromagnetic transient (EMT) simulation is an essential tool for studying power grids dominated by inverter-based resources (IBRs). However, due to small simulation time steps and increasing problem sizes , performing EMT simulations for large-scale power grids becomes computational-intensive, and often impractical. To address this challenge, we developed ParaEMT, an open-source Python-based EMT simulator that is parallelizable and compatible with high-performance computing (HPC) systems for simulating large-scale power grids with a significant presence of IBRs. Its key features include: 1) utilizing parallel computation for network solution by decomposing the network conductance matrix into the bordered block diagonal form; 2) enabling parallel updates of device states and network historical currents; 3) leveraging HPC to further accelerate simulation through a developed generic interface. The accuracy of ParaEMT has been validated on the reduced 240-bus (720-node) Western Electricity Coordinating Council system by benchmarking the EMT dynamics against PSCAD. Furthermore, ParaEMT achieves a notable speedup of approximately 25 to 36 times on a synthetic 10,080-bus (30240-node) system by leveraging the HPC resource named Eagle at the National Renewable Energy Laboratory. A regional 100% renewable case of the reduced 240-bus system has been developed for simulating system-wide IBRs’ interactions in large-scale power grids using ParaEMT.
- 13 December 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Delivery
- Vol. 39  (2) , 911-921
Open AccessParaEMT: An Open Source, Parallelizable, and HPC-Compatible EMT Simulator for Large-Scale IBR-Rich Power Grids
The electromagnetic transient (EMT) simulation is an essential tool for studying power grids dominated by inverter-based resources (IBRs). However, due to small simulation time steps and increasing problem sizes , performing EMT simulations for large-scale power grids becomes computational-intensive, and often impractical. To address this challenge, we developed ParaEMT, an open-source Python-based EMT simulator that is parallelizable and compatible with high-performance computing (HPC) systems for simulating large-scale power grids with a significant presence of IBRs. Its key features include: 1) utilizing parallel computation for network solution by decomposing the network conductance matrix into the bordered block diagonal form; 2) enabling parallel updates of device states and network historical currents; 3) leveraging HPC to further accelerate simulation through a developed generic interface. The accuracy of ParaEMT has been validated on the reduced 240-bus (720-node) Western Electricity Coordinating Council system by benchmarking the EMT dynamics against PSCAD. Furthermore, ParaEMT achieves a notable speedup of approximately 25 to 36 times on a synthetic 10,080-bus (30240-node) system by leveraging the HPC resource named Eagle at the National Renewable Energy Laboratory. A regional 100% renewable case of the reduced 240-bus system has been developed for simulating system-wide IBRs’ interactions in large-scale power grids using ParaEMT.
- 26 February 2022
- Published by Elsevier in Electric Power Systems Research
- Vol. 208
A normal form-based power system out-of-step protection
- 26 February 2022
- Published by Elsevier in Electric Power Systems Research
- Vol. 208
A normal form-based power system out-of-step protection
- 25 February 2022
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 37  (6) , 4720-4731
Tri-Sectional Approximation of the Shortest Path to Long-Term Voltage Stability Boundary With Distributed Energy Resources
Ensuring long-term voltage stability is critical for reliable operations of power grids. High share of distributed energy resources (DERs) can create complicated system operation modes that may invalidate the traditional long-term voltage stability analysis based on typical operation modes. To address this challenge, this paper investigates how to compute the shortest path to the voltage stability boundary in the DER aggregated load space with large dispersion. Instead of working in the Euclidean space, we establish the analysis and computations on the algebraic power flow manifold to better capture the curvature change of the shortest path along the direction of losing stability. A modified optimal control framework is presented for obtaining the ground-truth of the smooth shortest path on the manifold. To efficiently and accurately solve for the shortest path, we further leverage the geometric features of the power flow manifold and propose a tri-sectional approximation model that is scalable for large-scale systems. Several numerical examples, up to the 1354-bus system, with different DER penetration levels and high dimensional renewable power injection variations are evaluated. The simulation results demonstrate that the tri-sectional approximation achieves high accuracy and efficiency to approximate the shortest path to the voltage stability boundary.
- 25 February 2022
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Power Systems
- Vol. 37  (6) , 4720-4731
Tri-Sectional Approximation of the Shortest Path to Long-Term Voltage Stability Boundary With Distributed Energy Resources
Ensuring long-term voltage stability is critical for reliable operations of power grids. High share of distributed energy resources (DERs) can create complicated system operation modes that may invalidate the traditional long-term voltage stability analysis based on typical operation modes. To address this challenge, this paper investigates how to compute the shortest path to the voltage stability boundary in the DER aggregated load space with large dispersion. Instead of working in the Euclidean space, we establish the analysis and computations on the algebraic power flow manifold to better capture the curvature change of the shortest path along the direction of losing stability. A modified optimal control framework is presented for obtaining the ground-truth of the smooth shortest path on the manifold. To efficiently and accurately solve for the shortest path, we further leverage the geometric features of the power flow manifold and propose a tri-sectional approximation model that is scalable for large-scale systems. Several numerical examples, up to the 1354-bus system, with different DER penetration levels and high dimensional renewable power injection variations are evaluated. The simulation results demonstrate that the tri-sectional approximation achieves high accuracy and efficiency to approximate the shortest path to the voltage stability boundary.
- 1 February 2022
- Published by Office of Scientific and Technical Information (OSTI)
DC-AC Tool: Fully Automating the Acquisition of AC Power Flow Solution
DC2AC is an automated tool for achieving a converged AC power flow solution from any dispatch, e.g., determined using DC power flow model based optimal power flow. The entire process is free of human interference. It is usually encountered in practice that, even with a DC power flow solution, acquiring the solved AC power flow solution, if exists, sometimes could be a challenging task, especially during the planning stage. It is also difficult to distinguish the unsolvable cases from diverging iterations. Manual adjustments to approach the desired power flow condition has been largely relied on in the past using lots of engineering heuristics. This tool provides a systematic way to first achieve a solvable AC power flow case by modifying the power flow condition, and then try to track the AC power flow solution while gradually removing the adopted changes. If all adopted changes can be completely removed, then the original AC power flow solution is obtained. Otherwise, insights for actionable controls are derived to help operation and planning. Currently, this tool has been implemented in Python using SIEMENS PTI PSS/E as power flow solver, where only adjusting generator terminal voltage set point is considered as an available means tomore » try to turn an unsolved power flow to a solved one. In future, more means should be considered, including the operation of tap-changing transformers, switched shunts and redispatch of active power. « less
- 1 February 2022
- Published by Office of Scientific and Technical Information (OSTI)
DC-AC Tool: Fully Automating the Acquisition of AC Power Flow Solution
DC2AC is an automated tool for achieving a converged AC power flow solution from any dispatch, e.g., determined using DC power flow model based optimal power flow. The entire process is free of human interference. It is usually encountered in practice that, even with a DC power flow solution, acquiring the solved AC power flow solution, if exists, sometimes could be a challenging task, especially during the planning stage. It is also difficult to distinguish the unsolvable cases from diverging iterations. Manual adjustments to approach the desired power flow condition has been largely relied on in the past using lots of engineering heuristics. This tool provides a systematic way to first achieve a solvable AC power flow case by modifying the power flow condition, and then try to track the AC power flow solution while gradually removing the adopted changes. If all adopted changes can be completely removed, then the original AC power flow solution is obtained. Otherwise, insights for actionable controls are derived to help operation and planning. Currently, this tool has been implemented in Python using SIEMENS PTI PSS/E as power flow solver, where only adjusting generator terminal voltage set point is considered as an available means tomore » try to turn an unsolved power flow to a solved one. In future, more means should be considered, including the operation of tap-changing transformers, switched shunts and redispatch of active power. « less
- 26 May 2021
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 118-122
DDS-Based Analog IC Test System for Audio ICs
IC testing has become an important supporting technology for the IC industry. A comprehensive and rigorous IC test process can not only improve the reliability of the products, but also reduce costs. In this work, a home-made analog IC test system was developed based on direct digital synthesis (DDS) and field programmable gate array (FPGA) that specialized in manufacturing testing for ETEK audio analog devices including audio DAC, audio effect processing circuit, and audio power amplifier circuit. Such system is cost-efficient and function-trimmed so as to lower the cost while still satisfying the basic needs of audio analog testing. In this article, the hardware design and implementation of such home-made analog IC test system was described and illustrated. The validity of such system was shown by the result of a trial-run test from a batch of audio power amplifiers, and the comparison of the obtained parameters with those from the commercial system further verified that our design and implementation of IC test system could be well adopted in the industry for manufacturing testing.
- 26 May 2021
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 118-122
DDS-Based Analog IC Test System for Audio ICs
IC testing has become an important supporting technology for the IC industry. A comprehensive and rigorous IC test process can not only improve the reliability of the products, but also reduce costs. In this work, a home-made analog IC test system was developed based on direct digital synthesis (DDS) and field programmable gate array (FPGA) that specialized in manufacturing testing for ETEK audio analog devices including audio DAC, audio effect processing circuit, and audio power amplifier circuit. Such system is cost-efficient and function-trimmed so as to lower the cost while still satisfying the basic needs of audio analog testing. In this article, the hardware design and implementation of such home-made analog IC test system was described and illustrated. The validity of such system was shown by the result of a trial-run test from a batch of audio power amplifiers, and the comparison of the obtained parameters with those from the commercial system further verified that our design and implementation of IC test system could be well adopted in the industry for manufacturing testing.