Forecast cube overview

The Forecast cube is the main analytical model in the Emissions Planning and Forecasting application, combining historical actuals with forecasted values in a multidimensional structure.

The Forecast cube combines historical actuals from IBM® ESG Suite with forecasted values that are created in Planning Analytics Workspace (PAW). The cube is a multidimensional table with dimensions and members:

Dimensions
Categories such as Location, Time, Utility type, Scenario, Version, and Measure.
Members
Items within a dimension, such as a specific site like "Grand Central."

Dimensions and members

Each value in the Forecast cube is defined by multiple dimensions:

Version
Actuals, Forecast, and Actuals + Forecast.

The Actuals version contains immutable values from Envizi ESG Suite up to a cut-off date set by a data modeler. Users can modify Forecast values through supported methods.

Scenario
Baseline, Target, Growth, and others.

Use the Scenario dimension to create different forecast sets under varying assumptions.

Location
Organizational or site hierarchy.
Utility type
Electricity, Gas, Water, Diesel.
Measure
Native units, CO₂ emissions, cost, and others.

Location, Utility type, and Measure are metadata dimensions that categorize and describe Envizi ESG Suite data.

Calendar
Time periods and years.