%0 Generic
%A Yang, Hao
%D 2018
%T Raw data and joint calculation data for RNN regression calculators of RAS tank DO soft-sensor
%U https://data.4tu.nl/articles/dataset/Raw_data_and_joint_calculation_data_for_RNN_regression_calculators_of_RAS_tank_DO_soft-sensor/12712505/1
%R 10.4121/uuid:aae5c45a-5395-4d1d-a65f-92e912afabb0
%K Dissolved Oxygen (DO)
%K Frequency domain distribution
%K Recirculating aquaculture systems (RAS)
%K Recurrent neural network (RNN)
%K Regression raw sets
%X 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.
%I 4TU.Centre for Research Data