Publication
2026
- Kang, S. et al. 2026. Net-zero stochastic planning for pig farm-dominated rural energy systems considering agricultural demand response. Energy Conversion and Management 349 120759. (10.1016/j.enconman.2025.120759)
2025
- Ai, X. et al., 2025. An innovative memory-enhanced Elman neural network-based selective ensemble system for short-term wind speed prediction. Applied Energy 380 125108. (10.1016/j.apenergy.2024.125108)
- Chen, Y. et al., 2025. Robust energy management of electrified railway traction substation providing secondary frequency regulation. Energy 335 138231. (10.1016/j.energy.2025.138231)
- Gan, W. et al. 2025. Net zero without the gridlock through peer-to-peer coordinated flexibility. Advances in Applied Energy 19 100231. (10.1016/j.adapen.2025.100231)
- Gan, W. , Zhou, Y. and Wu, J. 2025. Quantifying grid flexibility provision of virtual vehicle-to-vehicle energy sharing using statistically similar networks. Applied Energy 390 125818. (10.1016/j.apenergy.2025.125818)
- Liu, Z. et al. 2025. Customer directrix load-based demand response from prosumer communities. CSEE Journal of Power & Energy Systems
- Qi, X. et al., 2025. A bi-level peer-to-peer interactive trading optimization model and distributed solution algorithm for rural distributed energy system group based on Stackelberg-Nash game strategy. Energy 318 134767. (10.1016/j.energy.2025.134767)
- Ruan, Y. et al., 2025. Online assessment of frequency support capability of the DFIG-based wind farm using a knowledge and data-driven fusion Koopman method. Applied Energy 377 (Part B) 124518. (10.1016/j.apenergy.2024.124518)
- Shi, H. et al., 2025. Fully distributed planning method for coordinated distribution and urban transportation networks considering three-phase unbalance mitigation. Applied Energy 377 (Part A) 124449. (10.1016/j.apenergy.2024.124449)
- Tian, J. et al., 2025. Short-term electric vehicle charging load forecasting based on TCN-LSTM network with comprehensive similar day identification. Applied Energy 381 125174. (10.1016/j.apenergy.2024.125174)
- Wang, S. et al. 2025. Event-triggered security-constrained energy management scheme on shared transmission systems for renewable fuels and refined oil: Implementation and field tests in South China. Applied Energy 389 125727. (10.1016/j.apenergy.2025.125727)
- Wang, S. et al. 2025. Learning-based spatially-cascaded distributed coordination of shared transmission systems for renewable fuels and refined oil with quasi-optimality preservation under uncertainty. Applied Energy 381 125085. (10.1016/j.apenergy.2024.125085)
- Wen, J. et al., 2025. Robust resilience enhancement by EV charging infrastructure planning in coupled power distribution and transportation systems. IEEE Transactions on Smart Grid 16 (1), pp.491-504. (10.1109/TSG.2024.3390657)
- Wu, C. et al. 2025. Robust scheduling of a pulp and paper mill considering flexibility provision from steam power generation. Applied Energy 377 (C), pp.124595. (10.1016/j.apenergy.2024.124595)
- Wu, T. et al., 2025. Routing and scheduling of mobile energy storage systems in active distribution network based on probabilistic voltage sensitivity analysis and Hall's theorem. Applied Energy 386 125535. (10.1016/j.apenergy.2025.125535)
- Xiong, H. et al., 2025. A real-time robust method for post-disaster load restoration of coordinated power-transportation system with vehicle-to-grid response. IEEE Transactions on Smart Grid 16 (4), pp.3195-3209. (10.1109/tsg.2025.3568619)
- Zhao, Y. et al., 2025. A scalable stochastic scheme for identifying critical substations considering the epistemic uncertainty of contingency in power systems. Applied Energy 381 125119. (10.1016/j.apenergy.2024.125119)
- Zhu, J. et al., 2025. Trusted low-carbon optimized economic dispatch for integrated energy industrial park based on blockchain technology. Applied Energy 381 125055. (10.1016/j.apenergy.2024.125055)
- Zong, Q. et al., 2025. Hierarchical optimal frequency support scheme of wind farm with both grid-forming and grid-following wind turbines. International Journal of Electrical Power & Energy Systems 165 110463. (10.1016/j.ijepes.2025.110463)
2024
- Gan, W. et al. 2024. Enhancing resilience with electric vehicles charging redispatching and vehicle-to-grid in traffic-electric networks. IEEE Transactions on Industry Applications 60 (1), pp.953-965. (10.1109/TIA.2023.3272870)
- Gan, W. et al. 2024. Incentivizing energy and carbon rights transactions among network-constrained energy hubs: Cooperative game with externalities. Renewable and Sustainable Energy Reviews 203 114771. (10.1016/j.rser.2024.114771)
- Gan, W. et al. 2024. Statistical impact quantification of peer-to-peer energy trading on power flows of power distribution networks. Presented at: IEEE Conference on Energy Internet and Energy System Integration (EI2) Hangzhou, China 15-18 December 2023. 2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2). IEEE. , pp.4517-4522. (10.1109/EI259745.2023.10513181)
- Ju, L. et al., 2024. Two-stage robust transaction optimization model and benefit allocation strategy for new energy power stations with shared energy storage considering green certificate and virtual energy storage mode. Applied Energy 362 122996. (10.1016/j.apenergy.2024.122996)
- Ju, L. et al., 2024. Data-driven two-stage robust optimization dispatching model and benefit allocation strategy for a novel virtual power plant considering carbon-green certificate equivalence conversion mechanism. Applied Energy 362 122974. (10.1016/j.apenergy.2024.122974)
- Lu, X. et al., 2024. Machine learning based uncertainty-alleviating operation model for distribution systems with energy storage. Journal of Modern Power Systems and Clean Energy 12 (5), pp.1605-1616. (10.35833/MPCE.2023.000613)
- Qiu, K. et al. 2024. Coordinated operation of mobile emergency generators and local flexible resources for distribution network resilience enhancement. Presented at: 15th International Conference on Applied Energy (ICAE2023) Doha, Qatar 3-7 December 2023. Vol. 45., pp.1-7. (10.46855/energy-proceedings-11082)
- Sima, T. et al., 2024. Coordinated power and transportation system based on electic vehicle charging stations. Presented at: 2024 IEEE 7th International Electrical and Energy Conference (CIEEC) Harbin, China 10-12 May 2024. Proceedings 2024 IEEE 7th International Electrical and Energy Conference (CIEEC). IEEE. , pp.4158-4163. (10.1109/CIEEC60922.2024.10583405)
- Wen, J. et al., 2024. Cooperative V2G-enabled vehicle-to-vehicle sharing in energy and reserve markets: A coalitional approach. Applied Energy 376 (Part B) 124311. (10.1016/j.apenergy.2024.124311)
- Wu, C. et al. 2024. Dynamic containment service from industrial demand response resources coordinated with energy storage systems. Journal of Energy Storage 103 (Part B) 114413. (10.1016/j.est.2024.114413)
- Xia, F. et al., 2024. Market-based coordinated planning of fast charging station and dynamic wireless charging system considering energy demand assignment. IEEE Transactions on Smart Grid 15 (2), pp.1913-1925. (10.1109/TSG.2023.3299591)
2023
- Hu, Z. et al., 2023. Intelligent and rapid event-based load shedding pre-determination for large-scale power systems: Knowledge-enhanced parallel branching dueling Q-network approach. Applied Energy 347 121468. (10.1016/j.apenergy.2023.121468)
- Liu, X. et al., 2023. A unified multi-step wind speed forecasting framework based on numerical weather prediction grids and wind farm monitoring data. Renewable Energy 211 , pp.948-963. (10.1016/j.renene.2023.05.006)
- Wu, J. and Gan, W. 2023. Smart local energy systems towards net zero: practice and implications from the UK. CSEE Journal of Power and Energy Systems 9 (2), pp.411-419. (10.17775/CSEEJPES.2022.08420)
- Yan, M. et al., 2023. Blockchain for secure decentralized energy management of multi-energy system using state machine replication. Applied Energy 337 120863.
- Yan, M. et al., 2023. Review and prospect of transactive energy market for distributed energy resources. Automation of Electric Power Systems 47 (18)(10.7500/AEPS20211222002)
- Zhou, Y. , Wu, J. and Gan, W. 2023. P2P energy trading via public power networks: Practical challenges, emerging solutions, and the way forward. Frontiers in Energy 17 , pp.189-197. (10.1007/s11708-023-0873-9)
2022
- Gan, W. et al. 2022. A low-carbon planning method for joint regional-district multi-energy systems: From the perspective of privacy protection. Applied Energy 311 118595. (10.1016/j.apenergy.2022.118595)
- Yan, M. et al., 2022. Projection method for blockchain-enabled non-iterative decentralized management in integrated natural gas-electric systems and its application in digital twin modelling. Applied Energy 311 118645. (10.1016/j.apenergy.2022.118645)
2021
- Gan, M. et al. 2021. Application of the Variational Mode Decomposition (VMD) method to river tides. Estuarine, Coastal and Shelf Science 261 107570. (10.1016/j.ecss.2021.107570)
Articles
- Ai, X. et al., 2025. An innovative memory-enhanced Elman neural network-based selective ensemble system for short-term wind speed prediction. Applied Energy 380 125108. (10.1016/j.apenergy.2024.125108)
- Chen, Y. et al., 2025. Robust energy management of electrified railway traction substation providing secondary frequency regulation. Energy 335 138231. (10.1016/j.energy.2025.138231)
- Gan, M. et al. 2021. Application of the Variational Mode Decomposition (VMD) method to river tides. Estuarine, Coastal and Shelf Science 261 107570. (10.1016/j.ecss.2021.107570)
- Gan, W. et al. 2024. Enhancing resilience with electric vehicles charging redispatching and vehicle-to-grid in traffic-electric networks. IEEE Transactions on Industry Applications 60 (1), pp.953-965. (10.1109/TIA.2023.3272870)
- Gan, W. et al. 2022. A low-carbon planning method for joint regional-district multi-energy systems: From the perspective of privacy protection. Applied Energy 311 118595. (10.1016/j.apenergy.2022.118595)
- Gan, W. et al. 2024. Incentivizing energy and carbon rights transactions among network-constrained energy hubs: Cooperative game with externalities. Renewable and Sustainable Energy Reviews 203 114771. (10.1016/j.rser.2024.114771)
- Gan, W. et al. 2025. Net zero without the gridlock through peer-to-peer coordinated flexibility. Advances in Applied Energy 19 100231. (10.1016/j.adapen.2025.100231)
- Gan, W. , Zhou, Y. and Wu, J. 2025. Quantifying grid flexibility provision of virtual vehicle-to-vehicle energy sharing using statistically similar networks. Applied Energy 390 125818. (10.1016/j.apenergy.2025.125818)
- Hu, Z. et al., 2023. Intelligent and rapid event-based load shedding pre-determination for large-scale power systems: Knowledge-enhanced parallel branching dueling Q-network approach. Applied Energy 347 121468. (10.1016/j.apenergy.2023.121468)
- Ju, L. et al., 2024. Two-stage robust transaction optimization model and benefit allocation strategy for new energy power stations with shared energy storage considering green certificate and virtual energy storage mode. Applied Energy 362 122996. (10.1016/j.apenergy.2024.122996)
- Ju, L. et al., 2024. Data-driven two-stage robust optimization dispatching model and benefit allocation strategy for a novel virtual power plant considering carbon-green certificate equivalence conversion mechanism. Applied Energy 362 122974. (10.1016/j.apenergy.2024.122974)
- Kang, S. et al. 2026. Net-zero stochastic planning for pig farm-dominated rural energy systems considering agricultural demand response. Energy Conversion and Management 349 120759. (10.1016/j.enconman.2025.120759)
- Liu, X. et al., 2023. A unified multi-step wind speed forecasting framework based on numerical weather prediction grids and wind farm monitoring data. Renewable Energy 211 , pp.948-963. (10.1016/j.renene.2023.05.006)
- Liu, Z. et al. 2025. Customer directrix load-based demand response from prosumer communities. CSEE Journal of Power & Energy Systems
- Lu, X. et al., 2024. Machine learning based uncertainty-alleviating operation model for distribution systems with energy storage. Journal of Modern Power Systems and Clean Energy 12 (5), pp.1605-1616. (10.35833/MPCE.2023.000613)
- Qi, X. et al., 2025. A bi-level peer-to-peer interactive trading optimization model and distributed solution algorithm for rural distributed energy system group based on Stackelberg-Nash game strategy. Energy 318 134767. (10.1016/j.energy.2025.134767)
- Ruan, Y. et al., 2025. Online assessment of frequency support capability of the DFIG-based wind farm using a knowledge and data-driven fusion Koopman method. Applied Energy 377 (Part B) 124518. (10.1016/j.apenergy.2024.124518)
- Shi, H. et al., 2025. Fully distributed planning method for coordinated distribution and urban transportation networks considering three-phase unbalance mitigation. Applied Energy 377 (Part A) 124449. (10.1016/j.apenergy.2024.124449)
- Tian, J. et al., 2025. Short-term electric vehicle charging load forecasting based on TCN-LSTM network with comprehensive similar day identification. Applied Energy 381 125174. (10.1016/j.apenergy.2024.125174)
- Wang, S. et al. 2025. Event-triggered security-constrained energy management scheme on shared transmission systems for renewable fuels and refined oil: Implementation and field tests in South China. Applied Energy 389 125727. (10.1016/j.apenergy.2025.125727)
- Wang, S. et al. 2025. Learning-based spatially-cascaded distributed coordination of shared transmission systems for renewable fuels and refined oil with quasi-optimality preservation under uncertainty. Applied Energy 381 125085. (10.1016/j.apenergy.2024.125085)
- Wen, J. et al., 2024. Cooperative V2G-enabled vehicle-to-vehicle sharing in energy and reserve markets: A coalitional approach. Applied Energy 376 (Part B) 124311. (10.1016/j.apenergy.2024.124311)
- Wen, J. et al., 2025. Robust resilience enhancement by EV charging infrastructure planning in coupled power distribution and transportation systems. IEEE Transactions on Smart Grid 16 (1), pp.491-504. (10.1109/TSG.2024.3390657)
- Wu, C. et al. 2024. Dynamic containment service from industrial demand response resources coordinated with energy storage systems. Journal of Energy Storage 103 (Part B) 114413. (10.1016/j.est.2024.114413)
- Wu, C. et al. 2025. Robust scheduling of a pulp and paper mill considering flexibility provision from steam power generation. Applied Energy 377 (C), pp.124595. (10.1016/j.apenergy.2024.124595)
- Wu, J. and Gan, W. 2023. Smart local energy systems towards net zero: practice and implications from the UK. CSEE Journal of Power and Energy Systems 9 (2), pp.411-419. (10.17775/CSEEJPES.2022.08420)
- Wu, T. et al., 2025. Routing and scheduling of mobile energy storage systems in active distribution network based on probabilistic voltage sensitivity analysis and Hall's theorem. Applied Energy 386 125535. (10.1016/j.apenergy.2025.125535)
- Xia, F. et al., 2024. Market-based coordinated planning of fast charging station and dynamic wireless charging system considering energy demand assignment. IEEE Transactions on Smart Grid 15 (2), pp.1913-1925. (10.1109/TSG.2023.3299591)
- Xiong, H. et al., 2025. A real-time robust method for post-disaster load restoration of coordinated power-transportation system with vehicle-to-grid response. IEEE Transactions on Smart Grid 16 (4), pp.3195-3209. (10.1109/tsg.2025.3568619)
- Yan, M. et al., 2022. Projection method for blockchain-enabled non-iterative decentralized management in integrated natural gas-electric systems and its application in digital twin modelling. Applied Energy 311 118645. (10.1016/j.apenergy.2022.118645)
- Yan, M. et al., 2023. Blockchain for secure decentralized energy management of multi-energy system using state machine replication. Applied Energy 337 120863.
- Yan, M. et al., 2023. Review and prospect of transactive energy market for distributed energy resources. Automation of Electric Power Systems 47 (18)(10.7500/AEPS20211222002)
- Zhao, Y. et al., 2025. A scalable stochastic scheme for identifying critical substations considering the epistemic uncertainty of contingency in power systems. Applied Energy 381 125119. (10.1016/j.apenergy.2024.125119)
- Zhou, Y. , Wu, J. and Gan, W. 2023. P2P energy trading via public power networks: Practical challenges, emerging solutions, and the way forward. Frontiers in Energy 17 , pp.189-197. (10.1007/s11708-023-0873-9)
- Zhu, J. et al., 2025. Trusted low-carbon optimized economic dispatch for integrated energy industrial park based on blockchain technology. Applied Energy 381 125055. (10.1016/j.apenergy.2024.125055)
- Zong, Q. et al., 2025. Hierarchical optimal frequency support scheme of wind farm with both grid-forming and grid-following wind turbines. International Journal of Electrical Power & Energy Systems 165 110463. (10.1016/j.ijepes.2025.110463)
Conferences
- Gan, W. et al. 2024. Statistical impact quantification of peer-to-peer energy trading on power flows of power distribution networks. Presented at: IEEE Conference on Energy Internet and Energy System Integration (EI2) Hangzhou, China 15-18 December 2023. 2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2). IEEE. , pp.4517-4522. (10.1109/EI259745.2023.10513181)
- Qiu, K. et al. 2024. Coordinated operation of mobile emergency generators and local flexible resources for distribution network resilience enhancement. Presented at: 15th International Conference on Applied Energy (ICAE2023) Doha, Qatar 3-7 December 2023. Vol. 45., pp.1-7. (10.46855/energy-proceedings-11082)
- Sima, T. et al., 2024. Coordinated power and transportation system based on electic vehicle charging stations. Presented at: 2024 IEEE 7th International Electrical and Energy Conference (CIEEC) Harbin, China 10-12 May 2024. Proceedings 2024 IEEE 7th International Electrical and Energy Conference (CIEEC). IEEE. , pp.4158-4163. (10.1109/CIEEC60922.2024.10583405)
Contact Details
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Queen's Buildings - South Building, Room Room E/2.11, 5 The Parade, Newport Road, Cardiff, CF24 3AA
Queen's Buildings - South Building, Room Room E/2.11, 5 The Parade, Newport Road, Cardiff, CF24 3AA