Complex Power System Status Monitoring and Evaluation Using Big Data Platform and Machine Learning Algorithms: A Review and a Case Study

Table 4

A brief comparison among basic data-driven methods.

	PCA	PLS	LDA	SIM
Gaussian distribution
Input-output relationship
Number of principal components
Number of latent variables
Computational complexity	Low	Medium	Medium	Medium