activity
20222026
most citedChance-Constrained Generic Energy Storage Operations under Decision-Dependent Uncertainty

46 citations · 71 across the 9 of their papers we have counts for

collaborators

9 papers

eess.SY2026

A Process-Aware Demand Response Evaluation Framework for Hydrogen-Integrated Zero-Carbon Steel Plants Coupled with Methanol Production

Qiang Ji, Lin Cheng, Yue Zhou +4

High penetration of renewables (RES) and the retirement of thermal units aggravate flexibility scarcity in power systems. Hydrogen-based low-carbon steel production systems possess…

eess.SY2026

Full Timescale Hierarchical MPC-MTIP Framework for Hybrid Energy Storage Management in Low-Carbon Industrial Microgrid

Daniyaer Paizulamu, Lin Cheng, Ning Qi +2

Uncertainties in balancing generation and load in low-carbon industrial microgrids (IMGs) make hybrid energy storage systems (HESS) crucial for their stable and economic operation.…

eess.SY2025

Real-Time Peer-to-Peer Energy Trading for Multi-Microgrids: Improved Double Auction Mechanism and Prediction-Free Online Trading Approach

Kaidi Huang, Lin Cheng, Yue Zhou +4

Peer-to-peer energy trading offers a promising solution for enhancing renewable energy utilization and economic benefits within interconnected microgrids. However, existing real-ti…

math.OC2025

Quantum Learning and Estimation for Coordinated Operation between Distribution Networks and Energy Communities

Yingrui Zhuang, Lin Cheng, Yuji Cao +4

Price signals from distribution networks (DNs) guide energy communities (ECs) in adjusting their energy usage, enabling effective coordination for reliable power system operation.…

eess.SY2025

A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty

Yingrui Zhuang, Lin Cheng, Can Wan +3

Prediction deviations of different uncertainties have varying impacts on downstream decision-making. Improving the prediction accuracy of critical uncertainties with significant im…

math.OC2024★ 24 cited

Real-time Hosting Capacity Assessment for Electric Vehicles: A Sequential Forecast-then-Optimize Method

Yingrui Zhuang, Lin Cheng, Ning Qi +2

Hosting capacity (HC) assessment for electric vehicles (EVs) is crucial for EV secure integration and reliable power system operation. Existing methods primarily focus on a long-te…

eess.SY2024★ 1 cited

Grid-Aware Real-Time Dispatch of Microgrid with Generalized Energy Storage: A Prediction-Free Online Optimization Approach

Kaidi Huang, Lin Cheng, Ning Qi +3

This paper proposes a novel prediction-free two-stage coordinated dispatch framework for the real-time dispatch of grid-connected microgrid with generalized energy storages (GES).…

q-fin.RM2022

Risk Assessment with Generic Energy Storage under Exogenous and Endogenous Uncertainty

Ning Qi, Lin Cheng, Yuxiang Wan +2

Current risk assessment ignores the stochastic nature of energy storage availability itself and thus lead to potential risk during operation. This paper proposes the redefinition o…

math.OC2022★ 46 cited

Chance-Constrained Generic Energy Storage Operations under Decision-Dependent Uncertainty

Ning Qi, Pierre Pinson, Mads R. Almassalkhi +2

Compared with large-scale physical batteries, aggregated and coordinated generic energy storage (GES) resources provide low-cost, but uncertain, flexibility for power grid operatio…