Jianqin Zheng

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Knowledge-Inspired Hierarchical Physics-Informed Neural Network for Pipeline Hydraulic Transient Simulation.
CoRR
Jian Du, Haochong Li, Qi Liao, Jun Shen, Jianqin Zheng, Yongtu Liang
2024 J jnl
A physics-enhanced multi-modal fused neural network for predicting contamination length interval in pipeline.
CoRR
Jian Du, Pengtao Niu, Jianqin Zheng, Qi Liao, Yongtu Liang
2024 J jnl
DeepPipe: A multi-stage knowledge-enhanced physics-informed neural network for hydraulic transient simulation of multi-product pipeline.
J. Ind. Inf. Integr.
Jian Du, Haochong Li, Kaikai Lu, Jun Shen, Qi Liao, Jianqin Zheng, Rui Qiu, Yongtu Liang
2023 J jnl
A theory-guided deep-learning method for predicting power generation of multi-region photovoltaic plants.
Eng. Appl. Artif. Intell.
Jian Du, Jianqin Zheng, Yongtu Liang, Qi Liao, Bohong Wang, Xu Sun, Haoran Zhang, Maher Azaza, Jinyue Yan
2023 J jnl
Review on intelligent pipeline technologies: A life cycle perspective.
Comput. Chem. Eng.
Zhuochao Li, Yongtu Liang, Youyi Liang, Qi Liao, Bohong Wang, Liqiao Huang, Jianqin Zheng, Haoran Zhang
2022 J jnl
Deeppipe: A hybrid model for multi-product pipeline condition recognition based on process and data coupling.
Comput. Chem. Eng.
Chang Wang, Jianqin Zheng, Yongtu Liang, Miao Li, Wencai Chen, Qi Liao, Haoran Zhang
2021 J jnl
Deeppipe: a customized generative model for estimations of liquid pipeline leakage parameters.
Comput. Chem. Eng.
Jianqin Zheng, Yongtu Liang, Ning Xu, Bohong Wang, Taicheng Zheng, Zhengbing Li, Qi Liao, Haoran Zhang
2021 J jnl
PM2.5 Concentration Forecasting over the Central Area of the Yangtze River Delta Based on Deep Learning Considering the Spatial Diffusion Process.
Remote. Sens.
Mingyue Lu, Tengfei Lao, Manzhu Yu, Yadong Zhang, Jianqin Zheng, Yuchen Li
2021 J jnl
Scheduling of a branched multiproduct pipeline system with robust inventory management.
Comput. Ind. Eng.
Zhengbing Li, Yongtu Liang, Qi Liao, Ning Xu, Jianqin Zheng, Haoran Zhang
2020 J jnl
An online real-time estimation tool of leakage parameters for hazardous liquid pipelines.
Int. J. Crit. Infrastructure Prot.
Jianqin Zheng, Yuanhao Dai, Yongtu Liang, Qi Liao, Haoran Zhang
2019 J jnl
Robust Optimization for Emergency Scheduling of Oil Products After Disaster.
IEEE Access
Zhengbing Li, Qi Liao, Haoran Zhang, Yongtu Liang, Jianqin Zheng, Rui Qiu, Xiaodan Shi
2018 J jnl
A methodology to restructure a pipeline system for an oilfield in the mid to late stages of development.
Comput. Chem. Eng.
Bohong Wang, Yongtu Liang, Jianqin Zheng, Tiantian Lei, Meng Yuan, Haoran Zhang