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

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Figshare2018-10-30 更新2026-04-29 收录
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https://figshare.com/articles/dataset/Raw_data_and_joint_calculation_data_for_RNN_regression_calculators_of_RAS_tank_DO_soft-sensor/12712505
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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.
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2018-10-30
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