Qi Liao

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimizing large-scale multiproduct pipeline scheduling: a novel hierarchical rolling-horizon framework.
Expert Syst. Appl.
Qi Liao, Renfu Tu, Bin Xu, Mingyue Huang, Jie Li, Zhonghua Zheng, Yongtu Liang
2025 J jnl
Reinforcement Learning (RL) Meets Urban Climate Modeling: Investigating the Efficacy and Impacts of RL-Based HVAC Control.
CoRR
Junjie Yu, John S. Schreck, David John Gagne, Keith W. Oleson, Jie Li, Yongtu Liang, Qi Liao, Mingfei Sun, David O. Topping, Zhonghua Zheng
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
Pipeline pricing and logistics planning in the refined product supply chain based on fair profit distribution.
Comput. Ind. Eng.
Rui Qiu, Qi Liao, Renfu Tu, Yingqi Jiao, An Yang, Zhichao Guo, Yongtu Liang
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
2022 J jnl
Resilience assessment of the downstream oil supply chain considering the inventory strategy in extreme weather events.
Comput. Chem. Eng.
Weilong Ni, Yongtu Liang, Zhengbing Li, Qi Liao, Siya Cai, Bohong Wang, Haoran Zhang, Yi Wang
2022 J jnl
Scheduling-based method for estimating remaining capacity of oil product pipeline under the fair opening.
Comput. Chem. Eng.
Liqiao Huang, Qi Liao, Renfu Tu, Yongtu Liang, Haoran Zhang
2021 J jnl
An effective decomposition algorithm for scheduling branched multiproduct pipelines.
Comput. Chem. Eng.
Yamin Yan, Pedro M. Castro, Qi Liao, Yongtu Liang
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
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
A MILP model for the detailed scheduling of multiproduct pipelines with the hydraulic constraints rigorously considered.
Comput. Chem. Eng.
Xingyuan Zhou, Yongtu Liang, Xin Zhang, Qi Liao, Song Gao, Wan Zhang, Haoran Zhang
2019 J jnl
A Stochastic Linear Programming Method for the Reliable Oil Products Supply Chain System With Hub Disruption.
IEEE Access
Wan Zhang, Zhengbing Li, Qi Liao, Haoran Zhang, Bohong Wang, Shuzhe Huang, Ning Xu, Yongtu Liang
2019 J jnl
New batch-centric model for detailed scheduling and inventory management of mesh pipeline networks.
Comput. Chem. Eng.
Qi Liao, Pedro M. Castro, Yongtu Liang, Haoran Zhang
2019 J jnl
Optimal design and operation for supply chain system of multi-state natural gas under uncertainties of demand and purchase price.
Comput. Ind. Eng.
Haoran Zhang, Yongtu Liang, Qi Liao, Jinyu Chen, Wan Zhang, Yin Long, Chen Qian
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 MILP model based on flowrate database for detailed scheduling of a multi-product pipeline with multiple pump stations.
Comput. Chem. Eng.
Qi Liao, Haoran Zhang, Ning Xu, Yongtu Liang, Junao Wang
2018 J jnl
A novel particle swarm optimization based on prey-predator relationship.
Appl. Soft Comput.
Haoran Zhang, Meng Yuan, Yongtu Liang, Qi Liao
2018 J jnl
A self-learning approach for optimal detailed scheduling of multi-product pipeline.
J. Comput. Appl. Math.
Haoran Zhang, Yongtu Liang, Qi Liao, Shen Yun, Xiaohan Yang