23 European Symposium On Computer Aided Process Engineering: Nonlinear Process Monitoring By Integrating Manifold Learning With Gaussian Process (Computer Aided Chemical Engineering Book 32)

By Yuan-Jui Liu | DMCA

In order to monitor nonlinear processes, kernel principal component analysis (KPCA) has become a popular technique. Nevertheless, KPCA suffers from two major disadvantages. First, the underlying manifold structure of data is not considered in process modeling. Second, the selection of kernel function and kernel parameters is always problematic. To avoid such deficiencies, an integrating method of ...

File Size: 573 KB
Print Length: 21 pages
Publisher: Elsevier (June 10, 2013)
Publication Date: June 10, 2013
Sold by: Amazon Digital Services LLC
Language: English
ASIN: B019ZTYCGO
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23 European Symposium on Computer Aided Process Engineering: Nonlinear process monitoring by integrating manifold learning with Gaussian process (Computer Aided Chemical Engineering Book 32) pdf
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