Read Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems

Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems

Tshilidzi Marwala

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Description:Condition Monitoring Using Computational Intelligence Methods promotes the various approaches gathered under the umbrella of computational intelligence to show how condition monitoring can be used to avoid equipment failures and lengthen its useful life, minimize downtime and reduce maintenance costs. The text introduces various signal-processing and pre-processing techniques, wavelets and principal component analysis, for example, together with their uses in condition monitoring and details the development of effective feature extraction techniques classified into frequency-, time-frequency- and time-domain analysis. Data generated by these techniques can then be used for condition classification employing tools such as: * fuzzy systems; rough and neuro-rough sets; neural and Bayesian networks;hidden Markov and Gaussian mixture models; and support vector machines.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems. To get started finding Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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ISBN: 1447123808

Description: Condition Monitoring Using Computational Intelligence Methods promotes the various approaches gathered under the umbrella of computational intelligence to show how condition monitoring can be used to avoid equipment failures and lengthen its useful life, minimize downtime and reduce maintenance costs. The text introduces various signal-processing and pre-processing techniques, wavelets and principal component analysis, for example, together with their uses in condition monitoring and details the development of effective feature extraction techniques classified into frequency-, time-frequency- and time-domain analysis. Data generated by these techniques can then be used for condition classification employing tools such as: * fuzzy systems; rough and neuro-rough sets; neural and Bayesian networks;hidden Markov and Gaussian mixture models; and support vector machines.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems. To get started finding Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems

Condition Monitoring Using Computational Intelligence Methods: Applications in Mechanical and Electrical Systems

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