Power plant denitration operation optimization method and system based on numerical simulation and data analysis

The invention discloses a power plant denitration operation optimization method and system based on numerical simulation and data analysis, and the method comprises the steps: collecting the actual operation data of a coal-fired power plant, and carrying out the preprocessing of the actual operation...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: SUN HETAI, ZHU JIEWEN, KONG ZHIWEI, JIN BAOSHENG, ZHOU CHUNLEI, ZHANG YONG, SUN SHUANZHU, ZHANG YOUWEI, LI DOU
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention discloses a power plant denitration operation optimization method and system based on numerical simulation and data analysis, and the method comprises the steps: collecting the actual operation data of a coal-fired power plant, and carrying out the preprocessing of the actual operation data; calculating the relationship between the actual operation data by adopting a grey correlation analysis method, and sorting the obtained grey weighted correlation degrees; establishing a prediction model based on a neural network, taking strongly-associated actual operation data as input, and taking denitration energy consumption and denitration efficiency as output of the prediction model; verifying the prediction model by adopting historical actual operation data of another period of time; when the denitration efficiency and the energy consumption reach the optimal balance point through the artificial bee colony algorithm, finding the optimal value of the adjustable variable in the actual operation data. Ac