Research on Vibration Fatigue Damage Locations of Offshore Oil and Gas Pipelines Based on the GA-Improved BP Neural Network

Figure 15

Comparison of the simulation and measured normalized frequency change rates (NFCRs): (a) model 2, (b) model 3, and (c) model 4.

(a)

(b)

(c)