Online Unsupervised Occupancy Anticipation System Applied to Residential Heat Load Management
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3098631
Abstract: Human preferences and lifestyles significantly impact buildings’ energy consumption. Consequently, a better understanding of occupants’ behavior is crucial to decrease energy consumption and maintain occupants’ comfort. Occupant-centric control (OCC) strategies are effective approaches to fulfil… read more here.
Keywords: online unsupervised; unsupervised occupancy; occupancy; occupancy anticipation ... See more keywords
Online and Unsupervised Anomaly Detection for Streaming Data Using an Array of Sliding Windows and PDDs
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2019.2935066
Abstract: In this article, we propose an online and unsupervised anomaly detection algorithm for streaming data using an array of sliding windows and the probability density-based descriptors (PDDs) (based on these windows). This algorithm mainly consists… read more here.
Keywords: streaming data; online unsupervised; array; unsupervised anomaly ... See more keywords