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

Table 3

Case 1, some sample testing data and output.

𝑉	L L	S R	𝑉PSB	𝑉RBF	error𝑉	𝑇PSB	𝑇RBF	error𝑇
1.1516	158	25	1.5844	1.5501	2.1672	0.2407	0.2486	3.2816
1.1621	170	25	1.6162	1.6044	0.7314	0.2915	0.2878	1.2762
1.2491	194	63	1.7104	1.7697	3.4694	0.4042	0.3851	4.7228
1.2491	194	40	1.7567	1.7339	1.2951	0.4529	0.4637	2.3751
1.3318	210	78	1.8975	1.8060	4.8216	0.5374	0.5522	2.7495
1.3518	226	10	2.0649	2.1235	2.8357	0.6835	0.6601	3.4293
1.4303	235	55	2.2143	2.2524	1.7224	0.7651	0.7529	1.5907
1.4458	245	37	2.3096	2.3296	0.8639	0.9169	0.8906	2.8659

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 (%).