Review Article
A Review of Data-Driven Short-Term Voltage Stability Assessment of Power Systems: Concept, Principle, and Challenges
Table 2
Comparison of STVSA algorithms based on deep learning.
| References | Deep learning algorithm | Electrical feature quantity | Time adaptive framework | Temporal feature | Spatial feature |
| [43] | BiGRU with attention mechanism | U/P/Q | × | √ | × | [56] | LSTM | U/P/Q | × | √ | × | [45] | LSTM | U/P/Q | √ | √ | √ | [64] | 1D-CNN | U/I/P/Q/f | √ | √ | × | [50] | GCN | U/P/Q | √ | √ | √ | [46] | GCN and 1D-CNN | U/P/Q | √ | √ | √ |
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