Applying Optimized ANN Models to Estimate Dew Point Pressure of Gas Condensates

Table 1

Statistical parameters calculated for the proposed models.

Model	Dataset	R^2	MRE (%)	MSE	RMSE	STD
PSO-ANN	Train	0.982	3.457	47383.75378	217.6781	153.9872
	Test	0.981	3.484	53094.67466	230.4228	171.2903
	Total	0.982	3.464	48809.5038	230.4228	158.3618
GA-ANN	Train	0.993	2.064	20449.06595	143.0002	108.1799
	Test	0.992	1.980	17928.73343	133.8982	100.4504
	Total	0.993	2.043	19819.85672	133.8982	106.2545