Development of Black-Box Equivalent Models from Ambient Data

Theofilos Papadopoulos,Georgios Barzegkar-Ntovom,Eleftherios Kontis, Nikolaos Batzis

2023 14th International Conference on Electrical and Electronics Engineering (ELECO)（2023）

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摘要

In this paper, aggregated black-box equivalent models are developed from ambient data. The accuracy of the identified model parameters is evaluated using error indices. The applicability of the derived models for the analysis and simulation of large voltage disturbances is also demonstrated.

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关键词

Model Parameters,Error Index,Large Disturbances,Dynamic Model,White Noise,Power System,Additive Noise,Step Change,Transient Response,Window Length,Perfect Match,Static Model,Relative Accuracy,Polynomial Model,Simulated Response,Recovery Model,Model Aggregation,Bus Voltage,Insignificant Impact,Synthetic Signals,Phasor Measurement Units,Constant Power Loads,Actual Ones,Constant Current,Function Of Voltage

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