## Raw data and joint calculation data for RNN regression calculators of RAS tank DO soft-sensor

dataset

posted on 30.10.2018 by Hao Yang#### dataset

Datasets usually provide raw data for analysis. This raw data often comes in spreadsheet form, but can be any collection of data, on which analysis can be performed.

The raw data contains two types of data, one is the frequency domain distribution of RAS DO influence coefficients of aeration, water flow and feeding; the other one is the joint calculation data of the influence coefficients' RNN regression sub model.
For each influence coefficient, include 4 txt files, the files were real part and imaginary part of frequency domain distribution with condition or without condtion respectively.
The joint calculation data is a 'mat' file of MatLab, 16 variables are included:
AR_IMAG: indicates the imag part of aeration RNN regression calculator sub-model output;
AR_REAL: indicates the real part of aeration RNN regression calculator sub-model output;
FD_IMAG:indicates the imag part of feeding RNN regression calculator sub-model output;
FD_REAL:indicates the real part of feeding RNN regression calculator sub-model output;
WF_IMAG:indicates the imag part of water flow RNN regression calculator sub-model output;
WF_REAL:indicates the real part of water flow RNN regression calculator sub-model output;
DCM_simulation1: indicates the DCM time domain simulation sequences data;
SIMU_AMPLITUDE_AR: The frequency distribution of aeration RNN regression calculator sub-model output.
SIMU_AMPLITUDE_FD:The frequency distribution of feeding RNN regression calculator sub-model output.
SIMU_AMPLITUDE_WF:The frequency distribution of water flow RNN regression calculator sub-model output.
T: The time axis.
monitoring_data: The monitoring data of RAS tank DO.
target: The name of the mat file, for save the variables more conveniently.