This work proposes a novel approach for the offline development and online implementation of data-driven process monitoring (PM) using topological preservation techniques, specifically self-organizing maps (SOM).
CROM is typically computed on high-dimensional data; however, access to and computations on this full-state data limit the online implementation of CROM for prediction and control.
It is perceived that the online implementation of SAN-FFC for a general bioprocess is practicable.
In fact, Scott oversaw the online implementation of the emulator by volunteers.
An online implementation of our prediction tool is available at http://calpain.org.org
An online implementation of the prediction method presented in this article is available at http://calpain.org.org
A specific problem includes the online implementation of informed consent.
One specific problem involves the online implementation of informed consent.
GeRNAMo would be the algorithm to compare with but there is no online implementation of GeRNAMo available.
The next article in this series (Part 2) will describe the first implementation of data analysis tools, as well as channels for dissemination of results to users through online web services and offline software.
Techniques in the design, analysis, and implementation of data structures.
