Contact

All Stories

  1. Localization of dummy data injection attacks in power systems considering incomplete topological information: A spatio-temporal graph wavelet convolutional neural network approach

    Article • Applied Energy, April 2024, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  2. Enhancing envrionmental sustainability via interval optimization for low-carbon economic dispatch in renewable energy power systems: Leveraging the flexible cooperation of wind energy and carbon capture power plants

    Article • Journal of Cleaner Production, February 2024, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  3. Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance

    Article • Renewable and Sustainable Energy Reviews, January 2024, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  4. Gaussian Mixture Model Uncertainty Modeling for Power Systems Considering Mutual Assistance of Latent Variables

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  5. Collaborative optimization of multi-microgrids system with shared energy storage based on multi-agent stochastic game and reinforcement learning

    Article • Energy, October 2023, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  6. Control for High-Power DC Supply to Minimize Voltage Issues

    Article • IEEE Transactions on Power Electronics, September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  7. Editorial: Rising stars in energy research: 2022

    Article • Frontiers in Energy Research, June 2023, Frontiers

    Professor/PhD Supervisor/SMIEEE Yang Li

  8. Demand response method considering multiple types of flexible loads in industrial parks

    Article • Engineering Applications of Artificial Intelligence, June 2023, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  9. Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm

    Article • Energies, April 2023, MDPI AG

    Professor/PhD Supervisor/SMIEEE Yang Li

  10. New method for efficient management of integrated energy systems with renewables

    Article • Applied Energy, April 2023, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  11. Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach

    Article • Applied Energy, March 2023, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  12. Using Advanced Machine Learning to Assess Short-Term Voltage Stability Based on PMU Measurements

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  13. Making the Most of Renewable Energy in Power Systems While Keeping Them Safe and Economical

    Article • IEEE Transactions on Network Science and Engineering, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  14. Image encryption for Offshore wind power based on 2D-LCLM and Zhou Yi Eight Trigrams

    Article • International Journal of Bio-Inspired Computation, January 2023, Inderscience Publishers

    Professor/PhD Supervisor/SMIEEE Yang Li

  15. Harnessing Collective Learning to Microgrids More Efficiently Without Risking Data Security

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  16. Wind power forecasting considering data privacy protection: A federated deep reinforcement learning approach

    Article • Applied Energy, January 2023, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  17. Data encryption based on a 9D complex chaotic system with quaternion for smart grid

    Article • Chinese Physics B, January 2023, Institute of Physics Publishing

    Professor/PhD Supervisor/SMIEEE Yang Li

  18. Teamwork Between Data Centers and Hydrogen Storage to Smartly Use Extra Green Energy

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

    Professor/PhD Supervisor/SMIEEE Yang Li, Professor Leijiao Ge

  19. Balancing Low-Carbon Energy Systems Using Small Nuclear Units and Carbon Trading

    Article • Journal of Cleaner Production, December 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  20. Defending Smart Grids from Cyber Attacks with Secure Learning

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  21. Resilience assessment and improvement for electric power transmission systems against typhoon disasters: A data-model hybrid driven approach

    Article • Energy Reports, November 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  22. A BCS-GDE multi-objective optimization algorithm for combined cooling, heating and power model with decision strategies

    Article • Applied Thermal Engineering, August 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  23. Probabilistic load flow calculation of AC/DC hybrid system based on cumulant method

    Article • International Journal of Electrical Power & Energy Systems, July 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  24. A robust approach for the decomposition of high-energy-consuming industrial loads with deep learning

    Article • Journal of Cleaner Production, May 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  25. Multi-Source Data Processing and Fusion Method for Power Distribution Internet of Things Based on Edge Intelligence

    Article • Frontiers in Energy Research, April 2022, Frontiers

    Professor/PhD Supervisor/SMIEEE Yang Li

  26. Planning for Distributing Renewable Energy and Storage in Active Networks

    Article • Energy, April 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  27. A deep-Learning intelligent system incorporating data augmentation for STVS assessment

    Article • Applied Energy, February 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  28. Hierarchical stochastic scheduling of multi-community integrated energy systems in uncertain environments via Stackelberg game

    Article • Applied Energy, February 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  29. Editorial: New Solutions for Smart Grids With High-Penetration Distributed Energy Resources

    Article • Frontiers in Energy Research, January 2022, Frontiers

    Professor/PhD Supervisor/SMIEEE Yang Li

  30. scheduling of demand response-enabled microgrids via an analytical-heuristic approach

    Article • Journal of Cleaner Production, January 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  31. energy optimization strategy in smart buildings

    Article • Building and Environment, January 2022, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  32. Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach

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

    Professor/PhD Supervisor/SMIEEE Yang Li, Professor Leijiao Ge

  33. Frequency support scheme based on parametrized power curve for de-loaded wind turbine under various wind speed

    Article • Wind Engineering, July 2021, SAGE Publications

    Professor/PhD Supervisor/SMIEEE Yang Li

  34. A Stackelberg game-based scheduling framework for integrated energy systems

    Article • Energy Conversion and Management, May 2021, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  35. cyber and physical data fusion for detecting attacks on a Cyber-Physical Power System

    Article • Frontiers in Energy Research, April 2021, Frontiers

    Professor/PhD Supervisor/SMIEEE Yang Li

  36. Robust Kalman filter-based dynamic state estimation of natural gas pipeline networks

    Article • Mathematical Problems in Engineering, March 2021, Hindawi Publishing Corporation

    Professor/PhD Supervisor/SMIEEE Yang Li

  37. A Deep Learning Approach for Assessing Short-Term Voltage Stability of Power Systems

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  38. Modeling Method for the Coupling Relations of Microgrid Cyber-Physical Systems

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  39. Leveraging federated learning for renewable scenario generation

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  40. Scheduling of Community Integrated Energy Systems with an Electric Vehicle Charging Station

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  41. Editorial: Enabling High-Penetration Renewable Integration Into a Smarter Grid

    Article • Frontiers in Energy Research, November 2020, Frontiers

    Professor/PhD Supervisor/SMIEEE Yang Li

  42. A Mini-Review on High-Penetration Renewable Integration Into a Smarter Grid

    Article • Frontiers in Energy Research, May 2020, Frontiers

    Professor/PhD Supervisor/SMIEEE Yang Li

  43. Analyzing the co-evolution of green technology diffusion and consumers’ pro-environmental attitudes: An agent-based model

    Article • Journal of Cleaner Production, May 2020, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  44. Indicator & crowding distance-based evolutionary algorithm for combined heat and power economic emission dispatch

    Article • Applied Soft Computing, May 2020, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  45. Leveraging inter-firm influence in the diffusion of energy efficiency technologies: An agent-based model

    Article • Applied Energy, April 2020, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  46. Improving operational flexibility of integrated energy system with uncertain renewable generations considering thermal inertia of buildings

    Article • Energy Conversion and Management, March 2020, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  47. Non-Intrusive Appliance Identification with Appliance-Specific Networks

    Article • IEEE Transactions on Industry Applications, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  48. Power Cyber-Physical System Risk Area Prediction Using Dependent Markov Chain and Improved Grey Wolf Optimization

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  49. Method for Extracting Patterns of Coordinated Network Attacks on Electric Power CPS Based on Temporal–Topological Correlation

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  50. Multi-Objective Optimal Reactive Power Dispatch of Power Systems by Combining Classification-Based Multi-Objective Evolutionary Algorithm and Integrated Decision Making

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  51. Security-Constrained Multi-Objective Optimal Power Flow for a Hybrid AC/VSC-MTDC System With Lasso-Based Contingency Filtering

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  52. Survivability Evaluation Method for Cascading Failure of Electric Cyber Physical System Considering Load Optimal Allocation

    Article • Mathematical Problems in Engineering, July 2019, Hindawi Publishing Corporation

    Professor/PhD Supervisor/SMIEEE Yang Li

  53. Optimisation and comprehensive evaluation of alternative energising paths for power system restoration

    Article • IET Generation Transmission & Distribution, May 2019, the Institution of Engineering and Technology (the IET)

    Professor/PhD Supervisor/SMIEEE Yang Li

  54. Optimal Scheduling of an Isolated Microgrid With Battery Storage Considering Load and Renewable Generation Uncertainties

    Article • IEEE Transactions on Industrial Electronics, February 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  55. Multi-objective optimal dispatch of isolated microgrids

    Article • IET Renewable Power Generation, January 2019, the Institution of Engineering and Technology (the IET)

    Professor/PhD Supervisor/SMIEEE Yang Li

  56. Robust Cubature Kalman Filter for Dynamic State Estimation of Synchronous Machines Under Unknown Measurement Noise Statistics

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  57. Controlled Islanding for a Hybrid AC/DC Grid With VSC-HVDC Using Semi-Supervised Spectral Clustering

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  58. Dynamic State Estimation of Generators Under Cyber Attacks

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  59. Incorporating Demand Response of Electric Vehicles in Scheduling of Isolated Microgrids With Renewables Using a Bi-Level Programming Approach

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  60. Two-Step Many-Objective Optimal Power Flow Based on Knee Point-Driven Evolutionary Algorithm

    Article • Processes, December 2018, MDPI AG

    Professor/PhD Supervisor/SMIEEE Yang Li

  61. Optimal scheduling of isolated microgrid with an electric vehicle battery swapping station in multi-stakeholder scenarios: A bi-level programming approach via real-time pricing

    Article • Applied Energy, December 2018, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  62. On the Disruptive Innovation Strategy of Renewable Energy Technology Diffusion: An Agent-Based Model

    Article • Energies, November 2018, MDPI AG

    Professor/PhD Supervisor/SMIEEE Yang Li

  63. A two-stage approach for combined heat and power economic emission dispatch: Combining multi-objective optimization with integrated decision making

    Article • Energy, November 2018, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  64. Online Static Security Assessment of Power Systems Based on Lasso Algorithm

    Article • Applied Sciences, August 2018, MDPI AG

    Professor/PhD Supervisor/SMIEEE Yang Li

  65. Social cognitive optimization with tent map for combined heat and power economic dispatch

    Article • International Transactions on Electrical Energy Systems, July 2018, Wiley

    Professor/PhD Supervisor/SMIEEE Yang Li

  66. Two-stage multi-objective OPF for AC/DC grids with VSC-HVDC: Incorporating decisions analysis into optimization process

    Article • Energy, March 2018, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  67. Method for Quantitative Estimation of the Risk Propagation Threshold in Electric Power CPS Based on Seepage Probability

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  68. Optimal distributed generation planning in active distribution networks considering integration of energy storage

    Article • Applied Energy, January 2018, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  69. A two-stage multi-objective optimal power flow algorithm for hybrid AC/DC grids with VSC-HVDC

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  70. The analysis of DC fault mode effects on MMC-HVDC system

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  71. Optimized hierarchical power oscillations control for distributed generation under unbalanced conditions

    Article • Applied Energy, May 2017, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  72. Application of EOS-ELM With Binary Jaya-Based Feature Selection to Real-Time Transient Stability Assessment Using PMU Data

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

    Professor/PhD Supervisor/SMIEEE Yang Li

  73. A Transient Fault Recognition Method for an AC-DC Hybrid Transmission System Based on MMC Information Fusion

    Article • Energies, December 2016, MDPI AG

    Professor/PhD Supervisor/SMIEEE Yang Li

  74. Application of Shannon Wavelet Entropy and Shannon Wavelet Packet Entropy in Analysis of Power System Transient Signals

    Article • Entropy, December 2016, MDPI AG

    Professor/PhD Supervisor/SMIEEE Yang Li

  75. Multi-objective Optimization Operation Considering Environment Benefits and Economy Based on Ant Colony Optimization for Isolated Micro-grids

    Article • Energy Procedia, December 2016, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  76. Optimized Secondary Control for Distributed Generation under Unbalanced Conditions

    Article • Energy Procedia, June 2016, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  77. Determination of Optimal Opening Scheme for Electromagnetic Loop Networks Based on Fuzzy Analytic Hierarchy Process

    Article • Mathematical Problems in Engineering, January 2016, Hindawi Publishing Corporation

    Professor/PhD Supervisor/SMIEEE Yang Li

  78. Rule Extraction Based on Extreme Learning Machine and an Improved Ant-Miner Algorithm for Transient Stability Assessment

    Article • PLoS ONE, June 2015, PLOS

    Professor/PhD Supervisor/SMIEEE Yang Li

  79. A Multifeature Fusion Approach for Power System Transient Stability Assessment Using PMU Data

    Article • Mathematical Problems in Engineering, January 2015, Hindawi Publishing Corporation

    Professor/PhD Supervisor/SMIEEE Yang Li

  80. Feature selection for transient stability assessment based on kernelized fuzzy rough sets and memetic algorithm

    Article • International Journal of Electrical Power & Energy Systems, January 2015, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li

  81. Optimized Extreme Learning Machine for Power System Transient Stability Prediction Using Synchrophasors

    Article • Mathematical Problems in Engineering, January 2015, Hindawi Publishing Corporation

    Professor/PhD Supervisor/SMIEEE Yang Li

  82. Bayesian multiple kernels learning-based transient stability assessment of power systems using synchronized measurements

    Article • January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  83. Fault Diagnosis of Transformer Based on Quantum-Behaved Particle Swarm Optimization-Based Least Squares Support Vector Machines

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  84. Single Phase Adaptive Reclosure of Transmission Lines Based on EMD Approximate Entropy and LS-SVM with BCC

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  85. Short-Term Load Forecasting Based on LS-SVM Optimized by BCC Algorithm

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor/PhD Supervisor/SMIEEE Yang Li

  86. Comparison of Algorithms for an Electronic Nose in Identifying Liquors

    Article • Journal of Bionic Engineering, September 2008, Elsevier

    Professor/PhD Supervisor/SMIEEE Yang Li