144 citations · 263 across the 12 of their papers we have counts for
12 papers
BuildingGym: An open-source toolbox for AI-based building energy management using reinforcement learning
Xilei Dai, Ruotian Chen, Songze Guan +2
Reinforcement learning (RL) has proven effective for AI-based building energy management. However, there is a lack of flexible framework to implement RL across various control prob…
Vulnerability of Distributed Inverter VAR Control in PV Distributed Energy System
Bo Tu, Wen-Tai Li, Chau Yuen
This work studies the potential vulnerability of distributed control schemes in smart grids. To this end, we consider an optimal inverter VAR control problem within a PV-integrated…
Securing Smart Grids Through an Incentive Mechanism for Blockchain-Based Data Sharing
Daniel Reijsbergen, Aung Maw, Tien Tuan Anh Dinh +2
Smart grids leverage the data collected from smart meters to make important operational decisions. However, they are vulnerable to False Data Injection (FDI) attacks in which an at…
IIoT-Enabled Health Monitoring for Integrated Heat Pump System Using Mixture Slow Feature Analysis
Yan Qin, Wen-tai Li, Chau Yuen +2
The sustaining evolution of sensing and advancement in communications technologies have revolutionized prognostics and health management for various electrical equipment towards da…
Benchmarking air-conditioning energy performance of residential rooms based on regression and clustering techniques
Yuren Zhou, Clement Lork, Wen-Tai Li +2
Air conditioning (AC) accounts for a critical portion of the global energy consumption. To improve its energy performance, it is important to fairly benchmark its energy performanc…
Local Cyber-Physical Attack for Masking Line Outage and Topology Attack in Smart Grid
Hwei-Ming Chung, Wen-Tai Li, Chau Yuen +3
Malicious attacks in the power system can eventually result in a large-scale cascade failure if not attended on time. These attacks, which are traditionally classified into \emph{p…
IoT for Green Building Management
Wayes Tushar, Nipun Wijerathne, Wen-Tai Li +4
Buildings consume 60% of global electricity. However, current building management systems (BMSs) are highly expensive and difficult to justify for small to medium-sized buildings.…
Electric Vehicle Charge Scheduling Mechanism to Maximize Cost Efficiency and User Convenience
Hwei-Ming Chung, Wen-Tai Li, Chau Yuen +2
This paper investigates the fee scheduling problem of electric vehicles (EVs) at the micro-grid scale. This problem contains a set of charging stations controlled by a central aggr…
State Estimation in Smart Distribution System With Low-Precision Measurements
Jung-Chieh Chen, Hwei-Ming Chung, Chao-Kai Wen +2
Efficient and accurate state estimation is essential for the optimal management of the future smart grid. However, to meet the requirements of deploying the future grid at a large…
Local Cyber-physical Attack with Leveraging Detection in Smart Grid
Hwei-Ming Chung, Wen-Tai Li, Chau Yuen +2
A well-designed attack in the power system can cause an initial failure and then results in large-scale cascade failure. Several works have discussed power system attack through fa…
System Design of Internet-of-Things for Residential Smart Grid
Sanjana Kadaba Viswanath, Chau Yuen, Wayes Tushar +5
Internet-of-Things (IoTs) envisions to integrate, coordinate, communicate, and collaborate real-world objects in order to perform daily tasks in a more intelligent and efficient ma…
Location Identification of Power Line Outages Using PMU Measurements with Bad Data
Wen-Tai Li, Chao-Kai Wen, Jung-Chieh Chen +3
The use of phasor angle measurements provided by phasor measurement units (PMUs) in fault detection is regarded as a promising method in identifying locations of power line outages…