Personal information

Biography

Dr Weiqi Hua is an Assistant Professor with the Department of Electronic, Electrical and Systems Engineering at the University of Birmingham (U.K.) since 2023. He took postdoctoral positions at the University of Oxford (U.K.) and Cardiff University (U.K.). He received his Ph.D. degree from the University of Durham (U.K.) in 2020, co-funded by Hyundai Motor Company and Durham Research Doctoral Scholarship. He was the visiting researcher to the Hellenic Telecommunications Organisation (OTE), Greece in 2019, and visiting researcher to the Chinese Academy of Sciences, China in 2018 and 2019. He is the founder of Energy Digits. In 2023, Dr Hua earned a distinguished spot on the Forbes 100 Outstanding Chinese list, an accolade that acknowledges his contributions to research and knowledge transfer in the fields of energy and low-carbon futures. He has edited a book with CRC press: ‘Blockchain and Artificial Intelligence Technologies for Smart Energy Systems’, and published a chapter for IntechOpen book: ‘Microgrids and Local Energy Systems’.

Dr Hua is an Editorial Board Member of Applied Energy, and Editorial Board Member of Oxford Open Energy. He served as the Lead Guest Editor for the Special Issue on the topic of Blockchain based local energy market in IET Smart Grid, Guest Editor for the Special Issue on the topic of digitalisation of energy systems in Oxford Open Energy, Guest Editor for the Special Issue on the topic of market design for low-carbon multi-energy system in Frontiers in Energy Research, and Guest Editor for the Special Issue on the topic of energy-water nexus in Water.

Dr Hua has been appointed as the regional chair for The 8th International Conference on Power and Renewable Energy, sessional chair for CEN2023 Applied Energy Symposium, 2023 International Conference on Resource Sustainability, IEEE SmartGridComm 2018, and IEEE International Smart Cities Conference 2017. He was a technical program committee (TPC) member for IEEE SmartGridComm 2020, IEEE International Smart Cities Conference 2021, and IEEE SmartGridComm 2023. Dr Hua has served as a member of the equity, diversity, and inclusion (EDI) Committee, the Athena Swan SAT working group, and Representor of the Publicity Committee at the University of Birmingham

Dr Hua has undertaken research projects collaborating with academia and industries, including: i) “Clean Heat Streets”, BEIS Heat Pump Ready. ii) “Analytical Middleware for Informed Distribution Networks (AMIDiNe)”, EPSRC. iii) “Maximising Flexibility through Multi-Scale Integration of Energy System (MISSION)”, EPSRC. iv) “Integrated Heating and Cooling Networks with Heat-Sharing-Enabled Smart Prosumers”, EPSRC. v) “Virtual Power Plant for Interoperable and Smart Islands (VPP4ISLANDS)”, European Commission - Horizon 2020. vi) “Distributed Leger Technology-Enabled Distribution Network Operation (DeDSO)”, UK Network Innovation Allowance. vii) “Solid Wall Insulation Innovation”, ERDF and Durham County Council. viii) “Testing and Evaluating Sophisticated Information and Communication Technologies for Enabling a Smarter Grid (TESTBED)”, MSCA-RISE-2016.

Dr Hua's research interests include: i) energy system modelling and optimisation; ii) renewable energy integration; iii) digitalisation, digital twin, and machine learning for energy system analytics; iv) Local energy markets and peer-to-peer energy trading.

Activities

Employment (4)

The University of Birmingham: Birmingham, GB

Employment
Source: check_circle
University of Birmingham

University of Birmingham: Birmingham, GB

2023-04-04 to present | Assistant Professor (Department of Electronic, Electrical and Systems Engineering)
Employment
Source: Self-asserted source
Weiqi Hua

Oxford University: Oxford, GB

2021-10-11 to present | Postdoc Researcher (Department of Engineering Science)
Employment
Source: Self-asserted source
Weiqi Hua

Cardiff University Cardiff School of Engineering: Cardiff, Cardiff, GB

2020-11-01 to 2021-10-08 | Postdoc Researcher (Department of Electrical and Electronic Engineering)
Employment
Source: Self-asserted source
Weiqi Hua

Education and qualifications (1)

Durham University: Durham, Durham, GB

2017-02-01 to 2020-10-08 | PhD (Department of Engineering)
Qualification
Source: Self-asserted source
Weiqi Hua

Works (39)

Digitalization opportunities to enable local power system transition to net-zero

Energy for Sustainable Development
2025-02 | Journal article | Author
SOURCE-WORK-ID:

ef51081d-559e-4344-9b6e-edc0ad244b9e

EID:

2-s2.0-85210382395

Contributors: Elnaz Azizi; Weiqi Hua; Bruce Stephen; David C.H. Wallom; Malcolm McCulloch
Source: check_circle
University of Birmingham

Written Evidence (COM0049) to the UK Parliament on Unlocking Community Energy at Scale

2025-01 | Other | Author
SOURCE-WORK-ID:

5a00446f-66e4-4e30-90be-71a239f94b62

Contributors: Weiqi Hua
Source: check_circle
University of Birmingham

Sensitivity analysis of distributed photovoltaic system capacity estimation based on artificial neural network

Sustainable Energy, Grids and Networks
2024-09 | Journal article
Contributors: Lingxi Tang; Masaō Ashtine; Weiqi Hua; David C.H. Wallom
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A coordinated operation method of wind-PV-hydrogen-storage multi-agent energy system

Global Energy Interconnection
2024-08-30 | Journal article | Author
SOURCE-WORK-ID:

33914bf1-544c-464b-a75d-4de447da4673

EID:

2-s2.0-85202526573

Contributors: Tengfei Ma; Wei Pei; Yanhong Yang; Hao Xiao; Chenghong Tang; Weiqi Hua
Source: check_circle
University of Birmingham

Integrating Artificial Intelligence into Electric Vehicle Energy Systems

Artificial Intelligence for Knowledge Management, Energy and Sustainability
2024-06-30 | Conference paper | Author
SOURCE-WORK-ID:

4c1771f4-c429-42a2-8a7a-f6250d07da12

EID:

2-s2.0-85196800756

Part of ISBN: 9783031610691
Part of ISBN: 9783031610684
Part of ISBN: 9783031610714
Contributors: Weiqi Hua; Daniel Mullen; Abdul Wahid; Khadija Sitabkhan; Karl Mason
Source: check_circle
University of Birmingham

Blockchain-enabled renewable energy certificate trading

Energy
2024-03-01 | Journal article | Author
SOURCE-WORK-ID:

fdaabb96-a0c7-42d9-91ab-071acd68245d

EID:

2-s2.0-85181919000

Contributors: Wei-Jen Liu; Wei-Yu Chiu; Weiqi Hua
Source: check_circle
University of Birmingham
grade
Preferred source (of 2)‎

Windfall profit-aware stochastic scheduling strategy for industrial virtual power plant with integrated risk-seeking/averse preferences

Applied Energy
2024-03-01 | Journal article | Author
SOURCE-WORK-ID:

2d9e5c04-c3cf-43a7-8e03-3a49f4b22af0

EID:

2-s2.0-85179887808

Contributors: Dongliang Xiao; Zhenjia Lin; Haoyong Chen; Weiqi Hua; Jinyue Yan
Source: check_circle
University of Birmingham

Assessing long-term future climate change impacts on extreme low wind events for offshore wind turbines in the UK exclusive economic zone

Applied Energy
2024-01-15 | Journal article | Author
SOURCE-WORK-ID:

99a7216d-8656-464f-a3ad-9e8f6c5c9ae9

EID:

2-s2.0-85176148596

Contributors: Sara Abdelaziz; Sarah Sparrow; Weiqi Hua; David Wallom
Source: check_circle
University of Birmingham

Blockchain and Artificial Intelligence Technologies for Smart Energy Systems

2023-10-04 | Book | Author
SOURCE-WORK-ID:

0f4a72d5-bcd3-48ee-990a-b57032aaec8b

EID:

2-s2.0-85174125514

Contributors: Hongjian Sun; Weiqi Hua; Minglei You
Source: check_circle
University of Birmingham

Extreme Wind Gust Impact on UK Offshore Wind Turbines

2023 IEEE Power & Energy Society General Meeting (PESGM)
2023-09-25 | Conference paper | Author
SOURCE-WORK-ID:

e7d856f9-64c2-4b35-a1ab-43319731574a

EID:

2-s2.0-85174701542

Part of ISBN: 9781665464413
Part of ISBN: 9781665464420 (PoD)
Contributors: Sara Abdelaziz; Sarah N. Sparrow; Weiqi Hua; David Wallom
Source: check_circle
University of Birmingham

Digital twin based reinforcement learning for extracting network structures and load patterns in planning and operation of distribution systems

Applied Energy
2023-07-15 | Journal article | Author
SOURCE-WORK-ID:

151d5eab-be93-4095-a9dc-66466068cebe

EID:

2-s2.0-85153237136

Contributors: Weiqi Hua; Bruce Stephen; David C.H. Wallom
Source: check_circle
University of Birmingham

Future Climate Change Impact On Wind Gust For Offshore Wind Turbines Cut-Out Within The UK Exclusive Economic Zone

2023 IEEE Green Technologies Conference (GreenTech)
2023-07-11 | Conference paper | Author
SOURCE-WORK-ID:

ad3ab2ed-d215-4b61-bf52-a2adecc81e48

EID:

2-s2.0-85166184785

Part of ISBN: 9781665492874
Part of ISBN: 9781665492881
Contributors: Sara Abdelaziz; Sarah N. Sparrow; Weiqi Hua; David Wallom
Source: check_circle
University of Birmingham

A novel deep learning based probabilistic power flow method for Multi-Microgrids distribution system with incomplete network information

Applied Energy
2023-04 | Journal article
Contributors: Hao Xiao; Wei Pei; Lei Wu; Li Ma; Tengfei Ma; Weiqi Hua
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Blockchain Enabled Decentralized Local Electricity Markets With Flexibility From Heating Sources

IEEE Transactions on Smart Grid
2023-03 | Journal article
Contributors: Weiqi Hua; Yue Zhou; Meysam Qadrdan; Jianzhong Wu; Nick Jenkins
Source: check_circle
Crossref

Reinforcement learning for electric vehicle applications in power systems

Renewable and Sustainable Energy Reviews
2023-03 | Journal article | Author
SOURCE-WORK-ID:

2ceb7d4d-6a70-4876-9d4b-db30c832b852

EID:

2-s2.0-85145592326

Contributors: Dawei Qiu; Yi Wang; Weiqi Hua; Goran Strbac
Source: check_circle
University of Birmingham

Transactive energy and flexibility provision in multi-microgrids using Stackelberg game

CSEE Journal of Power and Energy Systems
2023-03 | Journal article | Author
SOURCE-WORK-ID:

e6ea864e-49e7-4dfa-9217-706155fbb693

EID:

2-s2.0-85147224908

Contributors: Weiqi Hua; Hao Xiao; Wei Pei; Wei-Yu Chiu; Jing Jiang; Hongjian Sun; Peter Matthews
Source: check_circle
University of Birmingham

An Overview of Artificial Intelligence for Electric Vehicle Energy Systems Integration

Artificial Intelligence
2023-01-25 | Conference paper | Author
SOURCE-WORK-ID:

bdc0cacf-c0ed-4df7-b701-8bd3810e2fd8

EID:

2-s2.0-85184300529

Part of ISBN: 9783031504853
Part of ISBN: 9783031504846
Contributors: Weiqi Hua; Daniel Mullen; Abdul Wahid; Khadija Sitabkhan; Karl Mason
Source: check_circle
University of Birmingham

Application of Distributed Ledger Technology in Distribution Networks

Proceedings of the IEEE
2022-12 | Journal article
Contributors: Yue Zhou; Andrei Nicolas Manea; Weiqi Hua; Jianzhong Wu; Wei Zhou; James Yu; Saifur Rahman
Source: check_circle
Crossref

Cost-efficient decarbonization of local energy systems by whole-system based design optimization

Applied Energy
2022-11-15 | Journal article | Author
SOURCE-WORK-ID:

54b05df2-a06c-4bc3-b549-751c6edec177

EID:

2-s2.0-85138150248

Contributors: Rui Jing; Weiqi Hua; Jian Lin; Jianyi Lin; Yingru Zhao; Yue Zhou; Jianzhong Wu
Source: check_circle
University of Birmingham

Blockchain technologies empowering peer‐to‐peer trading in multi‐energy systems: From advanced technologies towards applications

IET Smart Grid
2022-08 | Journal article
Contributors: Weiqi Hua; Fengji Luo; Liang Du; Sijie Chen; Taesic Kim; Thomas Morstyn; Valentin Robu; Yue Zhou
Source: check_circle
Crossref

Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review

Renewable and Sustainable Energy Reviews
2022-06 | Journal article
Contributors: Weiqi Hua; Ying Chen; Meysam Qadrdan; Jing Jiang; Hongjian Sun; Jianzhong Wu
Source: check_circle
Crossref

Reinforcement learning for active distribution network planning based on Monte Carlo tree search

International Journal of Electrical Power & Energy Systems
2022-06 | Journal article
Part of ISSN: 0142-0615
Source: Self-asserted source
Weiqi Hua

Consumer-centric decarbonization framework using Stackelberg game and Blockchain

Applied Energy
2022-03 | Journal article
Contributors: Weiqi Hua; Jing Jiang; Hongjian Sun; Fei Teng; Goran Strbac
Source: check_circle
Crossref

Data-driven prosumer-centric energy scheduling using convolutional neural networks

Applied Energy
2022-02 | Journal article
Contributors: Weiqi Hua; Jing Jiang; Hongjian Sun; Andrea M. Tonello; Meysam Qadrdan; Jianzhong Wu
Source: check_circle
Crossref

Planning integrated energy systems coupling V2G as a flexible storage

Energy
2022-01 | Journal article
Contributors: Hongqian Wei; Youtong Zhang; Yongzhen Wang; Weiqi Hua; Rui Jing; Yue Zhou
Source: check_circle
Crossref

Electricity Storage in Local Energy Systems

Microgrids and Local Energy Systems
2021-12-15 | Book chapter | Author
SOURCE-WORK-ID:

38ed0344-fb68-4334-bae9-5de92ee65cea

Part of ISBN: 9781789845303
Part of ISBN: 9781789845310
Contributors: William Seward; Weiqi Hua; Meysam Qadrdan
Source: check_circle
University of Birmingham

Blockchain smart contracts for grid connection management in achieving net zero energy systems

Sustainable Energy Solutions for a Post-COVID Recovery towards a Better Future
2021-12-02 | Conference paper | Author
SOURCE-WORK-ID:

c17f1118-b2e5-42f3-859f-397390b84c6b

EID:

2-s2.0-85182820135

Contributors: Weiqi Hua; Rui Jing; Yue Zhou; Xi Zhang; Jing Jiang; Hongjian Sun
Source: check_circle
University of Birmingham

A blockchain based peer-to-peer trading framework integrating energy and carbon markets

Applied Energy
2020-12 | Journal article
Part of ISSN: 0306-2619
Source: Self-asserted source
Weiqi Hua

Stackelberg game-theoretic model for low carbon energy market scheduling

IET Smart Grid
2020-02-01 | Journal article
Part of ISSN: 2515-2947
Source: Self-asserted source
Weiqi Hua

A seasonal forecast scheme for the Inner Mongolia spring drought part-II: a logical reasoning evidence-based method for spring predictions

Theoretical and Applied Climatology
2019 | Journal article
EID:

2-s2.0-85047662033

Contributors: Gao, T.; Wulan, W.; Yu, X.; Yang, Z.; Gao, J.; Hua, W.; Yang, P.; Si, Y.
Source: Self-asserted source
Weiqi Hua via Scopus - Elsevier

A Blockchain-Based Peer-to-Peer Trading Scheme Coupling Energy and Carbon Markets

2019 International Conference on Smart Energy Systems and Technologies (SEST)
2019-09 | Conference paper
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 3)‎

Real-Time Price Elasticity Reinforcement Learning for Low Carbon Energy Hub Scheduling Based on Conditional Random Field

2019 IEEE/CIC International Conference on Communications Workshops in China (ICCC Workshops)
2019-08 | Conference paper
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Stochastic environmental and economic dispatch of power systems with virtual power plant in energy and reserve markets

International Journal of Smart Grid and Clean Energy
2018 | Journal article
Part of ISSN: 2315-4462
Part of ISSN: 2373-3594
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Stackelberg Game-Theoretic Strategies for Virtual Power Plant and Associated Market Scheduling Under Smart Grid Communication Environment

2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
2018-10 | Conference paper
Source: Self-asserted source
Weiqi Hua

Energy Hub Scheduling Method with Voltage Stability Considerations

2018 IEEE/CIC International Conference on Communications in China (ICCC Workshops)
2018-08 | Conference paper
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Multiobjective optimization for carbon market scheduling based on behavior learning

Energy Procedia
2017-12 | Journal article
Part of ISSN: 1876-6102
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Unit commitment in achieving low carbon smart grid environment with virtual power plant

2017 International Smart Cities Conference (ISC2)
2017-09 | Conference paper
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Effects of bisphenol A, an environmental endocrine disruptor, on the endogenous hormones of plants

Environmental Science and Pollution Research
2015-11 | Journal article
Part of ISSN: 0944-1344
Part of ISSN: 1614-7499
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Photosynthesis, chlorophyll fluorescence characteristics, and chlorophyll content of soybean seedlings under combined stress of bisphenol A and cadmium

Environmental Toxicology and Chemistry
2014-11 | Journal article
Part of ISSN: 0730-7268
Source: Self-asserted source
Weiqi Hua
grade
Preferred source (of 2)‎

Peer review (59 reviews for 11 publications/grants)

Review activity for Applied energy (16)
Review activity for Energies. (1)
Review activity for Energy. (3)
Review activity for Engineering. (2)
Review activity for Financial innovation. (1)
Review activity for International journal of electrical power & energy systems. (1)
Review activity for Journal of cleaner production. (8)
Review activity for Renewable & sustainable energy reviews. (12)
Review activity for Renewable energy. (2)
Review activity for Sustainable energy technologies and assessments. (1)
Review activity for Sustainable energy, grids and networks. (12)