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- Berry, Adam, et al. Show all 3 Authors
- Applied energy 2019 v.237 pp. 11-24
- consumers (people); data collection; electricity; market segmentation; models; time series analysis
- ... Clustering of electricity customers supports effective market segmentation and management. The literature suggests the clustering of residential customers by their load characteristics. The key challenge is the application of appropriate processes to reduce the extreme dimensionality of load time series to facilitate unique clusters. Time feature extraction is a potential remedy, however, it is li ...