Enhanced Soft Sensor with Qualified Augmented Data Using Centroid Measurement Criterion-Reference-Cited by-同舟云学术

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Enhanced Soft Sensor with Qualified Augmented Data Using Centroid Measurement Criterion

Published:2021-12-10 Issue: Volume: Page:
ISSN:
Container-title:2021 8th International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS)
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Author:

Dai Yun¹,Yu Qing¹,Yang Tao²,Yao Yuan³,Liu Yi¹

Affiliation:

1. Zhejiang University of Technology,Institute of Process Equipment and Control Engineering,Hangzhou,China,310023

2. Northeastern University,State Key Laboratory of Synthetical Automation for Process Industries,Shenyang,China,110819

3. National Tsing Hua University,Department of Chemical Engineering,Hsinchu,Taiwan,30013

Funder

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9721936/9721939/09721987.pdf?arnumber=9721987

Reference20 articles.

1. A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry

2. Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach

3. Principal Component Analysis-Based Ensemble Detector for Incipient Faults in Dynamic Processes

4. A mega-trend-diffusion grey forecasting model for short-term manufacturing demand

5. A Monte Carlo and PSO based virtual sample generation method for enhancing the energy prediction and energy optimization on small data problem: An empirical study of petrochemical industries

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A GAN–SVR Prediction Method of the Metal Tube-Bending Rebound with Small Samples;Journal of Sensors;2023-12-07

2. Gaussian Mixture Model and Double-Weighted Deep Neural Networks for Data Augmentation Soft Sensing;2023 IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS);2023-05-12

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