Data Organization and classification is critical for data mining.  Graphet Data Mining for Energy Data is organized to capture time series data for all energy systems and equipment.  This incorporates systems thinking and equipment classification to understand system and equipment archetypes that allow for learning and development of algorithms for uncovering insights from data mining and visualization.

a.  Systems, Equipment, Parameters, Units, Location (SEPUL) concept and Energy Flow Map

b. Equipment Data Base organization

c. Flow diagrams and Energy Balance Structures