47 citations · 204 across the 71 of their papers we have counts for
11 papers · 1 filter
Wholesale Electricity Price Forecasting using Integrated Long-term Recurrent Convolutional Network Model
Vasudharini Sridharan, Mingjian Tuo, Xingpeng Li
Electricity price is a key factor affecting the decision-making for all market participants. Accurate forecasting of electricity prices is very important and is also very challengi…
Long-Term Recurrent Convolutional Network-based Inertia Estimation using Ambient Measurements
Mingjian Tuo, Xingpeng Li
Conventional synchronous machines are gradually replaced by converter-based renewable resources. As a result, synchronous inertia, an important time-varying quantity, has substanti…
Neural Network-based Power Flow Model
Thuan Pham, Xingpeng Li
Power flow analysis is used to evaluate the flow of electricity in the power system network. Power flow calculation is used to determine the steady-state variables of the system, s…
Optimal Allocation of Virtual Inertia Devices for Enhancing Frequency Stability in Low-Inertia PowerSystems
Mingjian Tuo, Xingpeng Li
As renewable resources gradually replace conventional generation based synchronous machines, the dynamics of the modern grid changes significantly and the system synchronous inerti…
Machine Learning Assisted Approach for Security-Constrained Unit Commitment
Arun Venkatesh Ramesh, Xingpeng Li
Security-constrained unit commitment (SCUC) is solved for power system day-ahead generation scheduling, which is a large-scale mixed-integer linear programming problem and is very…
Quantitative Analysis of Demand Response Using Thermostatically Controlled Loads
Praveen Dhanasekar, Cunzhi Zhao, Xingpeng Li
The flexible power consumption feature of thermostatically controlled loads (TCLs) such as heating, ventilation, and air-conditioning (HVAC) systems makes them attractive targets f…
Optimal Skeleton Network Reconfiguration considering Topological Characteristics and Transmission Path
Jin Lu, Xingpeng Li
Power system restoration can be divided into three stages: black-start, network reconfiguration, and load restoration. A skeleton-network should be restored in the second stage to…
Security-Constrained Unit Commitment Con-sidering Locational Frequency Stability in Low-Inertia Power Grids
Mingjian Tuo, Xingpeng Li
With increasing installation of wind and solar generation, conventional synchronous generators in power systems are gradually displaced resulting in a significant reduction in syst…
A Novel Real-Time Energy Management Strategy for Grid-Supporting Microgrid: Enabling Flexible Trading Power
Cunzhi Zhao, Xingpeng Li
In recent years, there has been significant growth of distributed energy resources (DERs) penetration in the power grid. The stochastic and intermittent features of variable DERs s…
A Verifiable Framework for Cyber-Physical Attacks and Countermeasures in a Resilient Electric Power Grid
Zhigang Chu, Andrea Pinceti, Ramin Kaviani +10
In this paper, we investigate the feasibility and physical consequences of cyber attacks against energy management systems (EMS). Within this framework, we have designed a complete…
Network Reconfiguration Impact on Renewable Energy System and Energy Storage System in Day-Ahead Scheduling
Arun Venkatesh Ramesh, Xingpeng Li
Renewable energy sources (RES) has gained significant interest in recent years. However, due to favourable weather conditions, the RES is installed in remote locations with limited…