Modeling of Turbine-Boiler Coordinated System Based on Online Support Vector Machine
Meihua Li, Changliang Liu
Available Online May 2018.
- https://doi.org/10.2991/amcce-18.2018.49How to use a DOI?
- Modeling, Coordinated System, Online, Support Vector Machine
- The simplified non-linear unit model not only can provide the inherent rules by control system design, but also can be use as a simulation process to evaluate the performance of the control algorithms. Using the nonlinear mapping characteristics of Online Support Vector Machine (Online SVM), the dynamic mathematical models of turbine-boiler coordinated system were established, and the simulation research were conducted. Operation data simulation shows that the model can perfectly reflect the dynamic characteristics of turbine-boiler coordinated system. When a new condition appeared in the process which did not include in the working condition data, the model can take advantage of the new data to realize online update, adding a new support vector, thus has a good reappearance.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Meihua Li AU - Changliang Liu PY - 2018/05 DA - 2018/05 TI - Modeling of Turbine-Boiler Coordinated System Based on Online Support Vector Machine BT - 2018 3rd International Conference on Automation, Mechanical Control and Computational Engineering (AMCCE 2018) PB - Atlantis Press SP - 283 EP - 287 SN - 2352-5401 UR - https://doi.org/10.2991/amcce-18.2018.49 DO - https://doi.org/10.2991/amcce-18.2018.49 ID - Li2018/05 ER -