Robust Optimization Model for Photovoltaic Power Producer’s Bidding Decision-Making in Electricity Market

Table 2

Scenarios for EM prices.

H	Scen. 1		Scen. 2		Scen. 3		Scen. 4		Scen. 5		Scen. 6		Scen. 7		Scen. 8		Scen. 9		Scen. 10
	Da	Re	Da	Re	Da	Re	Da	Re	Da	Re	Da	Re	Da	Re	Da	Re	Da	Re	Da	Re
1	218.4	202.3	163.8	179.9	134.4	133.4	191.4	168.2	222.7	148.6	60.8	196.4	165.1	181.6	207.3	208.8	154.5	217.2	172.1	217.3
2	183.6	183.6	151.5	179.9	69.3	69.3	169.1	169.7	200.9	148.8	68.8	192.4	163.7	182.9	195.7	166.8	138.5	217.6	137.9	137.9
3	174.2	174.2	144.2	179.3	58.6	58.6	165.6	176.2	189.4	145.1	74.0	160.6	163.8	182.9	186.3	166.8	164.7	182.1	161.7	161.7
4	163.1	163.1	127.1	179.9	51.8	51.8	161.8	180.2	177.7	148.9	98.4	98.4	159.6	175.3	174.7	166.8	161.3	161.3	154.5	111.6
5	150.2	150.2	124.8	171.93	90.9	74.3	161.3	180.2	174.3	144.7	90.6	90.6	162.4	175.3	172.8	165.9	148.4	178.5	151.5	111.6
6	166.9	166.9	123.3	123.31	90.3	74.3	173.8	184.2	188.3	152.3	97.5	97.5	164.4	164.2	186.7	166.8	154.9	189.2	148.5	98.7
7	196.7	186	133	133.8	111.3	64.8	237.5	237.5	225.3	197.2	149.4	146.1	165.6	182.9	223.2	174.9	160.3	220.7	155.2	98.7
8	234.4	267.8	149.2	149.2	134.1	185.9	261.8	275.2	260.1	260.1	182.6	160.4	169.6	169.6	254.1	223.2	166.1	230.1	161.3	110.3
9	244.1	279	159.4	-141.3	135.6	180.2	282.2	297.5	271.2	271.2	179.5	179.6	172.6	172.6	280.5	223.2	163.6	232.2	156.6	126.4
10	178.5	212.5	176.3	127.9	148.8	176.1	249.5	200.8	260.2	221.7	152.7	152.7	174.1	174.1	262.3	223.2	165.9	229.2	163.7	149.1
11	175.8	205	163.9	137.7	160.2	184.2	244.8	200.8	242.5	138.5	163.1	192.3	173.5	173.8	248.2	223.2	167.5	167.5	166.5	189.6
12	173.5	203.3	163.8	163.8	161.7	184.2	235.7	223.1	234.1	213.6	160.2	192.4	173.1	173.1	245.3	223.3	166.3	166.3	166.7	193.1
13	167.8	203.3	162.6	162.6	159.9	184.2	223	222.9	212.8	212.3	158.7	158.9	172.1	172.1	224.5	224.5	164.3	164.3	166.8	193.1
14	164.35	203.3	155.1	155.1	157.9	184.2	218.2	218.1	197.5	197.5	164.3	164.3	173.4	173.4	207.6	207.6	163.2	163.8	165.7	189.6
15	164.3	164.3	144.2	144.2	153.2	176.2	221.3	221.2	181.1	181.13	185.1	208.4	172.5	172.9	197.1	197.4	161.3	161.5	165.2	189.6
16	165.3	165.3	137.7	137.4	151.2	151.2	217.7	217.6	165.8	260.4	134.5	134.3	170.9	170.7	192	192.8	160.5	126.6	162.9	189.6
17	166.2	166.2	133	133.5	136.8	136.4	226.7	221.6	164.7	260.4	151.1	151.1	170.7	162.2	200.4	200.4	125.7	124.7	163.3	181.7
18	169.5	135.5	148.5	148.5	134.2	134.8	244.7	213.7	171.3	249.3	131.7	131.7	171.2	163.7	203.7	203.7	163.7	134.3	158.1	197.5
19	171.3	171.3	171.8	171.8	163.8	163.7	267.7	213.7	183.6	261.8	173.8	173.8	170.7	163.7	212.3	212.3	207.7	163.3	179.9	197.5
20	173.5	173.5	188.3	199.9	199.1	199.4	285.7	223.1	205.6	245.5	159.7	159.8	170.2	163.7	221.6	221.6	222.8	222.9	222.1	222.7
21	183.9	183.9	189.5	199.9	208.1	215.7	287.5	287.4	200.8	223.2	160.5	210	170.2	170.2	209	204.6	222.4	230.1	230	247.7
22	184.2	184.2	186.1	199.9	226.8	238.2	264.5	264.5	178.2	221.9	159.8	210	170.7	170.2	200.2	200.2	222.2	223.2	230.7	245.5
23	184.2	184.2	191.5	199.9	235.3	240.9	260.1	274.4	170.4	208.1	159.4	223.1	170.1	214.8	208.9	208.9	226.2	230.7	234.1	234.4
24	166.7	166.7	166.6	127.9	218.5	168.2	252.8	260.3	141.9	204.8	156.2	210	168.7	222.4	183.1	183.2	208.3	217.6	221.1	181.7

Note. “Da” means day-ahead and “Re” means real-time.