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Huaichun Zhou

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

7

DOWNLOADS

298

TOTAL CITATIONS

8

Scholarly Papers (7)

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1.

Boilernet: Deep Reinforcement Learning-Based Combustion Optimization Network for Pulverized Coal Boiler

Number of pages: 39 Posted: 13 Dec 2024
Zhi Wang, Yongbo Yin, Guojia Yao, Kuangyu Li, Yang Liu, Xuanqi Liu, zhenhao Tang, Fan Zhang, xianyong Peng, Jinxing Lin, Hang Zhu and Huaichun Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, Northeast Electric Power University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northeast Electric Power University, Hong Kong University of Science & Technology (HKUST), affiliation not provided to SSRN, Nanjing University of Posts and Telecommunications, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 89 (747,755)
Citation 8

Abstract:

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Energy Systems, Coal-fired boiler, Combustion optimization, Deep learning, Reinforcement learning, BoilerNet

2.

A Study on the Application of an Image Correction Method in Piv Velocity Measurement in Round Pipes

Number of pages: 16 Posted: 05 Feb 2023
Chaoshuai Chen, Bo Yu, Liwei Zhang, Wenjie Huang, Huaichun Zhou and Zheng Chen
Henan University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (809,932)

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particle image velocimetry, Round-pipe flow, Image correction, Distortion image

3.

A Predictive Model with Time-Varying Delays Employing Channel Equalization Convolutional Neural Network for Nox Emissions in Flexible Power Generation

Number of pages: 34 Posted: 13 May 2023
Zhi Wang, Huaichun Zhou, Xianyong Peng, Shengxian Cao, zhenhao Tang, Kuangyu Li, Siyuan Fan, Wenyuan Xue, Guojia Yao and Shiming Xu
Northeast Electric Power University, affiliation not provided to SSRN, affiliation not provided to SSRN, Northeast Electric Power University, Northeast Electric Power University, affiliation not provided to SSRN, Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University and affiliation not provided to SSRN
Downloads 37 (1,222,651)

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Lightweight convolutional neural network, NOx emissions, Random Forest, Maximal Information Coefficient, Deep learning, Down-fired boiler

4.

Insights into Interaction Mechanism of Plasma, Catalysis and Thermal Processes During Toluene Oxidation in a Packed Dbd Plasma Reactor

Number of pages: 61 Posted: 03 Mar 2025
Bingxin Zhu, Yumin Chen, Longkun Sun, Xiaoqi Du, Chengjing Shi, Yongheng Dong, Yanyan Ren, Xinyu Wang, Yang Liu and Huaichun Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,249,711)

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Toluene oxidation, hetero-homogeneous reactions, non-thermal plasma, kinetic model, plasma/surface/radical interactions

5.

Prediction of Nox Emission from a 600 Mw Coal-Fired Boiler with Deep Learning: Plant Data Learned by Gini Index and Lightweight Convolutional Neural Network

Number of pages: 52 Posted: 13 May 2025
Zhi Wang, Delin Tao, Haoyu Zhang, Ziheng Hong, Xiangyu Chen, Yongbo Yin, Chen Han, xianyong Peng and Huaichun Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 33 (1,277,121)

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Coal-fired boiler, NOx emissions, Data-driven, Deep learning, Feature evaluation

6.

Reconstruction Technology for 3-D Temperature and Soot Volume Fraction Distribution of Coflow Laminar Diffusion Flame with High Robustness

Number of pages: 13 Posted: 18 Jul 2025
Kuangyu Li, Hao Yang, Li Ding, Hang Zhu, Wen Sheng, Zhi Wang, Yang Liu, Han Guo and Huaichun Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 14 (1,509,872)

Abstract:

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Telecentric imaging, Combustion diagnostics, 3-D temperature distribution, Soot volume fraction, Diffusion flame.

7.

Dynamic Modeling of Exhaust Emission from a 600mw Once-Through Reheat Down-Fired Boiler

Number of pages: 21 Posted: 08 Aug 2025
Chen Han, Yongbo Yin, Lianhong Yang, Delin Tao, Xianyong Peng, Shengxian Cao, Siyuan Fan, Huaichun Zhou and Zhi Wang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northeast Electric Power University, Tsinghua University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 10 (1,541,665)

Abstract:

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NOx emission, Down-fired boiler, Informer, t-SNE, Deep learning