Faulty mechanical equipment can now be detected before disaster strikes.
The article explores how to use Lyapunov exponents to analyze faults in mechanical equipment. By calculating these exponents, researchers can determine if a system is chaotic and if chaos theory can be applied to study the equipment. The study focused on the vibration signal of a water flooding pump and found that if more than one-third of the Lyapunov exponents are negative, the system is not in a chaotic state.