An Application of ICA to BSS in a Container Gantry Crane Cabin’s Model

The Spectral Kurtosis (SK) enhances non-Gaussian behavior associated to deviations from the nominal operation of the cranes machinery. This fact easies fault detection, with the subsequent prevention of dramatic malfunction. In this paper the rotor of a container gantry crane is monitored to get the kurtosis of its normal operation. Then, two types of rolling bearings faults are modeled, according to the design of the rotors crane. These signals are added to the real normal operation recordings, and processed under an estimator of the SK. The experience allows the conformation of a higher-order statistical fault-pattern data base, without the need of stopping huge machinery, and with the subsequent saving, settling the basis of an automatic surveillance system.

show abstract

An Application of the Spectral Kurtosis to Monitor Container Gantry Cranes’ Machinery

Rosa

Sierra

Illana³

et al. 2009

Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

An Application of ICA to BSS in a Container Gantry Crane Cabin’s Model

Cited by 1 publication

References 7 publications

An Application of the Spectral Kurtosis to Monitor Container Gantry Cranes’ Machinery

An Application of the Spectral Kurtosis to Monitor Container Gantry Cranes’ Machinery

Contact Info

Product

Resources

About