Abstract
To facilitate data-driven tuning of kalman filter, we propose a control-oriented greybox noise structure of multi-stage spray dryers. In the first step, we derive the noise structure by a combination of physical arguments, experimental data and control-oriented considerations. In the second step, we evaluate the proposed noise structure by comparison to a benchmark noise structure used in the industry. The comparison is based on experimental data from a pilot plant. The evaluations show that the proposed noise structure gives a difference only in noise-performance trade-offs. Hence the proposed noise structure is suitable to be used in closed loop control of multi-stage spray dryers.
| Original language | English |
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| Title of host publication | Proceedings of 2019 Ieee Conference on Control Technology and Applications |
| Number of pages | 7 |
| Publisher | IEEE |
| Publication date | 2019 |
| Pages | 1036-1042 |
| DOIs | |
| Publication status | Published - 2019 |
| Event | 2019 IEEE Conference on Control Technology and Applications - City University of Hong Kong, Hong Kong, China Duration: 19 Aug 2019 → 21 Aug 2019 Conference number: 3 https://ccta2019.ieeecss.org/ |
Conference
| Conference | 2019 IEEE Conference on Control Technology and Applications |
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| Number | 3 |
| Location | City University of Hong Kong |
| Country/Territory | China |
| City | Hong Kong |
| Period | 19/08/2019 → 21/08/2019 |
| Sponsor | City University of Hong Kong, Hong Kong Automatic Control Association, IEEE |
| Internet address |