Research Article

Enhanced Memetic Algorithm-Based Extreme Learning Machine Model for Smart Grid Stability Prediction

Table 2

Performance comparison with existing approaches.

ModelAccuracy

Recurrent neural network (RNN) [5]96.60
Gated recurrent unit (GRU) [5]97.30
Long short term memory (LSTM) [5]97.13
Multidimensional long short term memory (M-LSTM) [5]99.07
Proposed model (ELM-TLBO-SA)99.75