Abstract and Applied Analysis / 2014 / Article / Tab 6 / 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 6 Results of case 3 (CPSO-BD-BPANN and BD-BPANN).
Hour June 9th June 10th June 11th June 12th June 13th June 14th June 15th 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 12.29% 11.22% 14.54% 15.41% 20.09% 19.60% 5.11% 8.81% 17.44% 20.99% 31.51% 28.12% 26.39% 27.45% 0:30 15.07% 10.16% 3.03% 4.07% 1.55% 3.61% 6.43% 4.37% 0.61% 1.35% 1.91% 0.57% 12.25% 12.81% 1:00 1.36% 6.70% 5.19% 0.82% 6.88% 5.28% 13.74% 17.28% 5.08% 2.77% 10.94% 12.18% 16.32% 18.37% 1:30 9.86% 14.76% 10.30% 7.93% 40.60% 41.50% 29.19% 29.56% 3.09% 1.12% 13.13% 12.54% 12.66% 12.61% 2:00 17.29% 15.99% 5.11% 9.22% 3.45% 0.48% 6.63% 3.60% 16.53% 16.90% 20.07% 18.27% 4.32% 0.24% 2:30 39.00% 43.07% 13.41% 9.43% 18.89% 27.78% 10.17% 9.08% 5.09% 4.57% 8.05% 5.49% 17.02% 16.14% 3:00 33.63% 11.92% 7.08% 0.02% 19.54% 23.50% 13.50% 17.15% 20.50% 17.30%
3.64% 16.44% 11.94% 3:30 24.38% 19.43% 16.97% 6.21% 1.46% 6.23% 4.42% 3.21% 10.73% 2.57% 5.73% 6.79% 1.71% 0.66% 4:00 36.83% 39.95% 6.42% 12.90% 6.73% 9.43% 3.34% 14.21% 3.45% 3.99% 29.23% 28.21% 7.72% 8.94% 4:30 34.57% 33.85% 4.79% 14.48% 7.03% 3.57% 7.75% 6.79% 6.03% 11.46% 19.84% 14.09% 6.88% 5.50% 5:00 32.59% 33.36% 1.24% 20.12% 3.84% 1.80% 9.47% 7.78% 6.17% 8.43% 1.03% 1.60% 6.32% 6.10% 5:30 20.75% 9.02% 2.77% 21.97% 0.51% 11.45% 1.09% 2.76% 13.18% 17.09% 8.99% 6.45% 6.29% 5.03% 6:00 15.00% 3.43% 23.02% 37.68% 24.64% 31.48% 30.19% 35.42% 23.10% 30.46% 4.85% 2.71% 27.41% 27.51% 6:30 31.25% 19.55% 5.34% 19.86% 2.15% 2.26% 17.81% 20.12% 2.32% 8.36% 4.45% 7.45% 46.95% 49.06% 7:00 19.06% 3.29% 4.18% 16.84% 15.93% 11.49% 22.88% 22.35% 1.61% 3.32% 8.57% 13.41% 25.85% 27.10% 7:30 6.38% 1.10% 1.80% 21.75% 5.22% 2.06% 14.23% 6.42% 9.71% 20.03% 13.45% 17.33% 28.27% 27.69% 8:00 6.58% 11.41% 3.77% 19.70% 14.58% 1.20% 2.07% 2.36% 13.74% 19.36% 12.43% 9.92% 18.95% 20.68% 8:30 12.68% 28.89% 17.41% 44.62% 14.24% 6.44% 1.85% 10.31% 3.59% 5.15% 17.24% 15.48% 3.42% 0.05% 9:00 7.82% 13.47% 2.75% 3.70% 1.31% 3.05% 7.57% 9.11% 2.73% 8.81% 9.91% 9.81% 18.68% 2.45% 9:30 1.03% 11.93% 0.03% 6.49% 10.61% 12.25% 3.50% 14.89% 0.70% 6.90% 8.42% 9.20% 9.47% 1.94% 10:00 4.42% 0.36% 0.55% 2.07% 2.39% 1.50% 1.33% 8.95% 2.23% 3.81% 2.94% 1.34% 13.35% 13.02% 10:30 9.06% 5.37% 1.42% 1.65% 3.32% 4.14% 6.42% 3.06% 0.65% 2.82% 1.59% 4.06% 5.42% 3.38% 11:00 4.16% 3.75% 1.07% 2.28% 5.15% 7.08% 5.24% 11.44% 4.50% 7.22% 16.90% 22.73% 1.19% 5.85% 11:30 1.15% 3.38% 0.85% 2.95% 22.49% 22.50% 4.41% 10.04% 2.18% 1.61% 6.75% 1.71% 2.79% 3.11% 12:00 0.68% 3.41% 1.14% 1.92% 2.46% 2.31% 8.23% 5.74% 2.91% 2.95% 9.45% 7.11% 4.00% 4.59% 12:30 4.37% 7.50% 0.93% 0.78% 0.06% 0.38% 4.11% 9.18% 4.29% 5.76% 0.19% 0.24% 10.95% 13.49% 13:00 3.34% 1.57% 0.74% 0.94% 6.60% 5.89% 16.90% 22.12% 1.41% 1.95% 1.38% 3.32% 0.07%
13:30 2.21% 0.87% 4.40% 5.68% 5.32% 5.14% 8.91% 16.25% 3.87% 4.18% 2.72% 6.87% 4.88% 2.82% 14:00 16.29% 22.04% 5.62% 4.47% 3.03% 2.18% 4.84% 12.05% 6.16% 6.49% 0.02% 3.74% 2.56% 4.48% 14:30 4.70% 6.30% 5.88% 4.44% 8.58% 4.56% 5.26% 2.28% 4.96% 4.81% 1.45% 0.56% 14.13% 17.55% 15:00 2.04% 5.44% 5.26% 2.13% 1.38% 0.26% 1.59% 6.79% 6.54% 8.19% 0.63% 1.19% 5.70% 4.69% 15:30 4.70% 1.98% 1.98% 4.84% 1.12% 0.04% 0.32% 6.17% 0.07% 0.59% 1.18% 3.38% 1.35% 3.40% 16:00 8.81% 4.94% 2.93% 5.31% 3.07% 4.59% 0.04% 1.13% 1.67% 2.84% 1.15% 0.14% 14.69% 11.93% 16:30 1.12% 6.70% 6.38% 5.66% 7.86% 7.32% 4.54% 2.86% 2.97% 4.23% 13.74% 12.63% 11.71% 3.39% 17:00 20.14% 12.21% 27.93% 24.94% 12.63% 11.67% 11.90% 9.90% 30.67% 32.36% 17.15% 15.66% 21.65% 17.29% 17:30 17.97% 16.79% 24.37% 13.52% 9.64% 8.30% 24.50% 20.87% 16.07% 16.18% 21.20% 18.14% 21.31% 17.19% 18:00 4.35% 2.75% 7.25% 4.19% 11.60% 14.47% 11.11% 12.84% 1.36% 0.87% 16.36% 18.08% 24.94% 21.02% 18:30 24.48% 37.92% 21.53% 10.06% 9.49% 16.53% 0.60% 7.90% 10.99% 19.32% 12.66% 11.89% 7.53% 2.23% 19:00 28.35% 21.10% 28.07% 15.35% 21.86% 26.74% 7.23% 14.78% 17.96% 9.97% 3.77% 3.15% 20.03% 27.97% 19:30 6.20% 5.07% 8.98% 4.39% 1.88% 3.58% 1.09% 11.25% 1.47% 6.02% 7.00% 7.26% 3.09% 3.57% 20:00 4.55% 6.07% 5.66% 10.61% 2.41% 3.10% 17.43% 25.56% 8.04% 4.89% 14.47% 18.14% 5.53% 10.08% 20:30 0.56% 2.75% 0.03% 5.08% 0.16% 2.40% 2.17% 11.28% 0.12% 3.10% 3.48% 4.83% 2.78% 0.47% 21:00 9.62% 2.92% 7.59% 0.16% 9.37% 12.04% 1.76% 0.42% 3.91% 2.39% 6.45% 3.44% 2.31% 2.02% 21:30 15.38% 15.27% 3.18% 0.52% 6.74% 5.70% 14.05% 9.54% 0.73% 0.73% 8.38% 6.56% 6.23% 2.68% 22:00 4.93% 1.51% 12.04% 9.76% 2.99% 4.80% 8.49% 8.92% 24.36% 25.88% 3.49% 5.67% 11.75% 11.21% 22:30 20.98% 20.32% 26.80% 36.87% 30.95% 31.42% 11.34% 6.78% 2.75% 8.71% 14.17% 13.91% 15.96% 15.20% 23:00 13.76% 15.57% 1.64% 6.07% 8.38% 8.11% 10.64% 9.74% 14.38% 14.31% 10.63% 8.04% 17.02% 17.48% 23:30 20.34% 14.41% 10.43% 1.99% 4.65% 9.48% 30.92% 27.80% 27.24% 21.48% 9.26% 3.88% 0.28% 0.10% Mean 13.25% 12.31% 7.79% 10.04% 8.85% 9.39% 9.09% 11.28% 7.71% 9.05% 9.18% 8.98% 11.80% 10.89% Std. 10.98% 11.05% 7.95% 10.27% 8.71% 9.64% 7.99% 7.86% 7.85% 8.18% 7.45% 7.15% 9.60% 10.28%
