Research Article
Machine Learning-Based Relative Performance Analysis of Monocrystalline and Polycrystalline Grid-Tied PV Systems
Table 5
Statistics (extracted features) based on performance analysis of monoperk modules.
| | Features | Experimental values | Simulated values |
| | Mean | 1265.67 | 1849.62 | | Standard error | 108.0271232 | 122.1181821 | | Median | 1328.6 | 2037.5 | | Standard deviation | 341.6117584 | 386.1715992 | | Sample variance | 116698.5934 | 149128.504 | | Kurtosis | -2.063216661 | -1.835603662 | | Skewness | -0.155217059 | -0.435316653 | | Range | 827.7 | 957.9 | | Minimum | 834.6 | 1317.3 | | Maximum | 1662.3 | 2275.2 | | Sum | 12656.7 | 18496.2 | | Count | 10 | 10 | | Largest (1) | 1662.3 | 2275.2 | | Smallest (1) | 834.6 | 1317.3 | | Confidence level (95.0%) | 244.3743305 | 276.2505204 |
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