1.4k citations · 1.9k across the 15 of their papers we have counts for
15 papers
Efficient Scheduling of Discrete Industrial Processes Through Continuous Modeling
Ruike Lyu, Xiangbo Su, Ershun Du +3
The resource-task network (RTN) model has been widely applied to represent the technical constraints of complex industrial processes (IPs) such as steel-making, providing the basis…
Production Scheduling Identification: An Inverse Optimization Approach for Industrial Load Modeling Using Smart Meter Data
Ruike Lyu, Hongye Guo, Qinghu Tang +2
To cost-effectively manage the supply-demand balance of the power system, the flexibility of industrial users could be harnessed through demand-side response. To minimize the negat…
Approximating Energy-Regulation Feasible Region of Virtual Power Plants: A Data-driven Inverse Optimization Approach
Ruike Lyu, Hongye Guo, Qixin Chen
System operators will probably allow virtual power plants (VPPs) to submit their feasible region (FR) for market clearing and dispatch. A VPP needs to determine its FR to submit as…
Co-optimizing Bidding and Power Allocation of an EV Aggregator Providing Real-time Frequency Regulation Service
Ruike Lyu, Hongye Guo, Kedi Zheng +2
The rapidly expanding scale of electric vehicle (EV) fleets and continuously decreasing battery costs are making vehicle-to-grid services a reality. In this paper, we study the int…
Electric Vehicle Charging Right Trading: Concept, Mechanism, and Methodology
Ruike Lyu, Yuxuan Gu, Qixin Chen
With the increasing penetration of electric vehicles (EVs), uncoordinated EV charging and the resulting chaos, disorder, and long waiting times at EV charging stations (EVCSs) will…
Computation-power Coupled Modeling for IDCs and Collaborative Optimization in ADNs
Chuyi Li, Kedi Zheng, Hongye Guo +2
The batch and online workload of Internet data centers (IDCs) offer temporal and spatial scheduling flexibility. Given that power generation costs vary over time and location, harn…
Optimal Energy Dispatch of Grid-Connected Electric Vehicle Considering Lithium Battery Electrochemical Model
Yuanbo Chen, Kedi Zheng, Yuxuan Gu +2
The grid-connected electric vehicles (EVs) serve as a promising regulating resource in the distribution grid with Vehicle-to-Grid (V2G) facilities. In the day-ahead stage, electric…
A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information
Kedi Zheng, Hongye Guo, Qixin Chen
This paper studies the pool strategy for price-makers under imperfect information. In this occasion, market participants cannot obtain essential transmission parameters of the powe…
Unsupervised Congestion Status Identification Using LMP Data
Kedi Zheng, Qixin Chen, Yi Wang +2
Having a better understanding of how locational marginal prices (LMPs) change helps in price forecasting and market strategy making. This paper investigates the fundamental distrib…
A Novel Combined Data-Driven Approach for Electricity Theft Detection
Kedi Zheng, Qixin Chen, Yi Wang +2
The two-way flow of information and energy is an important feature of the Energy Internet. Data analytics is a powerful tool in the information flow that aims to solve practical pr…
Coherent Hierarchical Probabilistic Forecasting of Electric Vehicle Charging Demand
Kedi Zheng, Hanwei Xu, Zeyang Long +2
The growing penetration of electric vehicles (EVs) significantly changes typical load curves in smart grids. With the development of fast charging technology, the volatility of EV…
Connection-Aware P2P Trading: Simultaneous Trading and Peer Selection
Cheng Feng, Kedi Zheng, Lanqing Shan +4
Peer-to-peer (P2P) trading is seen as a viable solution to handle the growing number of distributed energy resources in distribution networks. However, when dealing with large-scal…
Goal-Oriented Wireless Communication Resource Allocation for Cyber-Physical Systems
Cheng Feng, Kedi Zheng, Yi Wang +2
The proliferation of novel industrial applications at the wireless edge, such as smart grids and vehicle networks, demands the advancement of cyber-physical systems. The performanc…
A simplified electro-chemical lithium-ion battery model applicable for in situ monitoring and online control
Yuxuan Gu, Jianxiao Wang, Yuanbo Chen +4
The penetrations of lithium-ion batteries in transport, energy and communication systems are increasing rapidly. A meticulous model applicable for precise in-situ monitoring and co…
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges
Yi Wang, Qixin Chen, Tao Hong +1
The widespread popularity of smart meters enables an immense amount of fine-grained electricity consumption data to be collected. Meanwhile, the deregulation of the power industry,…