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Number of items: 32.

Article

Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536, Cao, J ORCID: https://orcid.org/0000-0001-5099-9914, Jamal, T, Fogwill, C ORCID: https://orcid.org/0000-0002-6471-1106, Samende, C, Robinson, ZP ORCID: https://orcid.org/0000-0002-9499-264X, Polack, F ORCID: https://orcid.org/0000-0001-7954-6433, Ormerod, M ORCID: https://orcid.org/0000-0003-0307-8113, George, S, Peacock, A and Healey, D (2022) The role of ‘living laboratories’ in accelerating the energy system decarbonization. Energy Reports, 8. 11858 - 11864.

Harrold, DJB ORCID: https://orcid.org/0000-0003-3728-3107, Cao, J ORCID: https://orcid.org/0000-0001-5099-9914 and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2022) Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning. Applied Energy, 318 (119151).

Samende, C, Cao, J ORCID: https://orcid.org/0000-0001-5099-9914 and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2022) Multi-Agent Deep Deterministic Policy Gradient Algorithm for Peer-to-Peer Energy Trading Considering Distribution Network Constraints. Applied Energy, 317 (119123).

Harrold, DJB, Cao, J ORCID: https://orcid.org/0000-0001-5099-9914 and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2022) Data-driven battery operation for energy arbitrage using rainbow deep reinforcement learning. Energy, 238 (Part C).

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, P ORCID: https://orcid.org/0000-0002-9321-3296 (2020) Federated learning with hierarchical clustering of local updates to improve training on non-IID data. 2020 International Joint Conference on Neural Networks (IJCNN).

Fuller, A ORCID: https://orcid.org/0000-0002-3391-2407, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536, Day, CR ORCID: https://orcid.org/0000-0001-9707-9189 and Barlow, C (2020) Digital Twin: Enabling Technologies, Challenges and Open Research. IEEE Access, 8. 108952 - 108971.

Fredericks, D, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536, Woolley, S ORCID: https://orcid.org/0000-0002-7623-2866, De Quincey, EJ and Streeton, M (2020) A Decade On, How Has the Visibility of Energy Changed? Energy Feedback Perceptions from UK Focus Groups. Energies, 13 (10).

Fredericks, AD ORCID: https://orcid.org/0000-0002-3052-9437, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Woolley, SI ORCID: https://orcid.org/0000-0002-7623-2866 (2020) Visualising the Invisible: Augmented Reality and Virtual Reality as Persuasive Technologies for Energy Feedback. 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI).

Cao, J ORCID: https://orcid.org/0000-0001-5099-9914, Harrold, D, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536, Morstyn, T, Healey, D and Li, K (2020) Deep Reinforcement Learning Based Energy Storage Arbitrage With Accurate Lithium-ion Battery Degradation Model. IEEE Transactions on Smart Grid, 11 (5). pp. 4513-4521.

Carter, J ORCID: https://orcid.org/0000-0001-5499-5646, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Cao, J ORCID: https://orcid.org/0000-0001-5099-9914 (2020) Cell equalisation circuits: A review. Journal of Power Sources, 448.

Cook, A, Misirli, G ORCID: https://orcid.org/0000-0002-2454-7188 and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2019) Anomaly Detection for IoT Time-Series Data: A Survey. IEEE Internet of Things.

Cao, J, Crozier, C, McCulloch, M and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2019) Optimal Design and Operation of a Low Carbon Community based Multi-energy Systems Considering EV Integration. IEEE Transactions on Sustainable Energy, 10 (3). pp. 1217-1226.

Sun, Y, Zhu, Z and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2018) Distributed Caching in Wireless Cellular Networks Incorporating Parallel Processing. IEEE Internet Computing, 22 (1). 52 -61.

He, J, Tang, Z, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Zhang, J (2018) Enhanced Collision Avoidance for Distributed LTE Vehicle to Vehicle Broadcast Communications. IEEE Communications Letters, 22. 630 - 633.

Nielsen, JJ, Ganem, H, Jorguseski, L, Alic, K, Smolnikar, M, Zhu, Z, Pratas, NK, Golinski, M, Zhang, H, Kuhar, U, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Svigelj, A (2017) Secure Real-Time Monitoring and Management of Smart Distribution Grid Using Shared Cellular Network. IEEE Wireless Communications, 24 (2). pp. 10-17.

Nielsen, JJ, Ganem, H, Jorguseski, L, Alic, K, Smolnikar, M, Zhu, Z, Pratas, NK, Golinski, M, Zhang, H, Kuhar, U, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Svigelj, A (2017) Secure Real-Time Monitoring and Management of Smart Distribution Grid using Shared Cellular Networks. IEEE Wireless Communications, 24 (2). pp. 10-17.

Zhu, Z, Lambotharan, S, Chin, WH and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2016) A Mean Field Game Theoretic Approach to Electric Vehicles Charging. IEEE ACCESS, 4. 3501 -3510.

Chen, Q, Kaleshi, D, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Armour, S (2016) Impact of Smart Metering Data Aggregation on Distribution System State Estimation. IEEE Transactions On Industrial Informatics, 12 (4). 1426 - 1437.

Thampi, A, Armour, S, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Kaleshi, D (2016) Mitigating inter-cluster interference on the uplink for a three-cell clustered cooperative network. Eurasip Journal on Wireless Communications and Networking, 2016 (1).

Nistor, S, Dave, S, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Sooriyabandara, M (2016) Technical and economic analysis of hydrogen refuelling. Applied Energy, 167. 211 - 220.

Mustafa, MA, Zhang, N, Kalogridis, G and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2015) DEP2SA: A Decentralized Efficient Privacy-Preserving and Selective Aggregation Scheme in Advanced Metering Infrastructure. IEEE ACCESS, 3. 2828 - 2846.

Hao, J, Piechocki, RJ, Kaleshi, D, Chin, WH and Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 (2015) Sparse Malicious False Data Injection Attacks and Defense Mechanisms in Smart Grids. IEEE Transactions On Industrial Informatics, 11 (5). 1198 - 1209.

Chen, Q, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536, Kaleshi, D and Armour, S (2015) Rule Induction-Based Knowledge Discovery for Energy Efficiency. IEEE ACCESS, 3. 1423 - 1436.

Zhu, Z, Lambotharan, S, Chin, WH and Fan, Z (2015) A Game Theoretic Optimization Framework for Home Demand Management Incorporating Local Energy Resources. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 11 (2). 353 - 362.

Gormus, S, Tosato, F, Fan, Z, Bocus, MZ and Kulkarni, P (2014) Opportunistic RPL for reliable AMI mesh networks. Wireless Networks, 20 (8). 2147 -2164.

Oviedo, R, Fan, Z, Kulkarni, P and Gormus, S (2014) The Reign of EVs?: An Economic Analysis from Consumer's Perspective. IEEE Electrification Magazine, 2 (2). pp. 61-71.

Kalogridis, G, Sooriyabandara, M, Fan, Z and Mustafa, MA (2014) Toward Unified Security and Privacy Protection for Smart Meter Networks. IEEE Systems Journal, 8 (2). 641 - 654.

Fan, Z, Haines, RJ and Kulkarni, P (2014) M2M Communications for E-Health and Smart Grid: An Industry and Standard Perspective. IEEE Wireless Communications, 21 (1). pp. 62-69.

Oviedo, RM, Fan, Z, Gormus, S and Kulkarni, P (2014) A residential PHEV load coordination mechanism with renewable sources in smart grids. International Journal of Electrical Power & Energy Systems, 55. 511 -521.

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, PE ORCID: https://orcid.org/0000-0002-9321-3296 Federated Learning for Short-term Residential Energy Demand Forecasting. arXiv.org. (Unpublished)

Book Section

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, P ORCID: https://orcid.org/0000-0002-9321-3296 (2021) A Review of Privacy-preserving Federated Learning for the Internet-of-Things. In: Federated Learning Systems: Towards Next Generation AI. Springer, pp. 21-50.

Conference or Workshop Item

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, P ORCID: https://orcid.org/0000-0002-9321-3296 (2021) Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters. In: NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning, 6-12 Dec 2021.

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