INHALTE
ASOP
Overview
Title: | Adaptive Self Optimization Process control system |
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Duration: | 01.05.2001 - 28.02.2002 / 01.03.2002 - 31.06.2002 / 01.10.2002 - 30.11.2003 |
Funding: | Powitec GmbH Essen |
Project Partner: | Powitec GmbH Essen |
Project Manager: | Prof. Dr. Horst-Michael Groß, Dr.-Ing. Klaus Debes |
Staff: | Dipl.-Inf. Alexander König, Dr. Volker Stephan |
Description
This project contains the following tasks:
- Further development of our model-based anticipative process control system with respect to the following subtasks:
- Data-mining of visual and conventional process data
- Implementation of appropriate process models using artificial neural networks
- Design, test und fine-tuning of the process evaluation
- Development of simulated demonstrators for process evaluation and control
- Development of tools for data-visualization based on neural clustering algorithms
- Feasibility-analysis for new methods of data-mining to extract control-relevant visual information out of the video-data of a combustion process (ICA and nonlinear PCA)