A Generic Online Nonparametric Monitoring and Sampling Strategy for High-Dimensional Heterogeneous Processes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2022.3146391
Abstract: With the rapid advancement of in-process measurements and sensor technology driven by zero-defect manufacturing applications, high-dimensional heterogeneous processes that continuously collect distinct physical characteristics frequently appear in modern industries. Such large-volume high-dimensional data place a… read more here.
Keywords: data streams; monitoring sampling; dimensional heterogeneous; heterogeneous processes ... See more keywords
A Monitoring and Sampling Platform for Air Pollutants on a Rotary-Wing Unmanned Aerial Vehicle: Development and Application
Sign Up to like & getrecommendations! Published in 2025 at "Atmosphere"
DOI: 10.3390/atmos16050613
Abstract: Complex air pollution, including particulate matter and ozone, is a significant environmental issue in China, with volatile organic compounds (VOCs) as key precursors. Traditional ground-based monitoring methods struggle to capture the vertical distribution and changes… read more here.
Keywords: monitoring sampling; air; unmanned aerial; sampling platform ... See more keywords