Operational Scheduling of Behind-the-Meter Storage Systems Based on Multiple Nonstationary Decomposition and Deep Convolutional Neural Network for Price Forecasting

Table 5

The percentage of each strategy over 12 months in the year 2015 relative to the ideal maximum profit (%).

	Our proposed	PDP	Special	Special
	Nonstationary decomposition	Scheduling	Strategy #1	Strategy #2
Jan.	81.837 6	51.798 8	11.660 5	7.374 4
Feb.	95.069 5	8.163 9	29.213 6	12.116 5
Mar.	88.411 2	8.156 3	67.714 5	45.967 6
Apr.	86.453 6	10.294 6	55.565 7	22.988 7
May.	91.755 7	0.897 9	23.898 0	11.639 3
Jun.	90.357 5	2.620 7	31.324 6	52.630 4
Jul.	78.803 4	12.622 1	55.212 5	41.011 6
Aug.	93.958 4	3.589 2	36.566 3	31.644 1
Sep.	86.154 4	22.893 0	43.569 6	39.539 0
Oct.	50.663 1	4.123 6	37.451 0	17.173 7
Nov.	92.006 3	13.672 6	69.527 1	43.549 1
Dec.	88.009 7	17.420 9	35.776 5	40.690 3
Average	85.29	12.946 3	41.456 7	30.527