Load Forecasting - Purpose, Classification And Procedure

What is Load Forecasting?

Electrical energy cannot currently be stored in large amounts. It has to be generated whenever there is a demand for it. It is, therefore, imperative for the electric power utilities that the load on their systems should be estimated in advance.

The estimation of the active load at various load buses in advance is commonly known as load forecasting.

Load forecasting plays an important role in power system planning, operation, and control.

Planning and operational applications of load forecasting require a certain ‘lead time’ also called forecasting intervals.

Power system expansion planning starts with a forecast of anticipated future load requirements. The estimation of both demand and energy requirements is crucial to effective system planning. Demand predictions are used for determining the generation capacity, transmission, and distribution system additions, etc.

Load forecasts are also used to establish procurement policies for construction capital energy forecasts, which are needed to determine future fuel requirements. Thus, a good forecast, reflecting the present and future trends, is the key to all planning.

Purpose of Load Forecasting

The following are some of the purposes of load forecasting.

For proper planning of the power system.
For proper planning of transmission and distribution facilities.
For proper power system operation.
For proper ﬁnancing.
For proper manpower development.
For proper grid formation.
For proper electrical sales.

Classification of Load Forecasting

The load forecasting can be classiﬁed as:

Demand Forecasting and
Energy Forecasting

Demand Forecasting

This is used to determine the capacity of the generation, transmission, and distribution system additions. Future demand can be predicted on the basis of a fast rate of growth of demand from past history and government policy. This will give the expected rate of growth of load.

Energy Forecasting

This is used to determine the type of facilities required, i.e., future fuel requirements.

Forecasting Procedure

Depending on the time period of interest, a speciﬁc forecasting procedure may be classified as:

Short term
Medium (intermediate) term.
Long term technique.

For day-to-day operation, covering one day or a week, Short-Term forecasting is needed in order to commit enough generating capacity formatting the forecasting demand and for maintaining the required spinning reserve.

Long Term Forecast is done for 1-5 years in advance in order to prepare maintenance schedules of the generating units, planning the future expansion of the generating capacity, enter into an agreement for energy interchange with the neighboring utilities, etc.

Two approaches are available for this purpose –