首页|Patent Issued for Failure mode discovery for machine components (USPTO 11954929)
Patent Issued for Failure mode discovery for machine components (USPTO 11954929)
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The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Mechanical components are subject to wear over time. For this reason, both individualmechanical components and machines that i nclude multiple components occasionally fail or require maintenance.Machines te nd to fail in particular ways. For example, when gas turbines fail, the failures tendto divide into erosion and abrasion, foreign object damage, corrosion, and fatigue. However, as machinesand mechanical components increase in complexity, ascertaining the particular ways in which machines andmechanical components ar e most likely to fail can be come difficult, particularly in an industrial setti ng“In an industrial setting, knowledge of the particular ways in which machines an d mechanical componentsare most likely to fail can nevertheless be invaluable. First, by understanding failure modes,machines can be subject to scheduled main tenance to prevent many instances of failure. Second, a deeperunderstanding of failure modes can reduce costs, time, and risks associated with maintenance by a llowingmaintenance personnel to quickly identify and address problems. Third, a clear view of the ways in whichmachines and their components tend to fail can provide information useful for improving the manufacturingof machines and compo nents, for instance by reducing weaknesses or avoiding unnecessary focus on areas unlikely to present problems. Accordingly, improved techniques for identifying machine failure modes inan automated fashion are desired.”
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