Computational Engineering, Finance, and Science · Computer Science
An Approach for Assessing Clustering of Households by Electricity Usage
Ian Dent, Tony Craig, Uwe Aickelin, Tom Rodden
2014-09-03
Machine Learning · Computer Science
Variability of Behaviour in Electricity Load Profile Clustering; Who Does Things at the Same Time Each Day?
Ian Dent, Tony Craig, Uwe Aickelin, Tom Rodden
2014-09-04
Computational Engineering, Finance, and Science · Computer Science
The Application of a Data Mining Framework to Energy Usage Profiling in Domestic Residences using UK data
Ian Dent, Uwe Aickelin, Tom Rodden
2013-07-05
Machine Learning · Computer Science
Finding the creatures of habit; Clustering households based on their flexibility in using electricity
Ian Dent, Tony Craig, Uwe Aickelin, Tom Rodden
2013-07-09
Machine Learning · Computer Science
Machine Learning Approach to Uncovering Residential Energy Consumption Patterns Based on Socioeconomic and Smart Meter Data
Wenjun Tang, Hao Wang, Xian-Long Lee, Hong-Tzer Yang
2021-11-03
Human-Computer Interaction · Computer Science
Activity Detection And Modeling Using Smart Meter Data: Concept And Case Studies
Hao Wang, Gonzague Henri, Chin-Woo Tan, Ram Rajagopal
2021-03-11
Applications · Statistics
Anomaly Detection in Energy Usage Patterns
Henry Linder, Nalini Ravishanker, Ming-Hui Chen, David McIntosh +1
2021-02-09
Computers and Society · Computer Science
Understanding Electricity-Theft Behavior via Multi-Source Data
Wenjie Hu, Yang Yang, Jianbo Wang, Xuanwen Huang +1
2020-01-22
Computer Science and Game Theory · Computer Science
Near-optimal demand side management in retail electricity markets with coupling constraints via indirect mechanism design
Georgios Tsaousoglou, Konstantinos Steriotis, Nikolaos Efthymiopoulos, Konstantinos Smpoukis +1
2019-02-26
Computers and Society · Computer Science
Using consumer behavior data to reduce energy consumption in smart homes
Daniel Schweizer, Michael Zehnder, Holger Wache, Hans-Friedrich Witschel +2
2015-10-02
Other Computer Science · Computer Science
Energy Consumption Forecasting for Smart Meters
Anshul Bansal, Susheel Kaushik Rompikuntla, Jaganadh Gopinadhan, Amanpreet Kaur +1
2015-12-21
Applications · Statistics
Investigating Underlying Drivers of Variability in Residential Energy Usage Patterns with Daily Load Shape Clustering of Smart Meter Data
Ling Jin, C. Anna Spurlock, Sam Borgeson, Alina Lazar +4
2021-02-23
Computers and Society · Computer Science
Building power consumption datasets: Survey, taxonomy and future directions
Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
2020-09-18
Applied Physics · Physics
Data-Driven Load Profiles and the Dynamics of Residential Electric PowerConsumption
Mehrnaz Anvari, Elisavet Proedrou, Benjamin Schaefer, Christian Beck +2
2020-09-22