93 citations · 144 across the 8 of their papers we have counts for
8 papers
Chance-constrained Solar PV Hosting Capacity Assessment for Distribution Grids Using Gaussian Process and Logit Learning
Sel Ly, Anshuman Singh, Petr Vorobev +2
Growing penetration of distributed generation such as solar PV can increase the risk of over-voltage in distribution grids, affecting network security. Therefore, assessment of the…
Predicting and Optimizing for Energy Efficient ACMV Systems: Computational Intelligence Approaches
Deqing Zhai, Yeng Chai Soh
In this study, a novel application of neural networks that predict thermal comfort states of occupants is proposed with accuracy over 95%, and two optimization algorithms are propo…
CFD results calibration from sparse sensor observations with a case study for indoor thermal map
Chaoyang Jiang, Yeng Chai Soh, Hua Li +4
Current CFD calibration work has mainly focused on the CFD model calibration. However no known work has considered the calibration of the CFD results. In this paper, we take inspir…
A Bregman Splitting Algorithm for Distributed Optimization over Networks
Jinming Xu, Shanying Zhu, Yeng Chai Soh +1
We consider distributed optimization problems in which a group of agents are to collaboratively seek the global optimum through peer-to-peer communication networks. The problem ari…
Indoor occupancy estimation from carbon dioxide concentration
Chaoyang Jiang, Mustafa K. Masood, Yeng Chai Soh +1
This paper presents an indoor occupancy estimator with which we can estimate the number of real-time indoor occupants based on the carbon dioxide (CO2) measurement. The estimator i…
Distributed Inference for Relay-Assisted Sensor Networks With Intermittent Measurements Over Fading Channels
Shanying Zhu, Yeng Chai Soh, Lihua Xie
In this paper, we consider a general distributed estimation problem in relay-assisted sensor networks by taking into account time-varying asymmetric communications, fading channels…
Sensor placement by maximal projection on minimum eigenspace for linear inverse problems
Chaoyang Jiang, Yeng Chai Soh, Hua Li
This paper presents two new greedy sensor placement algorithms, named minimum nonzero eigenvalue pursuit (MNEP) and maximal projection on minimum eigenspace (MPME), for linear inve…
Distributed Parameter Estimation with Quantized Communication via Running Average
Shanying Zhu, Yeng Chai Soh, Lihua Xie
In this paper, we consider the parameter estimation problem over sensor networks in the presence of quantized data and directed communication links. We propose a two-stage algorith…