Browsing by Subject "anomaly detection"
Now showing items 1-3 of 3
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Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study
( Association for Computing Machinery (ACM) , 2023 , Conference Paper)Sports facilities have exceptionally high energy demand due to the extensive operational requirements and high-occupancy seasonal rates. Towards promoting efficient energy usage and minimal losses, consumption anomaly ... -
Recommendation System Towards Residential Energy Saving Based on Anomaly Detection
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference Paper)This paper presents a recommender system to promote energy consumption reduction behaviors in residential buildings. The system exploits data stream processing methods jointly with machine learning algorithms on real-time ... -
Smart power consumption abnormality detection in buildings using micromoments and improved K-nearest neighbors
( John Wiley and Sons Ltd , 2021 , Article)Anomaly detection in energy consumption is a crucial step towards developing efficient energy saving systems, diminishing overall energy expenditure and reducing carbon emissions. Therefore, implementing powerful techniques ...