The invention discloses a
residual chlorine determination method, and relates to the technical field of monitoring. The method comprises the following steps: immersing a potential type
residual chlorine sensor into a standard
residual chlorine solution, collecting a potential response value, calculating a response coefficient, and correcting a potential
signal of the sensor; denoising the corrected
signal by using a multi-scale
fuzzy entropy algorithm to obtain a processed
signal; color development time, spectral
absorbance and environmental parameter data are collected, the processed signals are combined, and four-dimensional historical data are generated through multi-dimensional quantitative fusion; constructing a four-dimensional residual
chlorine concentration detection model based on the three-dimensional curved surface model, and training the model by using four-dimensional historical data; inputting four-dimensional real-
time data to the trained model, and outputting predicted residual
chlorine concentration; and comparing the predicted value with the actual concentration, directly outputting if the error is smaller than a preset threshold value, fusing real-
time data into a historical data retraining model if the error is larger than the threshold value, and outputting after iterative optimization. According to the invention, the four-dimensional residual
chlorine concentration detection model is constructed, so that the refined determination of the residual chlorine content is realized.