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

11.05470.940.9948Safety
0.29710.98670.83890.9995Safety
0.21210.99650.80520.9986Safety
0.1490.99420.83540.9976Safety
0.12711.00170.92341.0005Safety
0.10651.01941.00091.0033Safety
0.11751.03970.90631.004Safety
0.11.01920.91.0046Safety
1.22821.0750.99080.9995Tolerable
1.29131.10250.96371.0059Tolerable
1.35431.1430.90631.0113Tolerable
1.22821.3171.29170.9998Tolerable
1.16511.28431.36921.004Tolerable
1.11161.25161.42651.0084Tolerable
0.99511.21111.431.0097Tolerable
0.9211.17311.38271.0062Tolerable
0.82641.13291.32841.0033Tolerable
0.75241.11781.22380.9989Tolerable
0.67831.09491.12260.9967Tolerable
0.57131.091.07841.0024Tolerable
0.47671.07731.00751.0062Tolerable
0.41361.04720.93651.0052Tolerable
0.32861.00920.90631.0008Tolerable
1.41881.17080.83891.0141Unstable
1.43941.24641.0211.0027Unstable
1.40781.2871.08540.9963Unstable
1.36531.3171.15990.9935Unstable
1.32281.36251.22730.9957Unstable
1.45031.18590.82881.0126Risk
1.49281.19080.80521.0132Risk
1.50241.17840.80171.0139Risk
1.47091.16560.80821.0122Risk
1.49281.16070.88621.0091Risk
1.46131.20620.98731.0065Risk