Choon Yik Tang
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View article: Effects of measurement data size on Bayesian updating of excavation-induced deflection
Effects of measurement data size on Bayesian updating of excavation-induced deflection Open
Quantifying uncertainty is crucial for enhancing the reliability of geotechnical engineering designs and reducing potential risks. Bayesian inference is commonly used for this purpose, yet the impact of measurement data size on updating re…
View article: Development and Validation of Home Comfort System for Total Performance Deficiency/Fault Detection and Optimal Comfort Control
Development and Validation of Home Comfort System for Total Performance Deficiency/Fault Detection and Optimal Comfort Control Open
In this project, we developed and tested a learning-based home thermal model that facilitates the operation of a model predictive control (MPC)-based optimization agent and an automated fault detection and diagnosis (AFDD) agent. The home …
View article: Evaluation of nonlinear control performance of air handling units under variable operation conditions using root distribution approach
Evaluation of nonlinear control performance of air handling units under variable operation conditions using root distribution approach Open
The control systems at Air handling units (AHUs) have nonlinear nature, resulting potentially in sluggish, aggressive, or oscillatory responses under variable operation conditions. This paper is to develop an approach for evaluating the no…
View article: Design and analysis of optimal pre-cooling in residential buildings
Design and analysis of optimal pre-cooling in residential buildings Open
View article: Analysis and Control of a Continuous-Time Bi-Virus Model
Analysis and Control of a Continuous-Time Bi-Virus Model Open
This paper studies a distributed continuous-time bi-virus model in which two competing viruses spread over a network consisting of multiple groups of individuals. Limiting behaviors of the network are characterized by analyzing the equilib…
View article: On the Analysis of a Continuous-Time Bi-Virus Model
On the Analysis of a Continuous-Time Bi-Virus Model Open
Motivated by the spread of opinions on different social networks, we study a distributed continuous-time bi-virus model for a system of groups of individuals. An in-depth stability analysis is performed for more general models than have be…
View article: Distributed Estimation of Graph Spectrum
Distributed Estimation of Graph Spectrum Open
In this paper, we develop a two-stage distributed algorithm that enables nodes in a graph to cooperatively estimate the spectrum of a matrix $W$ associated with the graph, which includes the adjacency and Laplacian matrices as special case…