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Table 2 Scenario details and KAP on task 1

From: Static information, K-neighbor, and self-attention aggregated scheme: a transient stability prediction model with enhanced interpretability

Scenario

Input information \({\mathcal{X}}_{{\text{D}}}\)

KAP (%)

R–

\({\mathcal{X}}_{0 - }\)

86.22

RE-

\({\mathcal{X}}_{0 - }\), \({\mathcal{X}}_{0 + }\)

93.54

RR-

\({\mathcal{X}}_{0 - }\), actual value at \(t_{0 + }\)

93.34

REE

\({\mathcal{X}}_{0 - }\), \({\mathcal{X}}_{0 + }\),\({\mathcal{X}}_{c - }\)

94.93

RRE

\({\mathcal{X}}_{0 - }\), actual value at \(t_{0 + }\),\({\mathcal{X}}_{c - }\)

94.50

RRR

\({\mathcal{X}}_{0 - }\), actual value at \(t_{0 + }\),\(t_{c + }\)

95.83