6 citations · 9 across the 5 of their papers we have counts for
4 papers · 1 filter
SEGSys: A mapping system for segmentation analysis in energy
Xiufeng Liu, Rongling Li, Yi Wang +1
Customer segmentation analysis can give valuable insights into the energy efficiency of residential buildings. This paper presents a mapping system, SEGSys that enables segmentatio…
Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas
Samiya Khan, Xiufeng Liu, Syed Arshad Ali +1
Big data systems development is full of challenges in view of the variety of application areas and domains that this technology promises to serve. Typically, fundamental design dec…
A Hybrid ICT-Solution for Smart Meter Data Analytics
Xiufeng Liu, Per Sieverts Nielsen
Smart meters are increasingly used worldwide. Smart meters are the advanced meters capable of measuring energy consumption at a fine-grained time interval, e.g., every 15 minutes.…
Regression-based Online Anomaly Detection for Smart Grid Data
Xiufeng Liu, Per Sieverts Nielsen
With the widely used smart meters in the energy sector, anomaly detection becomes a crucial mean to study the unusual consumption behaviors of customers, and to discover unexpected…