Pattern similarity-based methods for short-term load forecasting - Part 1: Principles

- Principles of the pattern similarity-based methods for STLF are described.
- Several functions mapping daily cycles of the load series into patterns are defined.
- Pattern similarity and features of the load time series are analyzed on examples.
- New approach simplifies the problem and enables us to develop effective STLF models.