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Wavelets : Theory and Applications for Manufacturing - Robert X Gao

Wavelets

Theory and Applications for Manufacturing

By: Robert X Gao, Ruqiang Yan

eText | 7 December 2010

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Wavelets: Theory and Applications for Manufacturing presents a systematic description of the fundamentals of wavelet transform and its applications. Given the widespread utilization of rotating machines in modern manufacturing and the increasing need for condition-based, as opposed to fix-interval, intelligent maintenance to minimize machine down time and ensure reliable production, it is of critical importance to advance the science base of signal processing in manufacturing. This volume also deals with condition monitoring and health diagnosis of rotating machine components and systems, such as bearings, spindles, and gearboxes, while also: -Providing a comprehensive survey on wavelets specifically related to problems encountered in manufacturing -Discussing the integration of wavelet transforms with other soft computing techniques such as fuzzy logic, for machine defect and severity classification -Showing how to custom design wavelets for improved performance in signal analysis Focusing on wavelet transform as a tool specifically applied and designed for applications in manufacturing, Wavelets: Theory and Applications for Manufacturing presents material appropriate for both academic researchers and practicing engineers working in the field of manufacturing.

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Non-FictionMathematicsCalculus & Mathematical AnalysisEngineering & TechnologyTechnology in GeneralEngineering in GeneralIndustrial Chemistry & Manufacturing TechnologiesMechanical Engineering & MaterialsProduction & Industrial EngineeringIndustrial Quality ControlElectronics & Communications EngineeringElectronics Engineering
Automatic Control EngineeringRoboticsMechanical EngineeringOther Technologies & Applied SciencesApplied OpticsImaging Systems & TechnologyReliability EngineeringComputing & I.T.Computer ScienceImage ProcessingEnergy Technology & EngineeringElectrical EngineeringSciencePhysicsDigital Signal Processing (DSP)Civil EngineeringBuilding Construction & MaterialsSecurity & Fire Alarm SystemsFire Protection & Safety

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