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Zhiqiang Geng

beijing university of chemical technology

42H-index
266Paper Count
6.2KCitation Count
Published Papers 137
Publication Date
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Time series decomposition network for long-term series forecasting of non-stationary industrial processes
errJournal of Process Control
IF3.9
err2026-05-01
err0
PREAI
errWang, Yue; Pan, Xin; Geng, Zhiqiang; Hu, Xuan; Han, Yongming
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Trajectory optimization method for grade switching of polypropylene produced by Unipol process
errChemical Engineering Science
IF4.3
err2026-03-10
err0
PREAI
errYongming Han; Yanlong Chen; Xintian Wang; Xingxing Zhang; Yixiao Yang; Zhiqiang Geng
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errSave
Adaptive small-family population-guided swarm intelligence optimization algorithm
errScience China Information Sciences
IF7.6
err2026-02-02
err0
PREAI
errXintian Wang; Yongming Han; Chong Chu; Zhiqiang Geng
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errSave
A dynamically tuned attention-based backpropagation neural network for soft sensing in industrial applications
errExpert Systems with Applications
IF7.5
err2026-01-28
err0
PREAI
errXintian Wang; Ying Liu; Guanyu Shang; Yang Lu; Yongming Han; Jiwei Xu; Zhiqiang Geng
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errSave
Modeling polypropylene production driven by data-mechanism coordination via Aspen Plus integrating the improved LSTM
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2026-01-01
err0
PREAI
errHan, Yongming; Chen, Yanlong; Liu, Lin; Wang, Xintian; Chen, Zhiwei; Fan, Jinzhen; Geng, Zhiqiang
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errSave
Multiple space transfer learning based on maximizing mean variance differences for soft sensor modeling
errExpert Systems with Applications
IF7.5
err2025-12-26
err0
PREAI
errXuan Hu; Siying Zhang; Tianyu Zhang; Yongming Han; Ling Wang; Zhiqiang Geng
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errSave
An Improved Tuna Swarm Optimization Algorithm based XGBOOST Classification Method for Food Risk Evaluation
errSwarm and Evolutionary Computation
IF8.5
err2025-12-03
err0
PREAI
errYongming Han; Fan Yu; Jiaxin Liu; Zhen Zhang; Bo Ma; Ling Wang; Zhiqiang Geng
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errSave
Dynamic memory-enhanced contrastive learning for domain adaptation in sparsely labeled soft sensors
errChemical Engineering Science
IF4.3
err2025-11-28
err0
PREAI
errHao Wu; Hongxue Yang; Yongming Han; Zhiqiang Geng
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Improved neural network automation design method for energy saving and carbon emission reduction of petrochemical production processes
errChinese Journal of Chemical Engineering
IF3.7
err2025-11-26
err0
PREAI
errGuocong Lin; Qingxu Ni; Xuehai Liu; Zhiqiang Geng; Feng Pan; Jun Tian; Yongming Han
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errSave
Modeling methane production prediction for energy optimization via improved long short-term memory network
errComputers & Chemical Engineering
IF3.9
err2025-10-03
err0
PREAI
errYongming Han; Liyuan Feng; Mengzhi Wang; Yue Wang; Min Liu; Xingxing Zhang; Zhiqiang Geng
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errSave
Production prediction and energy saving of complex industrial processes using multiscale variable dynamic interaction information extraction network integrating regressor
errENERGY
IF9.4
err2025-07-01
err0
PREAI
errWang, Yue; Geng, Zhiqiang; Hu, Xuan; Han, Yongming
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Variational masking progressive learning method for multi-rate industrial processes soft sensor
errJournal of Process Control
IF3.9
err2025-06-17
err0
PREAI
errXuan Hu; Peihao Zheng; Hao Wu; Yongming Han; Zhiqiang Geng
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errSave
Time series prediction of anaerobic digestion yield and carbon emissions from food waste based on iTransformer model
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2025-06-01
err0
PREAI
errHan, Yongming; Zeng, Chaokai; Ni, Qingxu; Wang, Junqiang; Chu, Zeyu; Zhang, Xingxing; Geng, Zhiqiang; Tan, Lei; Liu, Yuandong
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errSave
Adaptive search based Grey Wolf optimization algorithm for multi-objective optimization of ethylene cracking furnace (vol 92, 101810, 2025)
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2025-06-01
err0
PREAI
errGeng, Zhiqiang; Kong, Weikang; Wang, Xintian; Wang, Ling; Han, Yongming
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errSave
Microscopic mechanisms and surface properties behind the enhanced flotation of pyrite using ceramic and steel balls
errCOLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
IF5.4
err2025-05-01
err0
PREAI
errTong, Jiaqi; Wu, Caibin; Yuan, Chengfang; Cheng, Yiwei; Xing, Yaowen; Zeng, Guisheng; Zhou, Zhaoyu; Geng, Zhiqiang
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errSave
Adaptive search based Grey Wolf optimization algorithm for multi-objective optimization of ethylene cracking furnace
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2025-02-01
err3
PREAI
errGeng, Zhiqiang; Kong, Weikang; Wang, Xintian; Wang, Ling; Han, Yongming
errShare
errSave
A Self-Attention Mechanism Integrating Adaptive Double Subspace for Fault Detection in Industrial Processes
errieee transactions on cybernetics
IF8.7
err2025-01-01
err0
PREAI
errLi, Tao; Han, Yongming; Wang, Youqing; Geng, Zhiqiang
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errSave
Learning to Detect Industrial Time-Series Anomalies From Imputation Consistency With Sparse Observations
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-01-01
err0
PREAI
errZhen Zhang; Yongming Han; Zhiqiang Geng
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errSave
Twofold Weighted-Based Statistical Feature KECA for Nonlinear Industrial Process Fault Diagnosis
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err1
PREAI
errLi, Tao; Han, Yongming; Hu, Xuan; Ma, Bo; Geng, Zhiqiang
errShare
errSave
Improved Pearson Correlation Coefficient-Based Graph Neural Network for Dynamic Soft Sensor of Polypropylene Industries
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-12-26
err0
PREAI
errHan, Yongming; Liu, Xuehai; Guo, Chong; Wu, Hao; Liu, Min; Geng, Zhiqiang
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errSave

Research Directions

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Co-authors
Cooperation Journals
王
王曦 (Xi Wang)
H-index: 86 · Papers: 958
李蓉蓉 cover
李蓉蓉 (Rongrong Li)
H-index: 74 · Papers: 555
路纲 cover
路纲 (Gang Lü)
H-index: 65 · Papers: 620
王琦 cover
王琦 (Qi Wang)
H-index: 65 · Papers: 1.2K
刘蕾 cover
刘蕾 (Lei Liu)
H-index: 60 · Papers: 431
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