代表论著
Xu,B., Wang, X*.,Li J,Liu,C. Hierarchical UNet with Re-parameterization Technique for Spatio-temporal Weather Forecasting. Machine Learning
B. Xu, X. Wang, C. Liu, Z. Liu and L. Kang, "Dual-channel spatio-temporal wavelet transform graph neural network for traffic forecasting," 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 2023, pp. 1-8, doi: 10.1109/IJCNN54540.2023.10191900.
Baowen Xu, Xuelei Wang, Zhenjie Liu, and Liwen Kang. 2023. A GAN combined with Graph Contrastive Learning for Traffic Forecasting. In Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things (CNIOT '23). Association for Computing Machinery, New York, NY, USA, 866–873.
Xu, B., Wang, X*., Liu, C.,Li, S., & Li, J. Spatio-Temporal Transformer with Clustering and Dilated Attention for Traffic Prediction, 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC).
Xu, B., Wang, X*., Liu, C. Social-CVAE: Pedestrian Trajectory Prediction using Conditional Variational Auto-Encoder,30th International Conference on Neural Information Processing (ICONIP 2023).
Xu, B., Wang, X*., Liu,C, & Kang,L. Fourier U-shaped network for multivariate time series Forecasting. 2023 IEEE Symposium Series on Computational Intelligence (SSCI 2023) .
王学雷, 康丽雯 . Multi-Objective Bayesian Optimization using Deep Gaussian Processes with Applications to Copper Smelting Optimization . EEE SSCI 2022 , 2022
王瑞华, 王学雷, 杨杰超, 康丽雯 . A Hierarchical Modeling Method for Complex Engineering System with Hybrid Dynamics . IEEE SSCI 2021 , 2021
Yang, Jiechao, Wang, Xuelei, Wang, Ruihua, Wang, Huanjie . Combination of Convolutional Neural Networks and Recurrent Neural Networks for predicting soil properties using Vis-NIR spectroscopy . GEODERMA[J] , 2020 , 380 . http://dx.doi.org/10.1016/j.geoderma.2020.114616.
Liu, Chengbao, Tan, Jie, Wang, Xuelei . A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening . JOURNAL OF INTELLIGENT MANUFACTURING[J] , 2020 , 31(4) : 833-845 . http://dx.doi.org/10.1007/s10845-019-01480-1.
Li, Yaning, Wang, Xuelei, Tan, Jie . Integrated modeling of coking flue gas indices based on mechanism model and improved neural network . TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL[J] , 2019 , 41(1) : 85-96 . http://ir.ia.ac.cn/handle/173211/25293.
Bai, Xiwei, Tan, Jie, Wang, Xuelei, Wang, Lianjing, Liu, Chengbao... . Study on distributed lithium-ion power battery grouping scheme for efficiency and consistency improvement . JOURNAL OF CLEANER PRODUCTION[J] , 2019 , 233 : 429-445 . http://dx.doi.org/10.1016/j.jclepro.2019.05.401.
Li, Yaning, Wang, Xuelei, Liu, Zhenjie, Bai, Xiwei, Tan, Jie . A data-based optimal setting method for the coking flue gas denitration process . CANADIAN JOURNAL OF CHEMICAL ENGINEERING[J] , 2019 , 97(4) : 876-887 . http://ir.ia.ac.cn/handle/173211/24966.
王学雷 . Oversampling for Imbalanced Time Series Classification Based on Generative Adversarial Networks . 2018 IEEE 4th International Conference on Computer and Communications (ICCC) , 2018
王学雷 . Discharge Voltage Time Series Classification of Lithium-ion Cells Based on Deep Neural Networks . 2018 IEEE 4th International Conference on Computer and Communications (ICCC) , 2018
Liu, Chengbao, Tan, Jie, Shi, Heyuan, Wang, Xuelei . Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data . IEEE ACCESS[J] , 2018 , 6(6) : 59001-59014 .
Bai Xiwei, Wang Xuelei, Tan Jie, Sun Wei, Zhang Zhiyong, Zhang Zhonghao, IEEE . Improved Weighted PLS for Quality-Relevant Fault Monitoring Based on Inner Matrix Similarity . 2018 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM) , 2018 : 194-200
谭杰, 李亚宁, 王学雷 . 基于PCR-多案例融合的焦化烟气脱硝过程指标优化设定 . 化工学报[J] , 2018 , 69(3) : 998-1007 . http://lib.cqvip.com/Qikan/Article/Detail?id=7000462192.
王学雷 . Battery Grouping Based on Dynamic Gaussian Mixture Model . 2018 IEEE 4th International Conference on Computer and Communications (ICCC) , 2018
李亚宁, 王学雷, 谭杰, 刘承宝, 白熹微 . 焦化换向过程烟气脱硝扰动建模与前馈控制 . 化工学报[J] , 2017 , 68(8) : 3168-3176 .
吴小平, 王学雷, 宋云华 . 一种焦炉烟气湿式脱硫脱硝工艺及其工业应用 . 燃料与化工[J] , 2016 , 47(5) : 31-33 .
专利成果
王学雷, 杨杰超, 王瑞华 . 成分识别方法、装置、电子设备和存储介质 . CN : CN113903407A
王学雷 . 有色金属冶炼产供销一体优化系统、方法、装置 . CN : CN112200489A
王学雷, 李亚宁, 谭杰 . 焦化烟气脱硫脱硝一体化设备集中管控系统 . CN : CN106647259B
王学雷, 刘承宝, 谭杰 . 基于大数据分析的电池分选方法及系统 . CN : CN109604192A
王学雷 . 电池配组方法 . CN : CN109361007A
王学雷, 刘振杰 . 广域网分布式实时数据采集与管理系统 . CN : CN207976762U
王学雷, 李亚宁, 谭杰 . 焦炉烟道气强制氧化脱硝过程的节能控制方法及装置 . CN : CN107158903A
王学雷, 李亚宁, 谭杰 . 焦化烟气脱硫脱销一体化设备集中管控系统 . CN : CN106647259A
王学雷, 李亚宁, 谭杰 . 焦化废气脱硫过程优化控制方法 . CN : CN106569517A
王学雷, 李亚宁, 谭杰 . 优化焦化烟气脱硫脱硝过程中臭氧运行的系统及方法 . CN : CN106557027A
王学雷, 李亚宁, 谭杰 . 炼焦烟气中氮氧化物浓度预测方法及预测系统 . CN : CN106503380A
王学雷, 吴小平 . 多变量控制的烟气脱硫脱硝一体化设备 . CN : CN205323522U
王学雷 . 焦炉炼焦生产自动加热方法 . CN : CN1635050A