As stated in the LEED Reference Guide, the following items must be monitored:

lighting systems and controls
constant and variable motor loads
variable-frequency-drive operation
chiller efficiency at variable loads
cooling load
air and water economizer and heat recovery cycles
air distribution static pressures and ventilation air volumes
boiler efficiencies
building-related process energy systems and equipment
indoor water risers and outdoor irrigation system.