Journal Articles 34
- 2026N. Qi, Y. Baker, and B. Xu, “Online Dispatch of Multi-duration Energy Storage in Low-carbon Microgrid with Explainable Reference Learning,” Applied Energy, vol. 412, 127725, 2026. Cited by 4
- 2026K. Huang, L. Cheng, N. Qi*, D. W. Gao, A. Mujeeb, and Q. Guo, “Grid-Aware Real-Time Dispatch of Microgrid with Generalized Energy Storage: A Prediction-Free Online Optimization Approach,” IEEE Transactions on Smart Grid, vol. 17, no. 2, pp. 892–909, 2026. Cited by 9
- 2026N. Qi, X. Jin*, K. Hou, Z. Liu, H. Jia, W. Wei, and M.-Y. Chow, “Privacy-Preserving Opportunity Cost Bounds for Efficient Energy Storage Market Coordination,” IEEE Transactions on Industrial Informatics, 2026. Cited by 2
- 2026K. Huang, L. Cheng, Y. Zhou, F. Shi, Y. Xi, Y. Zhuang, and N. Qi*, “Real-time Peer-to-peer Energy Trading for Multi-microgrids: Improved Double Auction Mechanism and Prediction-free Online Trading Approach,” Applied Energy, vol. 413, 127769, 2026. Cited by 3
- 2026Z. Li, H. Liang, N. Qi, Y. Chen, H. Lai, Z. Wei, and Q. Wang, “Exact Analytical Solution for Self-Scheduling of Energy Storage with Piecewise Objective and Energy Loss Functions,” IEEE Transactions on Smart Grid, 2026.
- 2026X. Lan, H. Jiang, X. Jiang, M. Andersson, G. Strbac, N. Qi, Y. Fang, E. Du, and N. Zhang, “Risk-aware Resistance Enhancement for Integrated Heat and Power Supply Driven by Physics-informed Meteorological Data,” Applied Energy, vol. 424, 128469, 2026.
- 2026Y. Zhuang, L. Cheng, N. Qi*, M. R. Almassalkhi, and F. Liu, “An Iterative Problem-Driven Scenario Reduction Framework for Stochastic Optimization with Conditional Value-at-Risk,” Electric Power Systems Research, vol. 263, 113730, 2026 (PSCC 2026). Cited by 2
- 2026Y. Zhuang, L. Cheng, Y. Cao, T. Li, N. Qi, Y. Xu, and Y. Chen*, “Quantum Learning and Estimation for Distribution Networks and Energy Communities Coordination,” CSEE Journal of Power and Energy Systems, 2026. Cited by 1
- 2025N. Qi, P. Pinson, M. R. Almassalkhi, Y. Zhuang, Y. Su, and F. Liu*, “Capacity Credit Evaluation of Generalized Energy Storage Considering Strategic Capacity Withholding and Decision-Dependent Uncertainty,” Applied Energy, vol. 397, 126310, 2025. Cited by 17
- 2025N. Qi, K. Huang, Z. Fan, and B. Xu, “Long-term Energy Management for Microgrid with Hybrid Hydrogen–Battery Energy Storage: A Prediction-free Coordinated Optimization Framework,” Applied Energy, vol. 377, 124485, 2025. ESI Highly Cited & Hot Paper Cited by 153
- 2025N. Qi and B. Xu, “Locational Energy Storage Bid Bounds for Facilitating Social Welfare Convergence,” IEEE Transactions on Energy Markets, Policy and Regulation, vol. 3, no. 4, pp. 486–497, 2025. Cited by 24
- 2025Y. Zhuang, L. Cheng, N. Qi*, M. R. Almassalkhi, and F. Liu, “Problem-Driven Scenario Reduction Framework for Power System Stochastic Operation,” IEEE Transactions on Power Systems, vol. 40, no. 4, pp. 3232–3246, 2025. Cited by 44
- 2025Y. Zhuang, L. Cheng, N. Qi, X. Wang, and Y. Chen, “Real-time Hosting Capacity Assessment for Electric Vehicles: A Sequential Forecast-then-Optimize Method,” Applied Energy, vol. 380, 125034, 2025. Cited by 23
- 2025Y. Zhuang, L. Cheng, C. Wan, R. Xie, N. Qi, and Y. Chen*, “A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty,” IEEE Transactions on Power Systems, 2025. Cited by 8
- 2025Y. Su, P. Yang, K. Kang, Z. Wang, N. Qi, T. Liu, and F. Liu*, “Sharing Energy in Wider Area: A Two-layer Energy Sharing Scheme for Massive Prosumers,” Applied Energy, vol. 392, 125968, 2025. Cited by 6
- 2025D. Paizulamu, L. Cheng, H. Xu, Y. Zhuang, N. Qi, and S. Ci, “LiFePO$_4$ Battery SOC Estimation under OCV–SOC Curve Error Based on Adaptive Multimodel Kalman Filter,” IEEE Transactions on Transportation Electrification, vol. 11, no. 4, pp. 8833–8846, 2025. Cited by 35
- 2025K. Kang, Y. Su, P. Yang, Z. Wang, Y. Zhang, N. Qi, and F. Liu*, “Understanding Cross-market Strategic Behaviors of Prosumers: An Equilibrium-driven Evolutionary Game Approach,” Journal of Cleaner Production, 145345, 2025. Cited by 2
- 2024N. Qi, A. Hussain, A. Mujeeb, Z. Javid, S. Zeb, and S. Wu, “Mitigation of Overvoltage in LVDC Distribution System with Constant Power Load Using Generic Energy Storage System,” Journal of Energy Storage, vol. 95, 112554, 2024. Cited by 2
- 2023N. Qi, P. Pinson, M. R. Almassalkhi, L. Cheng, and Y. Zhuang, “Chance-Constrained Generic Energy Storage Operations under Decision-Dependent Uncertainty,” IEEE Transactions on Sustainable Energy, vol. 14, no. 4, pp. 2234–2248, 2023. Cited by 61
- 2023N. Qi, L. Cheng, H. Li, Y. Zhao, and H. Tian, “Portfolio Optimization of Generic Energy Storage-based Virtual Power Plant under Decision-dependent Uncertainties,” Journal of Energy Storage, vol. 63, 107000, 2023. Cited by 27
- 2023齐宁, 程林, 刘锋, “计及决策依赖不确定性的广义储能可信容量评估,” 《电网技术》, 2023, 47(12): 4916–4925. Cited by 18 (CNKI)
- 2023庄颖睿, 程林, 齐宁*, 陈卫东, 吴晓锐, 姚知洋, “基于深度时间聚类的微电网典型场景生成方法,” 《电力系统自动化》, 2023, 47(20): 95–103. Cited by 32 (CNKI)
- 2022N. Qi, L. Cheng, Y. Zhuang, Y. Zhou, Y. Zhang, and C. Zhu, “Reliability Assessment and Improvement of Distribution System with Virtual Energy Storage under Exogenous and Endogenous Uncertainty,” Journal of Energy Storage, vol. 56, 105993, 2022. Cited by 25
- 2022L. Cheng, Y. Wan*, N. Qi, and Y. Zhou, “Coordinated Operation Strategy of Distribution Network with the Multi-station Integrated System Considering the Risk of Controllable Resources,” International Journal of Electrical Power & Energy Systems, vol. 137, 107793, 2022. Cited by 17
- 2022S. Ma, T. Xiang, K. Hou, Z. Liu*, P. Tang, and N. Qi, “Spatial–temporal Optimal Dispatch of Mobile Energy Storage for Emergency Power Supply,” Energy Reports, vol. 8, pp. 322–329, 2022. Cited by 27
- 2022云秋晨, 田立亭, 齐宁, 张放, 程林, “基于投资组合理论的虚拟电厂资源优化组合方法,” 《电力系统自动化》, 2022, 46(01): 146–154. Cited by 58 (CNKI)
- 2021程林, 万宇翔, 齐宁, 田立亭, “含多种分布式资源的配用电系统运行可靠性研究评述及展望,” 《电力系统自动化》, 2021, 45(22): 191–207. Cited by 59 (CNKI)
- 2020N. Qi, L. Cheng, H. Xu, K. Wu, X. Li, Y. Wang, and R. Liu, “Smart Meter Data-driven Evaluation of Operational Demand Response Potential of Residential Air Conditioning Loads,” Applied Energy, vol. 279, 115708, 2020. Cited by 123
- 2020N. Qi, L. Cheng, H. Xu, Z. Wang, and X. Zhou, “Practical Demand Response Potential Evaluation of Air-conditioning Loads for Aggregated Customers,” Energy Reports, vol. 6, pp. 71–81, 2020. Cited by 30
- 2020H. Xu, L. Cheng, N. Qi, and X. Zhou, “Peak Shaving Potential Analysis of Distributed Load Virtual Power Plants,” Energy Reports, vol. 6, pp. 515–525, 2020. Cited by 18
- 2020齐宁, 程林, 田立亭, 郭剑波, 黄仁乐, 王存平, “考虑柔性负荷接入的配电网规划研究综述与展望,” 《电力系统自动化》, 2020, 44(10): 193–207. Best PaperCNKI Highly Cited Cited by 250 (CNKI)
- 2019程林, 齐宁*, 田立亭, “考虑运行控制策略的广义储能资源与分布式电源联合规划,” 《电力系统自动化》, 2019, 43(10): 27–40. Best PaperCNKI Highly Cited Cited by 121 (CNKI)
- 2019袁博, 程林, 陈亮, 齐宁*, 秦良栋, 王颖, “考虑元件运行可靠性的电网脆弱性评估方法,” 《电力系统及其自动化学报》, 2019, 31(8): 102–107. Cited by 29 (CNKI)
- 2017齐宁, 许哲翔, 张强*, “积分变换法在求解静电场边值问题中的应用,” 《电气电子教学学报》, 2017, 39(2): 79–82. Cited by 12 (CNKI)
Manuscripts Under Review 3
- E. Cohn, N. Qi*, U. Lall, and B. Xu, “Real-time Coordination of Cascaded Hydroelectric Generation under Decision-Dependent Uncertainties,” IEEE Transactions on Sustainable Energy Under Review.
- D. Paizulamu, L. Cheng, N. Qi*, Z. Li, and N. D. Hatziargyriou, “Full Timescale Hierarchical MPC-MTIP Framework for Hybrid Energy Storage Management in Low-Carbon Industrial Microgrid,” IEEE Transactions on Sustainable Energy Under Review.
- Q. Ji, L. Cheng, F. Shi*, J. Li, Y. Zhou, N. Qi, and Y. Xi, “Dynamic Socioeconomic Event-Aware Load Forecasting: An LLM-Empowered Architecture Integrating Temporal Decomposition and Cross-Modal Attention Mechanism,” Protection and Control of Modern Power Systems Under Review.
Conference Papers 25
- 2026D. Paizulamu, L. Cheng, K. Huang, P. He, and N. Qi, “Optimal Configuration of Full-Timescale Hybrid Energy Storage for Industrial Microgrid Under a Two-Part Tariff,” IEEE International Conference on Power and Integrated Energy Systems (ICPIES), 2026.
- 2026E. Logan, N. Qi*, and B. Xu, “Nonparametric Kernel Regression for Coordinated Energy Storage Peak Shaving with Stacked Services,” IEEE PES General Meeting, 2026.
- 2026Y. Baker, N. Qi*, M. Yi, and B. Xu, “Bellman-Consistent Reduced-Dimension Representation of Energy Storage Value Functions for Accelerated Computation,” Proc. 17th ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2026.
- 2025N. Ma, N. Zheng, N. Qi*, and B. Xu, “Comparative Withholding Behavior Analysis of Historical Energy Storage Bids in California,” IEEE PES General Meeting, 2025. Cited by 8
- 2025E. Cohn, N. Qi*, U. Lall, and B. Xu, “A Lagrangian-Informed Long-Term Dispatch Policy for Coupled Hydropower and Photovoltaic Systems,” IEEE PES General Meeting, 2025. Cited by 3
- 2024N. Qi, L. Cheng, K. Huang, A. Mujeeb, F. Liu*, and P. Pinson, “Reliability-Aware Probabilistic Reserve Procurement under Decision-Dependent Uncertainty,” IEEE PES General Meeting, 2024. Best Paper Award Cited by 3
- 2024K. Huang, L. Cheng, N. Qi*, Q. Ji, and D. W. Gao, “Security-Aware Coordinated Dispatch of Microgrid: An Adaptive Online Optimization Approach,” IEEE PES General Meeting, 2024. Cited by 1
- 2024K. Kang, Y. Su, N. Qi, T. Liu, and F. Liu*, “Enforcing Nonanticipativity via Controlled Evolution: A Two-Layer Framework for Chance-Constrained Dispatch of Power Systems with High-Share Renewable Generation,” IEEE PES General Meeting, 2024. Cited by 4
- 2024A. Mujeeb, Z. Hu*, R. Diao, N. Qi, and Z. Bao, “Ramp-reference Track Algorithm for the Provision of AGC Dispatch through VPP in Frequency Regulation Market,” IEEE PES General Meeting, 2024. Cited by 1
- 2023N. Qi, L. Cheng, H. Li, Y. Zhuang, L. Hao, and F. Liu, “Capacity Credit Evaluation of Generic Energy Storage under Decision-dependent Uncertainty,” IEEE PES ISGT Europe, 2023. Cited by 7
- 2023Y. Zhuang, L. Cheng, N. Qi*, H. Li, Z. Li, and C. Wang, “Optimal Energy Management for Multi-Microgrid System Based on Stackelberg Game,” IEEE PES ISGT Europe, 2023. Cited by 3
- 2023K. Huang, L. Cheng, N. Qi, H. Xu, and E. Zhao, “An Online Convex Optimization Method for Optimal Dispatch of Microgrid,” IEEE International Conference on Energy Technologies for Future Grids (ETFG), 2023.
- 2022N. Qi, L. Cheng, Y. Wan, Y. Zhuang, and Z. Liu, “Risk Assessment with Generic Energy Storage under Exogenous and Endogenous Uncertainty,” IEEE PES General Meeting, 2022. Cited by 1
- 2021Y. Wan, L. Cheng, H. Xu, N. Qi, and L. Tian, “Photovoltaic Generation Scenario Analysis Considering Irradiation Uncertainty and Output Derating Probability,” IEEE Conference on Energy Internet and Energy System Integration (EI²), 2021. Cited by 4
- 2020N. Qi, L. Cheng, F. Liu, X. Zhou, and F. You, “Optimal Mechanism Design for Incentive-Based Demand Response Based on Stackelberg Game,” IEEE Sustainable Power and Energy Conference (iSPEC), 2020. Cited by 5
- 2020X. Zhou, L. Cheng, Y. Wan, N. Qi, L. Tian, and F. You, “Research on Lithium-ion Battery Safety Risk Assessment Based on Measured Information,” IEEE Sustainable Power and Energy Conference (iSPEC), 2020. Cited by 8
- 2019N. Qi, L. Cheng, Y. Jiang, J. Luo, K. Sun, D. Wang, L. Cheng, and Q. Wang, “Reliability Assessment of Generation and Transmission Systems Considering Multi-Form Access of Source-Network-Load-Storage,” IEEE Sustainable Power and Energy Conference (iSPEC), 2019. Cited by 2
- 2019N. Qi, L. Cheng, Y. Jiang, J. Luo, K. Sun, D. Wang, W. Wang, and W. Sun, “Vulnerability Assessment Based on Operational Reliability Weighted and Preventive Planning,” IEEE Sustainable Power and Energy Conference (iSPEC), 2019. Cited by 3
- 2019L. Cheng, N. Qi*, Y. Guo, N. Liu, and W. Wei, “Potential Evaluation of Distributed Energy Resources with Affine Arithmetic,” IEEE Innovative Smart Grid Technologies – Asia (ISGT Asia), 2019. Cited by 4
- 2018L. Cheng, X. Wang, N. Qi*, L. Tian, and H. Liu, “Joint Planning of Distribution Networks with Demand Side Response and Distributed Generation Considering Operation-Control Strategy,” International Conference on Power System Technology (POWERCON), 2018. Cited by 4
- 2018L. Cheng, N. Qi*, L. Wei, S. Xu, and Q. Liu, “Power and Energy Balance of Active Distribution Network Considering Operation-Control Strategy,” IEEE Conference on Energy Internet and Energy System Integration (EI²), 2018. Cited by 4
- 2018L. Cheng, N. Qi*, L. Tian, R. Li, and S. Sun, “Exploration on the Value Innovation of Energy Internet Demonstration Park,” IEEE Conference on Energy Internet and Energy System Integration (EI²), 2018. Cited by 1
- 2018W. Yang, L. Cheng, N. Qi*, Y. Liu, and X. Wang, “Review on Distribution Network Planning Methods Considering Large-scale Access of Flexible Load,” IEEE Conference on Energy Internet and Energy System Integration (EI²), 2018. Cited by 8
- 2018H. Kong, Y. Luo, X. Huang, L. Cheng, L. Tian*, and N. Qi, “Operation Strategy Selection of a District Multi-energy System Based on Environmental Impact,” IEEE Conference on Energy Internet and Energy System Integration (EI²), 2018. Cited by 2
- 2017L. Cheng, N. Qi*, F. Zhang, H. Kong, and X. Huang, “Energy Internet: Concept and Practice Exploration,” IEEE Conference on Energy Internet and Energy System Integration (EI²), 2017. Cited by 62