Radial Basis Function Neural Network Application to Measurement and Control of Shunt Reactor Overvoltages Based on Analytical Rules

Table 4

Case 2, some sample testing data and output.

𝑉	L L	S R	𝑉PSB	𝑉RBF	error𝑉	𝑇PSB	𝑇RBF	error𝑇
1.1442	150	70	1.5011	1.5268	1.7135	0.1936	0.1881	2.8214
1.1561	165	45	1.5453	1.5356	0.6281	0.2375	0.2268	4.5184
1.2302	178	30	1.6769	1.6141	3.7428	0.3469	0.3557	2.5369
1.2514	200	30	1.7481	1.7206	1.5746	0.3952	0.3902	1.2657
1.3326	215	23	1.9507	1.9955	2.2974	0.5104	0.5214	2.1624
1.3326	215	17	1.9914	1.9295	3.1108	0.5536	0.5612	1.3751
1.4165	230	17	2.1652	2.2251	2.7659	0.6742	0.6407	4.9752
1.4327	242	10	2.2479	2.2811	1.4782	0.7593	0.7809	2.8395

𝑉: voltage at reactor bus before switching (p.u.), L L: line length (km), S R: shunt reactor capacity (MVAR), error_𝑉: voltage error (%), and error_𝑇: duration time error (%).