461 citations · 781 across the 47 of their papers we have counts for
5 papers · 1 filter
More Informed Random Sample Consensus
Guoxiang Zhang, YangQuan Chen
Random sample consensus (RANSAC) is a robust model-fitting algorithm. It is widely used in many fields including image-stitching and point cloud registration. In RANSAC, data is un…
FaultFace: Deep Convolutional Generative Adversarial Network (DCGAN) based Ball-Bearing Failure Detection Method
Jairo Viola, YangQuan Chen, Jing Wang
Failure detection is employed in the industry to improve system performance and reduce costs due to unexpected malfunction events. So, a good dataset of the system is desirable for…
Digital Twin Enabled Smart Control Engineering as an Industrial AI: A New Framework and A Case Study
Jairo Viola, YangQuan Chen
In the way towards Industry 4.0, the complexity of the industrial systems increases due to the presence of multiple agents, Cyber-Physical Systems, distributed sensing, and big dat…
Information-Based Model Discrimination for Digital Twin Behavioral Matching
Jairo Viola, YangQuan Chen, Jing Wang
Digital Twin is a breaking technology that allows creating virtual representations of complex physical systems based on updated information of the system and its physical laws. How…
PHELP: Pixel Heating Experiment Learning Platform for Education and Research on IAI-based Smart Control Engineering
Jairo Viola, Carlos Rodriguez, YangQuan Chen
Thermal processes are one of the most common systems in the industry, making its understanding a mandatory skill for control engineers. So, multiple efforts are focused on developi…