DataSet for TSTFNN

Citation Author(s):
Shiwen
Xie
Central South University
Yongfang
Xie
Central South University
Submitted by:
Shiwen Xie
Last updated:
Wed, 03/30/2022 - 02:30
DOI:
10.21227/1dgx-pd93
Links:
Debutanizer column data source
License:
Creative Commons Attribution
354 Views
Categories:
Artificial Intelligence
Machine Learning
Keywords:
Fuzzy neural network based on two-stage training (TSTFNN), Mackey-Glass time series, Debutanizer column data, rougher flotation industrial process data
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Abstract 

Prediction results of TSTFNN and SCFNN for Mackey-Glass time series

Instructions: 

This DataSet including two benchmark simulation data, including Mackey-Glass time series data and debutanizer column data. The debutanizer column data can be found in  https://www.springer.com/gp/book/9781846284793. Also three experimental datasets are included in this DataSet. They are experiment results for Mackey-Glass, experiment results for debutanizer column, and experiment results for rougher flotation industrial process by our proposed fuzzy neural network based on two-stage training, called TSTFNN. 

Comments

Using this dataset for Prediction of Mackey-Glass Data Using Adaptive Neuro-Fuzzy Inference System

Submitted by Shahab Ahmad on Mon, 03/27/2023 - 05:40

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