Research Article
Dynamic Safety Assessment in Nonlinear Hydropower Generation Systems
Table 3
Training data of the HGS in the load rejection transient process.
| Relative values of variables in HGS (p.u.) | Speed of hydraulic turbine | Pressure of spiral case | Pressure of draft tube | Pressure of surge tank | Safety level |
| 1 | 1.0547 | 0.94 | 0.9948 | Safety | 0.2971 | 0.9867 | 0.8389 | 0.9995 | Safety | 0.2121 | 0.9965 | 0.8052 | 0.9986 | Safety | 0.149 | 0.9942 | 0.8354 | 0.9976 | Safety | 0.1271 | 1.0017 | 0.9234 | 1.0005 | Safety | 0.1065 | 1.0194 | 1.0009 | 1.0033 | Safety | 0.1175 | 1.0397 | 0.9063 | 1.004 | Safety | 0.1 | 1.0192 | 0.9 | 1.0046 | Safety | 1.2282 | 1.075 | 0.9908 | 0.9995 | Tolerable | 1.2913 | 1.1025 | 0.9637 | 1.0059 | Tolerable | 1.3543 | 1.143 | 0.9063 | 1.0113 | Tolerable | 1.2282 | 1.317 | 1.2917 | 0.9998 | Tolerable | 1.1651 | 1.2843 | 1.3692 | 1.004 | Tolerable | 1.1116 | 1.2516 | 1.4265 | 1.0084 | Tolerable | 0.9951 | 1.2111 | 1.43 | 1.0097 | Tolerable | 0.921 | 1.1731 | 1.3827 | 1.0062 | Tolerable | 0.8264 | 1.1329 | 1.3284 | 1.0033 | Tolerable | 0.7524 | 1.1178 | 1.2238 | 0.9989 | Tolerable | 0.6783 | 1.0949 | 1.1226 | 0.9967 | Tolerable | 0.5713 | 1.09 | 1.0784 | 1.0024 | Tolerable | 0.4767 | 1.0773 | 1.0075 | 1.0062 | Tolerable | 0.4136 | 1.0472 | 0.9365 | 1.0052 | Tolerable | 0.3286 | 1.0092 | 0.9063 | 1.0008 | Tolerable | 1.4188 | 1.1708 | 0.8389 | 1.0141 | Unstable | 1.4394 | 1.2464 | 1.021 | 1.0027 | Unstable | 1.4078 | 1.287 | 1.0854 | 0.9963 | Unstable | 1.3653 | 1.317 | 1.1599 | 0.9935 | Unstable | 1.3228 | 1.3625 | 1.2273 | 0.9957 | Unstable | 1.4503 | 1.1859 | 0.8288 | 1.0126 | Risk | 1.4928 | 1.1908 | 0.8052 | 1.0132 | Risk | 1.5024 | 1.1784 | 0.8017 | 1.0139 | Risk | 1.4709 | 1.1656 | 0.8082 | 1.0122 | Risk | 1.4928 | 1.1607 | 0.8862 | 1.0091 | Risk | 1.4613 | 1.2062 | 0.9873 | 1.0065 | Risk |
|
|