Abstract and Applied Analysis / 2014 / Article / Tab 8 / Research Article
A Hybrid Forecasting Model Based on Bivariate Division and a Backpropagation Artificial Neural Network Optimized by Chaos Particle Swarm Optimization for Day-Ahead Electricity Price Table 8 Results of case 5 (CPSO-BD-BPANN and BD-BPANN).
Hour December 8th December 9th December 10th December 11th December 12th December 13th December 14th CPSO-BD-BPANN BD-BPANN CPSO-BD-BPANN BD-BPANN CPSO-BD-BPANN BD-BPANN CPSO-BD-BPANN BD-BPANN CPSO-BD-BPANN BD-BPANN CPSO-BD-BPANN BD-BPANN CPSO-BD-BPANN BD-BPANN 0:00 0.06% 2.22% 25.83% 20.87% 0.74% 0.85% 10.04% 12.65% 1.05% 2.23% 15.97% 6.53% 11.35% 13.42% 0:30 3.23% 3.75% 19.02% 23.10% 0.30% 3.02% 0.72% 0.06% 1.91% 6.00% 0.38% 4.70% 11.28% 10.72% 1:00 13.77% 13.21% 17.97% 22.59% 2.87% 3.66% 3.17% 9.29% 5.60% 2.32% 5.12% 3.04% 8.80% 10.49% 1:30 18.51% 21.32% 20.64% 34.43% 15.47% 11.02% 8.96% 7.69% 16.17% 15.99% 21.03% 12.86% 20.02% 25.06% 2:00 4.81% 2.02% 14.35% 3.23% 21.42% 15.07% 11.87% 14.41% 14.56% 16.75% 12.51% 13.34% 6.37% 10.18% 2:30 0.72% 0.52% 3.54% 5.71% 0.44% 0.77% 5.56% 7.42% 7.96% 9.94% 1.20% 0.72% 0.34% 4.70% 3:00 10.48% 9.16% 7.70% 4.08% 9.41% 6.50% 7.24% 8.00% 2.23% 2.28%
0.17% 112.46% 125.60% 3:30 2.62% 4.99% 6.51% 3.62% 6.48% 8.27% 1.60% 1.03% 11.53% 10.55% 1.50% 1.17% 74.26% 59.22% 4:00 1.56% 3.58% 9.30% 11.10% 12.43% 10.73% 16.86% 14.36% 11.29% 8.15% 4.54% 0.99% 29.06% 21.51% 4:30 1.20% 1.01% 18.14% 12.81% 20.53% 18.80% 20.18% 20.98% 21.04% 17.66% 0.15% 5.28% 12.91% 7.55% 5:00 33.17% 35.00% 8.63% 11.47% 15.06% 15.26% 1.03% 1.32% 6.17% 2.67% 13.91% 17.84% 16.63% 25.87% 5:30 15.38% 1.07% 3.24% 2.02% 7.46% 7.35% 5.93% 4.75% 0.97% 0.90% 6.73% 5.51% 4.46% 12.96% 6:00 9.02% 2.91% 10.52% 10.93% 0.71% 1.37% 7.78% 4.26% 2.48% 1.23% 21.07% 18.85% 15.39% 22.02% 6:30 6.91% 11.86% 3.24% 6.86% 12.79% 10.68% 9.38% 10.01% 21.02% 21.14% 8.53% 5.27% 17.40% 14.60% 7:00 4.28% 4.40% 3.72% 5.02% 7.84% 4.69% 13.71% 14.37% 7.94% 7.16% 3.53% 5.37% 20.89% 19.65% 7:30 0.08% 4.77% 6.39% 4.01% 2.05% 4.64% 5.01% 0.58% 6.24% 4.78% 6.44% 8.03% 7.44% 11.15% 8:00 14.76% 18.51% 3.79% 5.93% 1.11% 2.83% 8.81% 7.04% 6.47% 5.57% 0.37% 4.56% 7.22% 6.89% 8:30 4.92% 0.76% 0.96% 0.63% 5.99% 6.13% 3.80% 7.19% 4.24% 7.60% 5.25% 7.04% 7.65% 10.99% 9:00 2.29% 7.34% 1.46% 2.34% 1.65% 4.86% 0.87% 3.41% 8.87% 4.50% 3.38% 8.50% 2.06% 0.32% 9:30 1.74% 4.21% 4.91% 3.44% 0.62% 3.25% 5.44% 5.62% 3.04% 2.48% 13.13% 19.49% 1.82% 0.31% 10:00 1.46% 3.94% 4.48% 4.21% 2.12% 1.72% 3.64% 6.00% 1.05% 1.44% 23.64% 11.59% 2.72% 0.25% 10:30 4.15% 6.26% 7.52% 7.08% 2.82% 0.96% 0.26% 2.58% 5.33% 8.72% 9.26% 4.55% 1.45% 3.45% 11:00 4.25% 6.17% 13.80% 12.35% 4.07% 3.38% 2.27% 4.20% 5.59% 6.60% 0.77% 3.44% 2.86% 5.01% 11:30 5.16% 5.46% 5.55% 9.08% 2.35% 1.24% 5.42% 8.48% 9.11% 13.60% 4.41% 10.46% 4.75% 1.89% 12:00 1.77% 2.73%
2.49% 4.69% 3.08% 4.20% 7.52% 5.62% 7.72% 0.44% 5.57% 1.05% 1.45% 12:30 12.29% 11.07% 5.68% 3.15% 2.82% 3.10% 11.28% 8.23% 5.60% 1.52% 4.52% 7.67% 1.67% 2.32% 13:00 18.26% 21.00% 0.84% 0.51% 2.27% 0.78% 2.82% 5.28% 8.41% 6.12% 1.04% 6.31% 1.62%
13:30 8.59% 1.79% 3.35% 3.75% 16.48% 18.46% 1.92% 0.79% 11.38% 9.09% 0.13% 7.95% 0.52% 1.29% 14:00 4.34% 5.41% 0.80% 1.29% 2.56% 3.53% 3.97% 8.53% 10.53% 11.64% 4.30% 10.51% 1.23% 2.89% 14:30 5.54% 4.65% 2.05% 0.17% 6.45% 7.27% 1.16% 4.09% 2.67% 0.37% 4.01% 9.69% 2.25% 3.25% 15:00 5.26% 5.65% 17.18% 16.76% 2.81% 4.03% 2.13% 5.38% 0.95% 3.09% 10.67% 15.61% 1.17% 1.44% 15:30 3.89% 4.15% 7.28% 3.61% 1.92% 3.48% 8.72% 4.79% 5.24% 1.82% 5.70% 12.24% 2.36% 3.15% 16:00 3.10% 1.28% 9.41% 7.49% 2.79% 4.74% 2.22% 4.85% 2.07% 0.20% 10.17% 3.74% 2.17% 2.30% 16:30 4.99% 3.73% 3.47% 4.69% 1.46% 3.10% 12.60% 8.93% 2.81% 2.61% 0.07% 5.94% 1.26% 1.74% 17:00 0.25% 0.46% 0.16% 1.98% 22.82% 21.97% 5.72% 4.60% 5.29% 3.74% 0.49% 6.20% 3.05% 3.32% 17:30 1.66% 0.36% 14.73% 14.39% 2.16% 2.18% 7.04% 8.26% 3.78% 6.06% 5.85% 1.92% 2.07% 2.06% 18:00 0.72% 0.53% 12.37% 9.83% 5.57% 5.65% 2.72% 5.49% 4.37% 1.84% 3.67% 7.56% 0.17% 0.92% 18:30 11.52% 10.76% 5.00% 5.64% 2.88% 3.42% 0.69% 1.29% 2.41% 0.58% 3.22% 7.98% 1.52% 2.30% 19:00 8.84% 3.62% 21.07% 19.66% 20.72% 21.37% 15.52% 17.62% 3.60% 0.25% 2.59% 7.34% 0.96% 1.40% 19:30 7.05% 6.03% 6.94% 3.12% 2.16% 1.94% 2.70% 3.55% 2.30% 0.73% 3.38% 9.06% 4.67% 6.20% 20:00 12.29% 12.06% 13.50% 9.80% 12.70% 13.59% 4.00% 3.45% 0.26% 3.79% 2.10% 7.33% 6.99% 7.77% 20:30 6.76% 2.07% 23.08% 21.85% 2.40% 3.77% 19.12% 17.11% 3.28% 5.75% 3.74% 2.19% 1.56% 2.33% 21:00 2.40% 1.71% 4.71% 4.16% 5.89% 4.97% 12.86% 11.21% 3.31% 1.43% 1.62% 3.73% 6.97% 6.40% 21:30 8.58% 9.48% 1.17% 2.91% 7.04% 4.60% 6.83% 10.16% 10.23% 12.69% 9.27% 2.27% 2.83% 1.87% 22:00 23.58% 17.80% 10.44% 10.75% 13.89% 13.30% 11.97% 8.87% 19.88% 18.23% 10.96% 16.63% 4.24% 1.74% 22:30 0.49% 9.81% 12.83% 13.39% 11.89% 8.76% 0.65% 0.76% 1.99% 4.35% 2.11% 6.38% 23.70% 26.04% 23:00 30.04% 29.16% 4.91% 8.33% 23.37% 25.18% 3.00% 3.33% 4.19% 0.80% 3.65% 8.03% 27.28% 26.95% 23:30 2.51% 13.37% 2.37% 1.44% 4.13% 4.05% 2.63% 1.26% 3.22% 5.12% 0.80% 5.87% 1.08% 4.72% Mean 7.28% 7.36% 8.43% 8.29% 7.05% 6.95% 6.38% 6.90% 6.36% 6.04% 5.82% 7.44% 10.46% 11.24% Std. 7.49% 7.54% 6.73% 7.34% 6.74% 6.20% 5.13% 4.81% 5.22% 5.38% 5.83% 4.72% 19.40% 20.00%