468 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Tsinghua UniversityCN138 papers
- University Town of ShenzhenCN25 papers
- Tsinghua Shenzhen International Graduate SchoolCN23 papers
- Chinese Academy of SciencesCN21 papers
- Tencent (China)CN13 papers
- University of California, BerkeleyUS13 papers
- Peng Cheng LaboratoryCN10 papers
- Peking UniversityCN9 papers
- Southern University of Science and TechnologyCN9 papers
- University of ManchesterGB6 papers
- École Polytechnique Fédérale de LausanneCH5 papers
- Harbin Institute of TechnologyCN5 papers
17 papers · 1 filter
Reliability-Based Planning of Cable Layout for Offshore Wind Farm Electrical Collector System Considering Post-Fault Network Reconfiguration
Xiaochi Ding, Yunfei Du, Xinwei Shen +3
The electrical collector system (ECS) plays a crucial role in determining the performance of offshore wind farms (OWFs). Existing research has predominantly restricted ECS cable la…
Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations
Zongbao Zhang, Jiao Hao, Wenmeng Zhao +3
The rapid expansion of electric vehicles (EVs) has rendered the load forecasting of electric vehicle charging stations (EVCS) increasingly critical. The primary challenge in achiev…
Networked Multiagent Safe Reinforcement Learning for Low-carbon Demand Management in Distribution Network
Jichen Zhang, Linwei Sang, Yinliang Xu +1
This paper proposes a multiagent based bi-level operation framework for the low-carbon demand management in distribution networks considering the carbon emission allowance on the d…
A Robust Planning Model for Offshore Microgrid Considering Tidal Power and Desalination
Zhimeng Wang, Ang Xuan, Xinwei Shen +2
Increasing attention has been paid to resources on islands, thus microgrids on islands need to be invested. Different from onshore microgrids, offshore microgrids (OM) are usually…
Conservative Sparse Neural Network Embedded Frequency-Constrained Unit Commitment With Distributed Energy Resources
Linwei Sang, Yinliang Xu, Zhongkai Yi +3
The increasing penetration of distributed energy resources (DERs) will decrease the rotational inertia of the power system and further degrade the system frequency stability. To ad…
A Contextual Bandit Approach for Value-oriented Prediction Interval Forecasting
Yufan Zhang, Honglin Wen, Qiuwei Wu
Prediction interval (PI) is an effective tool to quantify uncertainty and usually serves as an input to downstream robust optimization. Traditional approaches focus on improving th…
Resilient expansion planning of virtual energy plant with an integrated energy system -- reliability criteria of lines and towers
Sambeet Mishra, Henri Manninen, Qiuwei Wu +1
Virtual power plants, while being virtual, rely on a physical network for operations. The portfolio of the virtual power plants is flexible in facilitating a wide range of resource…
A Guidance and Maneuvering Control System Design with Anti-collision Using Stream Functions with Vortex Flows for Autonomous Marine Vessels
Hongyu Zhou, Zhengru Ren, Mathias Marley +1
Autonomous marine vessels are expected to avoid inter-vessel collisions and comply with the international regulations for safe voyages. This paper presents a stepwise path planning…
A Conditional Value-at-Risk Based Planning Model for Integrated Energy System with Energy Storage and Renewables
Ang Xuan, Xinwei Shen, Qinglai Guo +1
Owing to the potential higher energy supply efficiency and operation flexibility, integrated energy system (IES), which usually includes electric power, gas and heating/cooling sys…
State Estimation for a Zero-Dimensional Electrochemical Model of Lithium-Sulfur Batteries
Zhijia Huang, Dong Zhang, Luis D. Couto +2
Lithium-sulfur (Li-S) batteries have become one of the most attractive alternatives over conventional Li-ion batteries due to their high theoretical specific energy density (2500 W…
Comparison of Cooperative Driving Strategies for CAVs at Signal-Free Intersections
Huile Xu, Christos G. Cassandras, Li Li +1
The properties of cooperative driving strategies for planning and controlling Connected and Automated Vehicles (CAVs) at intersections range from some that achieve highly efficient…
Adaptive Feedforward Neural Network Control with an Optimized Hidden Node Distribution
Qiong Liu, Dongyu Li, Shuzhi Sam Ge +1
Composite adaptive radial basis function neural network (RBFNN) control with a lattice distribution of hidden nodes has three inherent demerits: 1) the approximation domain of adap…
Distributed Optimal Frequency Control for Integrated Energy Systems with Electricity and Heat
Xin Qin, Xuan Zhang, Xinwei Shen +3
With more and more distributed energy resources (DERs) deployed in Integrated Energy Systems (IESs), frequency stability challenges the pursuit of reliability and efficiency. This…
Stability-certified reinforcement learning: A control-theoretic perspective
Ming Jin, Javad Lavaei
We investigate the important problem of certifying stability of reinforcement learning policies when interconnected with nonlinear dynamical systems. We show that by regulating the…
Generalized Master-Slave-Splitting Method and Application to Transmission-Distribution Coordinated Energy Management
Zhengshuo Li, Hongbin Sun, Qinglai Guo
Transmission-Distribution coordinated energy management (TDCEM) is recognized as a promising solution to the challenge of high DER penetration, but there is a lack of a distributed…
A Response-Function-Based Coordination Method for Transmission-Distribution-Coupled AC OPF
Zhengshuo Li, Qinglai Guo, Hongbin Sun +2
With distributed generation highly integrated into the grid, the transmission-distribution-coupled AC OPF (TDOPF) becomes increasingly important. This paper proposes a response-fun…
A Water Mass Method and Its Application to Integrated Heat and Electricity Dispatch Considering Thermal Dynamics
Yuwei Chen, Qinglai Guo, Hongbin Sun +3
Currently, most district heating networks are running in a heat-setting mode, limiting the adjustment of the electrical power of combined heat and power (CHP) units. By considering…