Concepedia

Classification and characterization of intra-day load curves of PV and non-PV households using interpretable feature extraction and feature-based clustering

Maomao Hu, Dongjiao Ge, Rory Telford, Bruce Stephen, David Wallom

Sustainable Cities and Society · 2021 · 29 citations · 36 references

Concepts

Non-pv HouseholdsEngineeringData ScienceSmart GridSustainable EnergyEnergy ManagementCivil EngineeringEnergy ForecastingRooftop PhotovoltaicsIntra-day Load CurvesEnergy PredictionEnergy Demand ManagementRenewable Energy SystemsDemand ResponseInterpretable Feature Extraction

References

36

Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 19.8K citations

Cluster Computing, Cluster Development, Document Clustering +11

The Statistical Analysis of Compositional Data

J. Aitchison · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1982 · 3.1K citations

Mixture Distribution, Sample Space, Multivariate Analysis +14

Demand response and smart grids—A survey

Pierluigi Siano · Renewable and Sustainable Energy Reviews · 2013 · 2.3K citations

Electrical Engineering, Engineering, Smart Grid +6

Experiencing SAX: a novel symbolic representation of time series

Jessica Lin, Eamonn Keogh, Wei Li et al. · Data Mining and Knowledge Discovery · 2007 · 1.6K citations

Engineering, Data Mining, Temporal Pattern Recognition +4

Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges

Yi Wang, Qixin Chen, Tao Hong et al. · IEEE Transactions on Smart Grid · 2018 · 1.2K citations · Full text