Knowledge and Data Management White Papers
What Is Data Mining, and How Is It Useful for Power Plant Optimization?: (And How Is It Different From DOE, CFD, Statistical Modeling)
Overview Data mining methodologies have been widely adopted in various business domains, such as database marketing, credit scoring, fraud detection, to name only a few of the areas where data mining has become an indispensable tool for business success. Increasingly data mining methods are also being applied to industrial process optimization and control. While the general approach is similar regardless of application (finding "Nuggets" of new information in data), some specific methodologies and techniques for optimizing continuous processes, such as boiler performance in a coal-burning power plant, have proven particularly useful for those applications, and superior to existing traditional analytic approaches such as DOE (Design Of Experiments), CFD (Computational Fluid Dynamics), or statistical modeling.
| Publisher | StatSoft | File Format | |
|---|---|---|---|
| Date Published | July 2007 | ||
| Format | White Papers | ||
| Topics | |||
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