年份 | 论文标题 | 作者 | 期刊/会议 |
2025 | Multiscale Spatio-Temporal Information Cascade Single-Object Visual Tracker | Xiaoyu Ni, Liang Yuan*, Yongming Han* | IEEE Transactions on Instrumentation and Measurement |
2025 | Production prediction and energy saving of complex industrial processes using multiscale variable dynamic interaction information extraction network integrating regressor | Yue Wang, Zhiqiang Geng*, Xuan Hu*, Yongming Han* | Energy |
2025 | Time series prediction of anaerobic digestion yield and carbon emissions from food waste based on iTransformer model | Yongming Han*, Chaokai Zeng, Qingxu Ni, Junqiang Wang, Zeyu Chu, Xingxing Zhang, Zhiqiang Geng*, Lei Tan, Yuandong Liu | Chemical Engineering Journal |
2025 | Impact of the national economy and air pollutant emissions on Chinese energy mix: Evidence from an SBMDEA-TOPSIS model | Yongming Han*, Wenjie Ji, Lin Liu, Lian Cao*, Weiying Ping* | Energy |
2025 | Long-Term Series Forecasting for Industrial Processes based on Multiscale Hybrid Decomposition Feature Extraction Network | Yue Wang, Yongming Han*, Xuan Hu*, Zhiqiang Geng* | IEEE Transactions on Industrial Informatics |
2025 | Power generation efficiency and resources saving of the hydropower industry using the extended data based convolutional neural network | Jiajun Huang#, Peihao Zheng#, Xuan Hu, Wei Chen, Zhiqiang Geng*, Chong Chu, Yongming Han* | Renewable Energy |
2025 | A Time Series Self-Supervised Contrastive Pre-Training Method with Data Augmentation using Discrepancy of Reconstruction Information Loss | Zhen Zhang, Yongming Han*, Bo Ma, Zhiqiang Geng* | IEEE Transactions on Instrumentation and Measurement |
2025 | Cross-Domain Acoustic Diagnosis Method of Rotating Machinery Based on Vibration and Acoustic Migration | Peng Wu, Gongye Yu, Yongming Han*, Bo Ma* | IEEE Transactions on Reliability |
2025 | Improved convolution neural network integrating attention based deep sparse auto encoder for network intrusion detection | Geng Zhiqiang, Li, Xueming; Ma Bo*; Han, Yongming* | Applied Intelligence |
2025 | FsPN: Blind Image Quality Assessment Based on Feature-Selected Pyramid Network | Long Tang, Yongming Han*, Liang Yuan*, Guangtao Zhai | IEEE Signal Processing Letters |
2025 | Adaptive search based Grey Wolf optimization algorithm for multi-objective optimization of ethylene cracking furnace | Zhiqiang Geng#, Weikang Kong, Xintian Wang, Ling Wang*, Yongming Han#,* | Swarm and Evolutionary Computation |
2025 | A Self-Attention Mechanism Integrating Adaptive Double Subspace for Fault Detection in Industrial Processes | Tao Li, Yongming Han*, Youqing Wang*, Zhiqiang Geng* | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
2025 | Twofold Weighted-Based Statistical Feature KECA for Nonlinear Industrial Process Fault Diagnosis | Tao Li, Yongming Han*, Xuan Hu, Bo Ma, Zhiqiang Geng* | IEEE Transactions on Automation Science and Engineering |
2025 | Improved Pearson correlation coefficient based graph neural network for dynamic soft sensor of polypropylene industries | Yongming Han, Xuehai Liu, Chong Guo, Hao Wu, Min Liu* and Zhiqiang Geng* | Industrial & Engineering Chemistry Research |
2024 | Production capacity prediction based response conditions optimization of straw reforming using attention-enhanced convolutional LSTM integrating data expansion | Yongming Han, Zhiyi Li, Tingting Wei, Xiaoyu Zuo*, Min Liu*, Bo Ma, Zhiqiang Geng* | Applied Energy |
2024 | Improved dragonfly optimization algorithm based on quantum behavior for multi-objective optimization of ethylene cracking furnace | Xiantian Wang, Zhiqiang Geng, Liangchao Chen, Yongming Han* | Swarm and evolutionary computation |
2024 | Novel kinetic modeling strategy for industrial-scale UNIPOL polypropylene with Ziegler-Natta catalyst | Zhiwei Chen, Yongming Han*, Zhiqiang Geng* | Chemical Engineering Journal |
2024 | Load prediction of integrated energy systems for energy saving and carbon emission based on novel multi-scale fusion convolutional neural network | Zhiwei Chen#, Weicheng Zhao#, Xiaoyong Lin, Yongming Han*, Xuan Hu**, Kui Yuan, Zhiqiang Geng* | Energy |
2024 | Biogas production prediction model of food waste anaerobic digestion for energy optimization using mixup data augmentation-based global attention mechanism | Zhiqiang Geng, Xinwei Shi, Bo Ma. Chong Chu, Yongming Han* | Environmental Science and Pollution Research |
2023 | Editorial: Energy efficiency analysis and intelligent optimization of process industry | Yongming Han*, Peng Wu, Zhiqiang Geng*, Xingxing Zhang, Xiang Zhang | Frontiers in Energy Research |
2024 | Novel Long Short-Term Memory model based on the attention mechanism for the leakage detection of water supply processes | Yongming Han, Zhiyi Li, Xuan Hu*, Youqing Wang,*, Zhiqiang Geng* | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
2024 | Graph Structure Change-Based Anomaly Detection in Multivariate Time Series of Industrial Processes | Zhen Zhang, Yongming Han*， Zhiqiang Geng* | IEEE Transactions on Industrial Informatics |
2024 | Economy and carbon emissions optimization of different provinces or regions in China using an improved temporal attention mechanism based on gate recurrent unit | Lian Cao#, Yongming Han#, Mingfei Feng, Zhiqiang Geng*, Yi Lu, Liangchao Chen, Weiying Ping, Tao Xia*, Shaobo Li* | Journal of Cleaner Production |
2024 | Noise adaptive filtering model integrating spatio-temporal feature for soft sensor | Xuan Hu, Tianyu Zhang, Zhiqiang Geng*, Yongming Han* | Expert Systems With Applications |
2024 | Novel spatiotemporal graph attention model for production prediction and energy structure optimization of propylene production processes | Xiaoyong Lin, Zihui Li, Yongming Han*, Zhiwei Chen, Zhiqiang Geng | Computers and Chemical Engineering |
2024 | Multiscale variational autoencoder regressor for production prediction and energy saving of industrial processes | Yongming Han, Yue Wang, Zhiwei Chen, Yi Lu, Xuan Hu*, Liangchao Chen, Zhiqiang Geng* | Chemical Engineering Science |
2024 | Economy and carbon dioxide emissions effects of energy structures in China: Evidence based on a novel AHP-SBMDEA model | Yongming Han, Lian Cao, Qing Guo, Zhiqiang Geng*, Weiyang Yang, Jinzhen Fan, Min Liu* | Energy |
2024 | Intelligent Small Sample Defect Detection of Concrete Surface Using Novel Deep Learning Integrating Improved YOLOv5 | Yongming Han, Lei Wang, Youqing Wang*; Zhiqiang Geng* | IEEE-CAA Journal of Automatica Sinica |
2023 | Temporal Chain Network With Intuitive Attention Mechanism for Long-Term Series Forecasting | Zhen Zhang, Yongming Han*, Bo Ma, Min Liu*, Zhiqiang Geng* | IEEE Transactions on Instrumentation and Measurement |
2023 | Production prediction modeling of food waste anaerobic digestion for resources saving based on SMOTE-LSTM | Yongming Han, Zilan Du, Xuan Hu*, Yeqing Li, Di Cai, Jinzhen Fan, Zhiqiang Geng* | Applied Energy |
2023 | Novel complex-valued long short-term memory network integrating variational mode decomposition for soft sensor | Xuan Hu, Qianqian Yu, Yongming Han*, Zhiwei Chen, Zhiqiang Geng* | Journal of Process Control |
2023 | A Novel Wrapped Feature Selection Framework for Developing Power System Intrusion Detection Based on Machine Learning Methods | Yongming Han, Yue Wang, Yuan Cao, Zhiqiang Geng*, Qunxiong Zhu* | IEEE Transactions on Systems, Man, and Cybernetics: Systems |
2023 | Novel IAPSO-LSTM neural network for risk analysis and early warning of food safety | Zhiqiang Geng, Xintian Wang, Yuangang Jiang, Yongming Han*, Bo Ma, Chong Chu | Expert Systems With Applications |
2023 | Robust Low-Rank Clustering Contrastive Learning Integrating Transformer for Noisy Industrial Soft Sensors | Hao. Wu, Yongming. Han*, Min Liu* and Zhiqiang. Geng* | IEEE Transactions on Instrumentation and Measurement |
2023 | Novel adaptive fault detection method based on kernel entropy component analysis integrating moving window of dissimilarity for nonlinear dynamic processes | Tao Li, Yongming Han∗, Wenxing Xu, Zhiqiang Geng* | Journal of Process Control |
2023 | Novel risk assessment model of food quality and safety considering physical-chemical and pollutant indexes based on coefficient of variance integrating entropy weight | Yongming Han, Jiaxin Liu, Jiatong Li, Zhiying Jiang*, Bo Ma*, Chong Chu, Zhiqiang Geng* | Science of the Total Environment |
2023 | Novel Feature-Disentangled Autoencoder integrating Residual Network for Industrial Soft Sensor | Hao Wu, Yongming Han*, Qunxiong Zhu, Zhiqiang Geng* | IEEE Transactions on Industrial Informatics |
2023 | Novel Production prediction model of gasoline production processes for energy saving and economic increasing based on AM-GRU integrating the UMAP algorithm | Jintao Liu, Liangchao Chen, Wei Xu, Mingfei Feng, Yongming Han*, Tao Xia*, Zhiqiang Geng* | Energy |
2022 | Novel risk prediction model for food safety based on random forest integrating virtual sample | Zhiqiang Geng, Xiaoyan Duan, Jiatong Li, Chong Chu, Yongming Han* | Engineering Applications of Artificial Intelligence |
2022 | Novel blockchain transaction provenance model with graph attention mechanism | Zhiqiang Geng, Yuan Cao, Jun Li, Yongming Han* | Expert Systems with Applications |
2022 | Novel target attention convolutional neural network for relation Classification | Zhiqiang Geng, Jun Li, Yongming Han*, Yanhui Zhang | Information Sciences |
2023 | Novel economy and carbon emissions prediction model of different countries or regions in the world for energy optimization using improved residual neural network | Yongming Han, Lian Cao, Zhiqiang Geng*, Weiying Ping, Xiaoyu Zuo, Jinzhen Fan, Jing Wan*, Gang Lu* | Science of The Total Environment |
2022 | Understanding of the interrelationship between methane production and microorganisms in high-solid anaerobic co-digestion using microbial analysis and machine learning | Zhanjiang Pei, Shujun Liu, Zhangmu Jing, Yi Zhang, Jingtian Wang, Jie Liu, Yajing Wang, Wenyang Guo, Yeqing Li, Lu Feng, Hongjun Zhou, Guihua Li, Yongming Han*, Di Liu*, Junting Pan* | Journal of Cleaner Production |
2022 | Synergistic effect of combined hydrothermal carbonization of Fenton's reagent and biomass enhances the adsorption and combustion characteristics of sludge towards eco-friendly and efficient sludge treatment | Yeqing Li, Xingru Yang, Mingyu Zhu, Liming Dong*, Hao Jiang, Quan Xu, Hongjun Zhou, Yongming Han*, Lu Feng, Chengfei Li* | Science of The Total Environment |
2023 | Novel long short-term memory neural network considering virtual data generation for production prediction and energy structure optimization of ethylene production processes | Yongming Han, Zilan Du, Zhiqiang Geng*, Jinzhen Fan, Youqing Wang* | Chemical Engineering Science |
2023 | A novel pedal musculoskeletal response based on differential spatio-temporal LSTM for human activity recognition | Hao Wu#, Zhichao Zhang, Xiaoyong Li, Kai Shang, Yongming, Han*, Zhiqiang Geng*, Tingrui Pan* | Knowledge-Based Systems |
2023 | Intelligent Small Sample Defect Detection of Water Walls in Power Plants Using Novel Deep Learning Integrating Deep Convolutional GAN | Zhiqiang Geng, Chunjing Shi, Yongming Han* | IEEE Transactions on Industrial Informatics |
2023 | Few-shot Fault Diagnosis method of Rotating Machinery Using Novel MCGM Based CNN | Gongye Yu, Peng Wu, Zhe Lv, Jijie Hou, Bo Ma*, Yongming Han* | IEEE Transactions on Industrial Informatics |