Chart: SP15 DAM vs RT LMP#

Day-Ahead Hourly LMP (step) against real-time 15-minute LMP at the SP15 hub.

Chart#

Sources: CAISO OASIS (PRC_RTPD_LMP)

Full Screen Chart

Description#

The two price legs of the DART spread at the SP15 trading hub, overlaid on one axis. The day-ahead LMP is drawn as an hourly step (one auction price per hour); the real-time 15-minute LMP is drawn as a line. The vertical distance between them in any hour is the raw material of the DART spread - the real-time series is visibly spikier because it absorbs forecast errors, outages, and weather surprises as they happen.

Formulas Used: N/A - the chart shows the two raw price legs; the derived spread is on the DART chart.

Data Cleaning Information: N/A - LMPs are used as published.

Notes#

  • Times are UTC.

  • Either series can be toggled via the legend.

Chart Specs#

Chart Name

SP15 DAM vs RT LMP

Chart ID

caiso_dam_vs_rt_sp15

Topic Tags

Lmp, Day-Ahead, Real-Time

Data Series Start Date

Data Frequency

Hourly / 15-min

Observation Period

Lag in Data Release

Data Release Timing

Seasonal Adjustment

Units

$/MWh

HTML Chart

HTML

Dataframe Manifest#

Dataframe Name

CAISO LMP Real-Time 15-Min

Dataframe ID

caiso_lmp_real_time_15_min

Data Sources

CAISO OASIS (PRC_RTPD_LMP)

Data Providers

CAISO

Links to Providers

http://oasis.caiso.com

Topic Tags

Lmp, Real-Time, Spreads

Type of Data Access

How is data pulled?

src/pulls/pull_caiso_lmp_real_time_15_min.py via the open-source gridstatus library

Data available up to (min)

Data available up to (max)

Dataframe Path

data\opensource\caiso_lmp_real_time_15_min.parquet

Linked Charts:

Pipeline Manifest#

Pipeline Name

Project-Lab-Energy-Weather-Natgas-Quanto-CAISO

Pipeline ID

CAISO

Lead Pipeline Developer

Brian Nguyen

Contributors

Brian Nguyen, Claire Kim

Git Repo URL

Pipeline Web Page

Pipeline Web Page

Date of Last Code Update

2026-08-27 10:08:05

OS Compatibility

Windows, Linux, macOS

Linked Dataframes

CAISO:caiso_lmp_day_ahead_hourly
CAISO:caiso_lmp_real_time_15_min
CAISO:caiso_lmp_real_time_5_min
CAISO:caiso_fuel_prices
CAISO:caiso_fuel_regions
CAISO:caiso_load
CAISO:caiso_load_hourly
CAISO:caiso_fuel_mix
CAISO:caiso_renewables_hourly
CAISO:caiso_curtailed_non_operational_generator_report
CAISO:caiso_outages_aggregated_hourly
CAISO:openmeteo_temperature_daily
CAISO:eia860m_generators
CAISO:us_ba_boundaries

Build Commands:

doit