The invention discloses an
intelligent control method for a desulfurization and
denitrification integrated device based on multi-sensor data fusion, and relates to the technical field of industrial
flue gas treatment, and the method comprises the following steps: (1) collecting
flue gas parameter data in real time through a
gas concentration sensor, a temperature sensor, a
pressure sensor and a flow velocity sensor of the desulfurization and
denitrification integrated device; according to the
intelligent control method for the desulfurization and
denitrification integrated device based on multi-sensor data fusion, the control precision and the response speed of the desulfurization and denitrification device under complex working conditions are improved through the
collaborative design of dynamic credibility evaluation and the differentiable weight
decision tree. Sensor
noise is separated in real
time based on a multi-
scale space-time convolutional network, an edge-cloud dual
verification mechanism is combined, the
system can complete abnormal data shielding in a short time when
smoke components suddenly change, compared with a traditional method, the
pollutant concentration prediction error is reduced, the generation
delay of an
ammonia spraying amount regulation and control instruction is shortened, and the method is suitable for large-scale popularization and application. And the
system robustness when the sensor fails or the load suddenly changes is ensured.