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  1. Beyond the Commute: Unlocking the Potential of Electric Vehicles as Future Energy Storage Solutions (Vision Paper)

    Article • October 2024, ACM (Association for Computing Machinery)

    Muhammad Cheema, Hao Wang, Dr Hao Wang

  2. A reinforcement learning-based online learning strategy for real-time short-term load forecasting

    Article • Proceedings of the Institution of Civil Engineers - Energy, October 2024, Elsevier

    Dr Hao Wang

  3. Multi-objective coordinated EV charging strategy in distribution networks using an improved augmented epsilon-constrained method

    Article • Applied Energy, September 2024, Elsevier

    Dr Hao Wang

  4. Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-Term Load Forecasting in Electricity Wholesale Markets

    Article • IEEE Transactions on Network Science and Engineering, September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  5. Investigating state-of-the-art planning strategies for electric vehicle charging infrastructures in coupled transport and power networks: A comprehensive review

    Article • Progress in Energy, August 2024, Institute of Physics Publishing

    Dr Hao Wang

  6. Attentive Convolutional Deep Reinforcement Learning for Optimizing Solar-Storage Systems in Real-Time Electricity Markets

    Article • IEEE Transactions on Industrial Informatics, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  7. Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets

    Article • IEEE Transactions on Energy Markets Policy and Regulation, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  8. Blockchain-Based Decentralized Federated Learning With On-Chain Model Aggregation and Incentive Mechanism for Industrial IoT

    Article • IEEE Open Journal of the Communications Society, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  9. Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method

    Article • IEEE Transactions on Instrumentation and Measurement, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  10. Dispatch of highly renewable energy power system considering its utilization via a data-driven Bayesian assisted optimization algorithm

    Article • Knowledge-Based Systems, October 2023, Elsevier

    Dr Hao Wang, Professor Leijiao Ge

  11. AI-Empowered Methods for Smart Energy Consumption: A Review of Load Forecasting, Anomaly Detection and Demand Response

    Article • International Journal of Precision Engineering and Manufacturing-Green Technology, September 2023, Springer Science + Business Media

    Dr Hao Wang

  12. Model-Free Approach to Fair Solar PV Curtailment Using Reinforcement Learning

    Article • June 2023, ACM (Association for Computing Machinery)

    Zhuo Wei, Hao Wang, Jinhao Li, Dr Hao Wang

  13. A Multicriteria Optimal Operation Framework for a Data Center Microgrid Considering Renewable Energy and Waste Heat Recovery: Use of Balanced Decision Making

    Article • IEEE Industry Applications Magazine, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  14. Deep Reinforcement Learning for Voltage Control and Renewable Accommodation Using Spatial-Temporal Graph Information

    Article • IEEE Transactions on Sustainable Energy, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  15. Insurance Contract for High Renewable Energy Integration

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  16. Proximal Policy Optimization Based Reinforcement Learning for Joint Bidding in Energy and Frequency Regulation Markets

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  17. Machine learning approach to uncovering residential energy consumption patterns based on socioeconomic and smart meter data

    Article • Proceedings of the Institution of Civil Engineers - Energy, February 2022, Elsevier

    Dr Hao Wang

  18. Transactive Coordination of Electric Vehicles With Voltage Control in Distribution Networks

    Article • IEEE Transactions on Sustainable Energy, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  19. Smart Online Charging Algorithm for Electric Vehicles via Customized Actor–Critic Learning

    Article • IEEE Internet of Things Journal, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  20. Evaluate DC Meter Adoption for House-Level Storage Devices

    Article • IEEE Transactions on Smart Grid, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  21. On the Coordination of Transmission-Distribution Grids: A Dynamic Feasible Region Method

    Article • IEEE Transactions on Power Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  22. Network-Aware Coordination of Aggregated Electric Vehicles Considering Charge-Discharge Flexibility

    Article • IEEE Transactions on Smart Grid, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  23. Consensus‐based decentralized energy trading for distributed energy resources

    Article • Energy Conversion and Economics, December 2021, the Institution of Engineering and Technology (the IET)

    Dr Hao Wang

  24. Secure Blockchain Platform for Industrial IoT with Trusted Computing Hardware

    Article • IEEE Internet of Things Magazine, December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  25. Identifying the relationship between seasonal variation in residential load and socioeconomic characteristics

    Article • November 2021, ACM (Association for Computing Machinery)

    Hao Wang, Dr Hao Wang

  26. Improving load forecast in energy markets during COVID-19

    Article • November 2021, ACM (Association for Computing Machinery)

    Hao Wang, Dr Hao Wang

  27. Distributed energy trading management for renewable prosumers with HVAC and energy storage

    Article • Energy Reports, November 2021, Elsevier

    Dr Hao Wang

  28. Privacy-Preserving Transactive Energy Management for IoT-Aided Smart Homes via Blockchain

    Article • IEEE Internet of Things Journal, July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  29. Blockchain-based decentralized energy management platform for residential distributed energy resources in a virtual power plant

    Article • Applied Energy, July 2021, Elsevier

    Dr Hao Wang

  30. Visualising the Effect of COVID-19 on Electricity Consumption in Victoria, Australia

    Article • June 2021, ACM (Association for Computing Machinery)

    Shaylin Chetty, Hao Wang, Dr Hao Wang

  31. Blockchain for Transactive Energy Management of Distributed Energy Resources in Smart Grid

    Article • June 2021, ACM (Association for Computing Machinery)

    Hao Wang, Dr Hao Wang

  32. Characterizing Residential Load Patterns by Household Demographic and Socioeconomic Factors

    Article • June 2021, ACM (Association for Computing Machinery)

    Zhuo Wei, Hao Wang, Dr Hao Wang

  33. Analyzing Seasonal Variation in Residential Load Patterns via Two-Stage Clustering and Relative Entropy

    Article • June 2021, ACM (Association for Computing Machinery)

    Hao Wang, Dr Hao Wang

  34. Demand-side management for off-grid solar-powered microgrids: A case study of rural electrification in Tanzania

    Article • Proceedings of the Institution of Civil Engineers - Energy, June 2021, Elsevier

    Dr Hao Wang

  35. Game-Theoretical Analysis of Mining Strategy for Bitcoin-NG Blockchain Protocol

    Article • IEEE Systems Journal, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  36. Blockchain-Empowered Socially Optimal Transactive Energy System: Framework and Implementation

    Article • IEEE Transactions on Industrial Informatics, May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  37. A Multi-Criteria Optimal Operation Framework for Renewable Energy Integrated Data Center Microgrid with Waste Heat Recovery

    Article • April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  38. Exploring Blockchain for The Coordination of Distributed Energy Resources

    Article • March 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  39. Time-of-use Pricing for Energy Storage Investment

    Article • IEEE Transactions on Smart Grid, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  40. Trade-off queuing delay and link utilization for solving bufferbloat

    Article • ICT Express, December 2020, Elsevier

    Dr Hao Wang

  41. Contract-based Time-of-use Pricing for Energy Storage Investment

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  42. Cooperative Energy Management of HVAC via Transactive Energy

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  43. Activity Detection And Modeling Using Smart Meter Data: Concept And Case Studies

    Article • August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  44. Virtual Energy Storage Sharing and Capacity Allocation

    Article • IEEE Transactions on Smart Grid, March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  45. IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning

    Article • IEEE Transactions on Emerging Topics in Computational Intelligence, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  46. Storage or No Storage: Duopoly Competition Between Renewable Energy Suppliers in a Local Energy Market

    Article • IEEE Journal on Selected Areas in Communications, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  47. A Hybrid Prediction Model for Damage Warning of Power Transmission Line Under Typhoon Disaster

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  48. Leveraging Socioeconomic Information and Deep Learning for Residential Load Pattern Prediction

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  49. Controllable vs. Random: Renewable Generation Competition in a Local Energy Market

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  50. A Distributed Online Pricing Strategy for Demand Response Programs

    Article • IEEE Transactions on Smart Grid, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  51. Energy Storage Arbitrage in Real-Time Markets via Reinforcement Learning

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  52. Incentivizing Energy Trading for Interconnected Microgrids

    Article • IEEE Transactions on Smart Grid, July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  53. Optimal Planning of Renewable Generations for Electric Vehicle Charging Station

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  54. SAND: A Social-Aware and Distributed Scheme for Device Discovery in the Internet of Things

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  55. Pricing-based energy storage sharing and virtual capacity allocation

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  56. Microgrid generation planning considering renewable energy target

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  57. Renewable energy-aware demand response for distributed data centers in smart grid

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  58. Cooperative Planning of Renewable Generations for Interconnected Microgrids

    Article • IEEE Transactions on Smart Grid, September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  59. PID sliding mode controller design and application to active queue management

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  60. Proactive Demand Response for Data Centers: A Win-Win Solution

    Article • IEEE Transactions on Smart Grid, May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  61. Powerline-PNC: Boosting throughput of powerline networks with physical-layer network coding

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  62. Delay-aware congestion control with self-tuning robustness

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  63. Bargaining-based energy trading market for interconnected microgrids

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  64. Joint Investment and Operation of Microgrid

    Article • IEEE Transactions on Smart Grid, January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  65. Hybrid renewable energy investment in microgrid

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  66. Exploring smart grid and data center interactions for electric power load balancing

    Article • ACM SIGMETRICS Performance Evaluation Review, January 2014, ACM (Association for Computing Machinery)

    Dr Hao Wang

  67. The capacity of multi-channel multi-interface wireless networks with multi-packet reception and directional antenna

    Article • Wireless Communications and Mobile Computing, May 2012, Wiley

    Dr Hao Wang

  68. An Artificial Intelligence Approach to Price Design for Improving AQM Performance

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  69. Design and analysis of effective price for congestion control

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  70. Providing quality of service over time delay networks by efficient queue management

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  71. Responsive AQM algorithm based on terminal sliding mode technique

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  72. Using auto-tuning proportional integral probability to improve random early detection

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  73. Effective adaptive virtual queue: a stabilising active queue management algorithm for improving responsiveness and robustness

    Article • IET Communications, January 2011, the Institution of Engineering and Technology (the IET)

    Dr Hao Wang

  74. LOR: Localized Opportunistic Routing in Large-Scale Wireless Network

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  75. Two-Degree-of-Freedom Congestion Control Strategy against Time Delay and Disturbance

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  76. Design of adaptive real queue control algorithm supporting TCP flows

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  77. Self-Tuning Price-Based Congestion Control Supporting TCP Networks

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  78. Sliding Mode Control with Fuzzy Reaching Law for Queue Management in the Internet

    Article • August 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  79. Intelligent price-based congestion control for communication networks

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang

  80. RSP: Robust smith predictor for queue management in time-delay networks

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Hao Wang