It takes the average reader 18 hours and 42 minutes to read 23 European Symposium on Computer Aided Process Engineering by Yuan-Jui Liu
Assuming a reading speed of 250 words per minute. Learn more
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 manifolding learning and Gaussian process is proposed in this paper, which extends the utilization of maximum variance unfolding (MVU) to online process monitoring and fault isolation. The proposed method is named as extendable MVU (EMVU), whose effectiveness is verified by the case studies on the benchmark Tennessee Eastman (TE) process.
23 European Symposium on Computer Aided Process Engineering by Yuan-Jui Liu is 1,088 pages long, and a total of 280,704 words.
This makes it 367% the length of the average book. It also has 343% more words than the average book.
The average oral reading speed is 183 words per minute. This means it takes 25 hours and 33 minutes to read 23 European Symposium on Computer Aided Process Engineering aloud.
23 European Symposium on Computer Aided Process Engineering is suitable for students ages 12 and up.
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