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Zhezhe Han

Nanjing Institute of Technology

China

SCHOLARLY PAPERS

7

DOWNLOADS

304

TOTAL CITATIONS

1

Scholarly Papers (7)

1.

Prediction of Heavy-Oil Combustion Emissions with a Semi-Supervised Learning Model Considering Variable Operation Conditions

Number of pages: 28 Posted: 02 Mar 2023
Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology and Nanjing Institute of Technology
Downloads 73 (860,052)

Abstract:

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Emissions prediction, Flame image, Adversarial denoising autoencoder, semi-supervised model, Confidence interval.

2.

Quantitative Evaluation of Substation Battery Abnormal State Through an Adversarial Convolutional Autoencoder

Number of pages: 17 Posted: 12 Jan 2025
Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, affiliation not provided to SSRN and Southeast University
Downloads 55 (1,010,164)
Citation 1

Abstract:

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Substation battery, Abnormal diagnosis, Adversarial convolutional autoencoder, Feature extraction, Quantitative evaluation.

3.

A Hybrid Deep Neural Network Model for Nox Emission Prediction of Heavy Oil-Fired Boiler Flames

Number of pages: 31 Posted: 01 Sep 2022
Nanjing Institute of Technology, Nanjing Institute of Technology, University of Kent and Southeast University
Downloads 48 (1,086,013)

Abstract:

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NOx emission prediction, Oil-fired boiler, Flame image, Adversarial denoising autoencoder, Least support vector regression.

4.

Fire Intensity Quantification Evaluation Through Instance Segmentation and Optimized Convolutional Autoencoder

Number of pages: 17 Posted: 10 Mar 2025
Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, affiliation not provided to SSRN and Nanjing Institute of Technology
Downloads 42 (1,157,785)

Abstract:

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Fire intensity quantification, Instance Segmentation, convolutional autoencoder, Linear Regression, Semi-supervised learning

5.

Grey Wolf Optimized 1DCNN-BiLSTM-AM hybrid model for Lithium-ion Battery State-of-Health Prediction

Number of pages: 17 Posted: 06 Sep 2025
Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology and Nanjing Institute of Technology
Downloads 37 (1,249,711)

Abstract:

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Lithium-ion batteries, State-of-health prediction, Hybrid model, Attention mechanism, Grey wolf optimization.

6.

Quantitative Evaluation of Abnormal State in Substation Batteries Using an Adversarial Convolutional Autoencoder

Number of pages: 17 Posted: 18 Oct 2025
Nanjing Institute of Technology, Nanjing Institute of Technology, Nanjing Institute of Technology, University of Kent and Nanjing Institute of Technology
Downloads 27 (1,385,945)

Abstract:

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Substation battery, Abnormal state evaluation, Adversarial convolutional autoencoder, Deep feature extraction, Quantitative evaluation

7.

Quantitative Evaluation of Combustion Stability in Heavy Oil Boilers using Flame Imaging and Stacked Denoising Autoencoder

Number of pages: 22 Posted: 11 Sep 2025
Nanjing Institute of Technology, Nanjing Institute of Technology, University of Kent and Southeast University
Downloads 22 (1,424,331)

Abstract:

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Flame imaging, Combustion stability, Stability evaluation index, Feature analysis, Stacked denoising autoencoder.