Statistical machine learning model for capacitor planning considering uncertainties in photovoltaic power

Protection and Control of Modern Power Systems

Table 2 Existing weather probability models

Ref	Mathematical theory	Subject
[20]	Correlation coefficient, Nataf transformation, Known probability distributions	Probability theory
[15]	Copula function, Known probability distributions	Probability theory
[16]	Copula function, Maximum entropy distributions	Probability theory and information theory
[17]	Copula function, Known probability distributions Markov chain	Probability theory and stochastic processes
Proposed	Nonlinear regression, Linear regression, Probability distribution, Markov chain	SML