The invention relates to the field of intelligent regulation and control, and discloses a factory recirculating
aquaculture intelligent control method and
system fusing multi-
source data. The method comprises the following steps: acquiring environmental
chemical index data and microbial activity
signal data to obtain a comprehensive real-time
monitoring data set; if the dynamic change characteristic of the bacterial
community structure indicates that the conversion rate is lower than a conversion threshold value, analyzing the
coupling influence of an
oxygen supply amount index and a
nutrient solution proportion index to obtain an optimized adjustment parameter set; adjusting the balance between the
nutrient solution dosage index and the buffer agent dosage index, and determining a final regulation and control scheme; according to the stable output value and the adjustment instruction, fusing the dynamic change characteristics of the bacterial
community structure,
processing real-time feedback circulation, and determining a
system stable state index; and updating the
bacterial activity model, judging whether the conversion efficiency reaches a target or not, and obtaining an optimized iteration
signal. The problems that an existing
system is difficult in
interactive analysis, low in regulation and control accuracy, weak in data fusion and unstable in conversion efficiency due to state updating
lag are solved.