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Customer Services - RTP Load Forecasting Function

Contents

Narrative

The Load Forecasting function of RTP uses transmission and distribution information, energy schedules, weather, and past history to forecast loads on and interval-by-interval basis.  The forecast is used, in part, to develop the Base RTP calculation.

Periodically, the Market Timer, (the RTO/ISO market operations system or other market entity, depending upon the market design) forecasts power system conditions for a specific period, say the next 24 hours, based on energy schedules and prices already submitted, ancillary services available, weather conditions, day of the week, scheduled outage information from transmission and distribution operations, and real-time information from transmission and distribution operations, etc.

The Load Forecasting function uses historical load forecasts databases and combines that information about the energy generation schedules, transmission and distribution system constraints and ancillary services bids to estimate the load for areas within the system studied.  Various load forecasting packages approach the problem in different ways but all use these input and combine weather, time of the year, day of the week and other correlated variables to predict customer behavior for the specific settlement periods being forecasted.

Steps

#

Event

Name of Process/Activity

Description of
Process/Activity

Information Producer

Information
Receiver

Name of Info Exchanged

Additional Notes

IntelliGrid Architecture Environments

1.1

Market Timer initiates the forecast power system condition

 

Forecast power system conditions for the next “settlement” periods

 

 

 

 

Intra-Control Center

1.1.1

 

 

Load energy schedules from Energy Schedule Database.

Energy Schedule Database

 

Energy schedules

APIs needed between databases and application

Intra-Control Center

1.1.2

 

 

Load Ancillary services bids/offers from database

Ancillary Services Bids/Offers

 

Ancillary Services Bids

APIs needed between databases and application

Control Centers to ESPs

1.1.3

 

 

Load weather forecasts from Weather Service

Weather Service

 

 

Weather forecasts

Existing weather protocol  and weather format must be used

Intra-Control Center

1.1.4

 

 

Load historical load data a from historical load database

Historic Load Database

 

Historical load data

APIs needed between databases and application

Intra-Control Center

1.1.5

 

 

Load transmission system information for outages and constraints

Transmission System Data

 

Transmission outage and constraint data

Inter utility communications must be supported

Intra-Control Center

1.1.6

 

 

Load distribution system information for outages and constraints

Distribution System Data

 

Distribution outage and constraint data

Inter utility communications must be supported

Intra-Control Center

1.2

Completion of Load Forecasting application

 

Post results of load forecast to load forecast database for other applications to access (RTP base rate calculator)

Load Forecaster

Forecast Loads

Load Forecast

APIs needed between databases and application

Control Centers to ESPs

IntelliGrid Architecture
Copyright E2I and EPRI 2004