Table 7 Comparison of proposed method with the existing method.

From: Data driven prediction based reliability assessment of solar energy systems incorporating uncertainties for generation planning

 

Methods

Results

 

Existing Methods

Proposed Method

Existing

Proposed

Percentage Improvement

Expected Energy Not Served (EENS) (MWh/day)

Analytical Method, Monte Carlo Simulation, Crude Monte Carlo Simulation

QPLM using FFT

1.078 1.1109, 1.0681 (MWh/day)

0.9451 (MWh/day)

14.03%, 17.54%, 13.01%

 

NARX-ANN, Non-linear input output-ANN

NAR_ANN

Regression: 0.967, 0.586

Regression: 0.98154

1.48%, 40.29%

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