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Works (41)

A deep learning-based approach for predicting oil production: A case study in the United States

Energy
2024-02 | Journal article
DOI: 10.1016/j.energy.2023.129688
Contributors: Jian Du; Jianqin Zheng; Yongtu Liang; Yunlu Ma; Bohong Wang; Qi Liao; Ning Xu; Arshid Mahmood Ali; Muhammad Imtiaz Rashid; Khurram Shahzad
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A hybrid framework for forecasting power generation of multiple renewable energy sources

Renewable and Sustainable Energy Reviews
2023 | Journal article
DOI: 10.1016/j.rser.2022.113046
EID:

2-s2.0-85141986027

Part of ISSN: 18790690 13640321
Contributors: Zheng, J.; Du, J.; Wang, B.; Klemeš, J.J.; Liao, Q.; Liang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: A hybrid intelligent framework for real-time batch tracking of multi-product pipelines

Chemical Engineering Research and Design
2023 | Journal article
DOI: 10.1016/j.cherd.2022.12.036
EID:

2-s2.0-85147348712

Part of ISSN: 02638762
Contributors: Zheng, J.; Du, J.; Liang, Y.; Wang, B.; Li, M.; Liao, Q.; Xu, N.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: A two-stage physics-informed neural network for predicting mixed oil concentration distribution

Energy
2023-08 | Journal article
DOI: 10.1016/j.energy.2023.127452
Contributors: Jian Du; Jianqin Zheng; Yongtu Liang; Ning Xu; Jiří Jaromír Klemeš; Bohong Wang; Qi Liao; Petar Sabev Varbanov; Khurram Shahzad; Arshid Mahmood Ali
Source: check_circle
Crossref

Deeppipe: Theory-guided prediction method based automatic machine learning for maximum pitting corrosion depth of oil and gas pipeline

Chemical Engineering Science
2023-08 | Journal article
DOI: 10.1016/j.ces.2023.118927
Contributors: Jian Du; Jianqin Zheng; Yongtu Liang; Ning Xu; Qi Liao; Bohong Wang; Haoran Zhang
Source: check_circle
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A theory-guided deep-learning method for predicting power generation of multi-region photovoltaic plants

Engineering Applications of Artificial Intelligence
2023-02 | Journal article
DOI: 10.1016/j.engappai.2022.105647
Contributors: Jian Du; Jianqin Zheng; Yongtu Liang; Qi Liao; Bohong Wang; Xu Sun; Haoran Zhang; Maher Azaza; Jinyue Yan
Source: check_circle
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A knowledge-enhanced graph-based temporal-spatial network for natural gas consumption prediction

Energy
2023-01 | Journal article
DOI: 10.1016/j.energy.2022.125976
Contributors: Jian Du; Jianqin Zheng; Yongtu Liang; Bohong Wang; Jiří Jaromír Klemeš; Xinyi Lu; Renfu Tu; Qi Liao; Ning Xu; Yuheng Xia
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A Hybrid Intelligent Method for Predicting Gasoline Octane Number and Optimising Operation Parameters

Chemical Engineering Transactions
2022 | Journal article
DOI: 10.3303/CET2294194
EID:

2-s2.0-85139473157

Part of ISSN: 22839216
Contributors: Du, J.; Zheng, J.; Liang, Y.; Liao, Q.; Wang, B.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: Theory-guided neural network method for predicting burst pressure of corroded pipelines

Process Safety and Environmental Protection
2022 | Journal article
DOI: 10.1016/j.psep.2022.04.036
EID:

2-s2.0-85130098436

Part of ISSN: 09575820
Contributors: Ma, Y.; Zheng, J.; Liang, Y.; Klemeš, J.J.; Du, J.; Liao, Q.; Lu, H.; Wang, B.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Innovations of carbon-neutral petroleum pipeline: A review

Energy Reports
2022 | Journal article
DOI: 10.1016/j.egyr.2022.09.187
EID:

2-s2.0-85139854750

Part of ISSN: 23524847
Contributors: Liao, Q.; Liang, Y.; Tu, R.; Huang, L.; Zheng, J.; Wang, G.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Pipesharing: economic-environmental benefits from transporting biofuels through multiproduct pipelines

Applied Energy
2022 | Journal article
DOI: 10.1016/j.apenergy.2022.118684
EID:

2-s2.0-85124842391

Part of ISSN: 03062619
Contributors: Li, Z.; Liang, Y.; Ni, W.; Liao, Q.; Xu, N.; Li, L.; Zheng, J.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: An intelligent monitoring framework for operating condition of multi-product pipelines

Energy
2022-12 | Journal article
DOI: 10.1016/j.energy.2022.125325
Contributors: Chang Wang; Jianqin Zheng; Yongtu Liang; Bohong Wang; Jiří Jaromír Klemeš; Zhu Zhu; Qi Liao
Source: check_circle
Crossref
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Deeppipe: A deep-learning method for anomaly detection of multi-product pipelines

Energy
2022-11 | Journal article
DOI: 10.1016/j.energy.2022.125025
Contributors: Jianqin Zheng; Chang Wang; Yongtu Liang; Qi Liao; Zhuochao Li; Bohong Wang
Source: check_circle
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A hybrid deep learning framework for predicting daily natural gas consumption

Energy
2022-10 | Journal article
DOI: 10.1016/j.energy.2022.124689
Contributors: Jian Du; Jianqin Zheng; Yongtu Liang; Xinyi Lu; Jiří Jaromír Klemeš; Petar Sabev Varbanov; Khurram Shahzad; Muhammad Imtiaz Rashid; Arshid Mahmood Ali; Qi Liao et al.
Source: check_circle
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A safety management system for natural gas pipeline in subsidence area of coal mine

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects
2022-09-14 | Journal article
DOI: 10.1080/15567036.2022.2087806
Contributors: Yue Shi; Jianqin Zheng; Chang Wang; Bohong Wang; Wenpeng Guo; Yongtu Liang
Source: check_circle
Crossref
grade
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Weather condition-based hybrid models for multiple air pollutants forecasting and minimisation

Journal of Cleaner Production
2022-06 | Journal article
DOI: 10.1016/j.jclepro.2022.131610
Contributors: Chang Wang; Jianqin Zheng; Jian Du; Guotao Wang; Jiří Jaromír Klemeš; Bohong Wang; Qi Liao; Yongtu Liang
Source: check_circle
Crossref
grade
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Deeppipe: Operating Condition Recognition of Multiproduct Pipeline Based on KPCA-CNN

Journal of Pipeline Systems Engineering and Practice
2022-05 | Journal article
DOI: 10.1061/(ASCE)PS.1949-1204.0000641
Contributors: Chang Wang; Jianqin Zheng; Yongtu Liang; Qi Liao; Bohong Wang; Haoran Zhang
Source: check_circle
Crossref
grade
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Deeppipe: A hybrid model for multi-product pipeline condition recognition based on process and data coupling

Computers & Chemical Engineering
2022-04 | Journal article
DOI: 10.1016/j.compchemeng.2022.107733
Contributors: Chang Wang; Jianqin Zheng; Yongtu Liang; Miao Li; Wencai Chen; Qi Liao; Haoran Zhang
Source: check_circle
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A point prediction method based automatic machine learning for day-ahead power output of multi-region photovoltaic plants

Energy
2021 | Journal article
DOI: 10.1016/j.energy.2021.120026
EID:

2-s2.0-85101248625

Part of ISSN: 03605442
Contributors: Zhao, W.; Zhang, H.; Zheng, J.; Dai, Y.; Huang, L.; Shang, W.; Liang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: a customized generative model for estimations of liquid pipeline leakage parameters

Computers and Chemical Engineering
2021 | Journal article
DOI: 10.1016/j.compchemeng.2021.107290
EID:

2-s2.0-85103234691

Part of ISSN: 00981354
Contributors: Zheng, J.; Liang, Y.; Xu, N.; Wang, B.; Zheng, T.; Li, Z.; Liao, Q.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: A semi-supervised learning for operating condition recognition of multi-product pipelines

Process Safety and Environmental Protection
2021 | Journal article
DOI: 10.1016/j.psep.2021.04.031
EID:

2-s2.0-85105267739

Part of ISSN: 09575820
Contributors: Zheng, J.; Du, J.; Liang, Y.; Liao, Q.; Li, Z.; Zhang, H.; Wu, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Deeppipe: Theory-guided LSTM method for monitoring pressure after multi-product pipeline shutdown

Process Safety and Environmental Protection
2021 | Journal article
DOI: 10.1016/j.psep.2021.09.046
EID:

2-s2.0-85116641647

Part of ISSN: 09575820
Contributors: Zheng, J.; Du, J.; Liang, Y.; Wang, C.; Liao, Q.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Operational optimization of a cyclic gas pipeline network with consideration of thermal hydraulics

Industrial and Engineering Chemistry Research
2021 | Journal article
DOI: 10.1021/acs.iecr.0c04007
EID:

2-s2.0-85101011602

Part of ISSN: 15205045 08885885
Contributors: Zheng, T.; Feng, H.; Wang, B.; Zheng, J.; Liang, Y.; Ma, Y.; Keene, T.; Li, J.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Planning of a flexible refined products transportation network in response to emergencies

Journal of Pipeline Science and Engineering
2021 | Journal article
DOI: 10.1016/j.jpse.2021.12.004
EID:

2-s2.0-85129564844

Part of ISSN: 26671433
Contributors: Wang, B.; Klemeš, J.J.; Yu, X.; Qiu, R.; Zheng, J.; Lin, Y.; Zhu, B.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Scheduling of a branched multiproduct pipeline system with robust inventory management

Computers and Industrial Engineering
2021 | Journal article
DOI: 10.1016/j.cie.2021.107760
EID:

2-s2.0-85118343104

Part of ISSN: 03608352
Contributors: Li, Z.; Liang, Y.; Liao, Q.; Xu, N.; Zheng, J.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

A method of leakage parameters estimation for liquid pipelines based on conditional generative adversarial network

Proceedings of the Biennial International Pipeline Conference, IPC
2020 | Conference paper
DOI: 10.1115/IPC2020-9538
EID:

2-s2.0-85099785805
Contributors: Zheng, J.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

An online real-time estimation tool of leakage parameters for hazardous liquid pipelines

International Journal of Critical Infrastructure Protection
2020 | Journal article
DOI: 10.1016/j.ijcip.2020.100389
EID:

2-s2.0-85096140307

Part of ISSN: 18745482
Contributors: Zheng, J.; Dai, Y.; Liang, Y.; Liao, Q.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

How government policies can make waste cooking oil-to-biodiesel supply chains more efficient and sustainable

Journal of Cleaner Production
2020 | Journal article
DOI: 10.1016/j.jclepro.2020.121494
EID:

2-s2.0-85083317578

Part of ISSN: 09596526
Contributors: Zheng, T.; Wang, B.; Rajaeifar, M.A.; Heidrich, O.; Zheng, J.; Liang, Y.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Optimization design of natural gas pipeline based on a hybrid intelligent algorithm

Advances in Intelligent Systems and Computing
2020 | Book
DOI: 10.1007/978-981-13-9406-5_121
EID:

2-s2.0-85077640740

Part of ISSN: 21945365 21945357
Contributors: Liang, Y.; Zheng, J.; Wang, B.; Zheng, T.; Xu, N.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Time series prediction for output of multi-region solar power plants

Applied Energy
2020 | Journal article
DOI: 10.1016/j.apenergy.2019.114001
EID:

2-s2.0-85073529070

Part of ISSN: 03062619
Contributors: Zheng, J.; Zhang, H.; Dai, Y.; Wang, B.; Zheng, T.; Liao, Q.; Liang, Y.; Zhang, F.; Song, X.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

A two-stage improved genetic algorithm-particle swarm optimization algorithm for optimizing the pressurization scheme of coal bed methane gathering networks

Journal of Cleaner Production
2019 | Journal article
DOI: 10.1016/j.jclepro.2019.04.348
EID:

2-s2.0-85065812749

Part of ISSN: 09596526
Contributors: Zheng, T.; Liang, Y.; Wang, B.; Sun, H.; Zheng, J.; Li, D.; Chen, Y.; Shao, L.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

A voyage with minimal fuel consumption for cruise ships

Journal of Cleaner Production
2019 | Journal article
DOI: 10.1016/j.jclepro.2019.01.032
EID:

2-s2.0-85060336671

Part of ISSN: 09596526
Contributors: Zheng, J.; Zhang, H.; Yin, L.; Liang, Y.; Wang, B.; Li, Z.; Song, X.; Zhang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Mobile phone GPS data in urban bicycle-sharing: Layout optimization and emissions reduction analysis

Applied Energy
2019 | Journal article
DOI: 10.1016/j.apenergy.2019.03.119
EID:

2-s2.0-85062820741

Part of ISSN: 03062619
Contributors: Zhang, H.; Song, X.; Long, Y.; Xia, T.; Fang, K.; Zheng, J.; Huang, D.; Shibasaki, R.; Liang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Monte Carlo optimization for site selection of process facilities in oilfields considering environment

International Petroleum Technology Conference 2019, IPTC 2019
2019 | Conference paper
DOI: 10.2523/19153-ms
EID:

2-s2.0-85085407966
Contributors: Wang, B.; Liao, Q.; Zheng, J.; Yuan, M.; Zhang, H.; Liang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Optimal simplification for the surface process system in oilfields

American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP
2019 | Conference paper
DOI: 10.1115/PVP2019-93028
EID:

2-s2.0-85075831690

Part of ISSN: 0277027X
Contributors: Liang, Y.; Wang, B.; Zheng, J.; Lei, T.; Zhang, X.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Robust Optimization for Emergency Scheduling of Oil Products after Disaster

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2934046
EID:

2-s2.0-85097348374

Part of ISSN: 21693536
Contributors: Li, Z.; Liao, Q.; Zhang, H.; Liang, Y.; Zheng, J.; Qiu, R.; Shi, X.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

A methodology to restructure a pipeline system for an oilfield in the mid to late stages of development

Computers and Chemical Engineering
2018 | Journal article
DOI: 10.1016/j.compchemeng.2018.04.008
EID:

2-s2.0-85045305319

Part of ISSN: 00981354
Contributors: Wang, B.; Liang, Y.; Zheng, J.; Lei, T.; Yuan, M.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

A risk assessment based optimization method for route selection of hazardous liquid railway network

Safety Science
2018 | Journal article
DOI: 10.1016/j.ssci.2018.04.003
EID:

2-s2.0-85045030781

Part of ISSN: 18791042 09257535
Contributors: Zhang, H.; Yuan, M.; Liang, Y.; Wang, B.; Zhang, W.; Zheng, J.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Advances in Study of Natural Gas Demand Prediction,天然气需求量预测研究进展

Shiyou Huagong Gaodeng Xuexiao Xuebao/Journal of Petrochemical Universities
2018 | Journal article
DOI: 10.3969/j.issn.1006-396X.2018.04.001
EID:

2-s2.0-85058117422

Part of ISSN: 1006396X
Contributors: Zheng, J.; Wang, B.; Zhang, H.; Liang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

An MILP model for the reformation of natural gas pipeline networks with hydrogen injection

International Journal of Hydrogen Energy
2018 | Journal article
DOI: 10.1016/j.ijhydene.2018.06.161
EID:

2-s2.0-85050142152

Part of ISSN: 03603199
Contributors: Wang, B.; Liang, Y.; Zheng, J.; Qiu, R.; Yuan, M.; Zhang, H.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

MAAs in bike-sharing: Smart phone GPS data based layout optimization and emission reduction potential analysis

Energy Procedia
2018 | Conference paper
DOI: 10.1016/j.egypro.2018.09.225
EID:

2-s2.0-85058244687

Part of ISSN: 18766102
Contributors: Zhang, H.; Song, X.; Xia, T.; Zheng, J.; Haung, D.; Shibasaki, R.; Yan, Y.; Liang, Y.
Source: Self-asserted source
Jianqin Zheng via Scopus - Elsevier

Peer review (27 reviews for 11 publications/grants)

Review activity for Applied energy (2)
Review activity for Arabian journal of geosciences. (1)
Review activity for Energy. (7)
Review activity for Engineering applications of artificial intelligence. (2)
Review activity for Expert systems with applications. (1)
Review activity for Journal of building engineering. (1)
Review activity for Journal of pipeline systems engineering and practice. (4)
Review activity for Journal of safety and sustainability. (1)
Review activity for Journal of systems architecture. (1)
Review activity for Process safety and environmental protection. (5)
Review activity for Reliability engineering & systems safety. (2)
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