Litcius/Paper detail

Forced Oscillation Source Location of Bulk Power Systems Using Synchrosqueezing Wavelet Transform

Tao Jiang, Bohan Liu, Guodong Liu, Bin Wang, Xue Li, Jinan Zhang

2024IEEE Transactions on Power Systems21 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Wavelet transformWaveletElectric power systemControl theory (sociology)Frequency domainEnergy (signal processing)Low-frequency oscillationPower (physics)Oscillation (cell signaling)Stability (learning theory)Power flowTime domainComputer scienceAlgorithmSpectral densityEngineeringMathematicsArtificial intelligenceStatisticsTelecommunicationsPhysicsBiologyComputer visionMachine learningQuantum mechanicsGeneticsControl (management)Power System Optimization and StabilityVibration and Dynamic AnalysisPower System Reliability and Maintenance