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Zhengleilei He
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A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process
Z He, KP Tran, S Thomassey, X Zeng, J Xu, C Yi
Computers in Industry 125, 103373, 2021
562021
Multi-objective optimization of the textile manufacturing process using deep-Q-network based multi-agent reinforcement learning
Z He, KP Tran, S Thomassey, X Zeng, J Xu, C Yi
Journal of Manufacturing Systems 62, 939-949, 2022
442022
Modeling of textile manufacturing processes using intelligent techniques: a review
Z He, J Xu, KP Tran, S Thomassey, X Zeng, C Yi
The International Journal of Advanced Manufacturing Technology 116 (1), 39-67, 2021
292021
Effects of color fading ozonation on the color yield of reactive-dyed cotton
Z He, M Li, D Zuo, J Xu, C Yi
Dyes and Pigments 164, 417-427, 2019
252019
Modeling color fading ozonation of reactive-dyed cotton using the Extreme Learning Machine, Support Vector Regression and Random Forest
Z He, KP Tran, S Thomassey, X Zeng, J Xu, Y Changhai
Textile research journal 90 (7-8), 896-908, 2020
242020
Color fading of reactive-dyed cotton using UV-assisted ozonation
ZL He, M Li, DY Zuo, CH Yi
Ozone: Science & Engineering 41 (1), 60-68, 2019
242019
The effect of denim color fading ozonation on yarns
Z He, M Li, D Zuo, C Yi
Ozone: Science & Engineering 40 (5), 377-384, 2018
242018
Production cost optimization of enzyme washing for indigo dyed cotton denim by combining Kriging surrogate with differential evolution algorithm
J Xu, Z He, S Li, W Ke
Textile Research Journal 90 (15-16), 1860-1871, 2020
182020
Data-driven soft sensors of papermaking process and its application to cleaner production with multi-objective optimization
Z He, J Qian, J Li, M Hong, Y Man
Journal of Cleaner Production 372, 133803, 2022
172022
A comparative study of ozonation on aqueous reactive dyes and reactive‐dyed cotton
M Li, Z He, J Xu
Coloration Technology 137 (4), 376-388, 2021
152021
Optimal operation of wind-solar-thermal collaborative power system considering carbon trading and energy storage
Z He, C Liu, Y Wang, X Wang, Y Man
Applied Energy 352, 121993, 2023
82023
Overestimated carbon emission of the pulp and paper industry in China
Y Man, Y Yan, X Wang, J Ren, Q Xiong, Z He
Energy 273, 127279, 2023
72023
Process monitoring and fault prediction of papermaking by learning from imperfect data
Z He, G Chen, M Hong, Q Xiong, X Zeng, Y Man
IEEE Transactions on Automation Science and Engineering, 2023
62023
Cost Optimal Production-Scheduling Model Based on VNS-NSGA-II Hybrid Algorithm—Study on Tissue Paper Mill
H Zhang, J Li, M Hong, Y Man, Z He
Processes 10 (10), 2072, 2022
52022
Cost optimization of sodium hypochlorite bleaching washing for denim by combining ensemble of surrogates with particle swarm optimization
J Xu, F Liu, Z He, Z Zhang, S Li
Journal of Engineered Fibers and Fabrics 16, 15589250211022331, 2021
52021
弹力牛仔的研究现状及发展趋势
何正磊, 田磊, 李婷婷, 易长海
武汉纺织大学学报 28 (3), 28-34, 2015
42015
A deep reinforcement learning based multi-criteria decision support system for textile manufacturing process optimization
Z He, KP Tran, S Thomassey, X Zeng, J Xu, C Haiyi
arXiv preprint arXiv:2012.14794, 2020
32020
Towards low-carbon papermaking wastewater treatment process based on Kriging surrogate predictive model
Z He, M Hong, H Zheng, J Wang, Q Xiong, Y Man
Journal of Cleaner Production 425, 139039, 2023
22023
Decision Support Systems for Textile Manufacturing Process with Machine Learning
Z Lu, Z He, KP Tran, S Thomassey, X Zeng, M Hong
Machine Learning and Probabilistic Graphical Models for Decision Support …, 2022
22022
Multi-objective scheduling in dynamic of household paper workshop considering energy consumption in production process
Z Zhang, X He, Y Man, Z He
12023
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