SET_RECOVERY_ENERGY
Settlements substitution recovery energy used
Column Schema
PARTICIPANTID
Unique identifier for the participant
For more information, see the dedicated documentation page.
SQL Type: VARCHAR2(20)
Polars Type: pl.Categorical
This column is mandatory, and a primary key.
PERIODID
Trading interval identifier, with Period 1 being the first TI for the calendar day, i.e interval ending 00:05 for 5MS or 00:30 for 30MS.
SQL Type: NUMBER(3,0)
Polars Type: pl.Int16
This column is mandatory, and a primary key.
REGIONID
Unique Identifier for the Region to which the TNI belongs on this settlement date
For more information, see the dedicated documentation page.
The SQL type is VARCHAR2(20).
This is actually a factor/enum, with values:
-
QLD1 -
VIC1 -
TAS1 -
NSW1 -
SA1 -
SNOWY1
This column is mandatory, and a primary key.
SETTLEMENTDATE
Settlement date
Warning
Despite what the name suggests, this is a datetime, not a date.
SQL Type: DATE
Polars Type: pl.Datetime()
This column is mandatory, and a primary key.
Example: 2026/01/20 00:05:00
SETTLEMENTRUNNO
Settlement run number
SQL Type: NUMBER(3,0)
Polars Type: pl.UInt16
This column is mandatory, and a primary key.
ACE_MWH_ACTUAL
Actual ACE MWh Value for the Recovery Calculation. NULL Value for Settlement date prior to the IESS rule effective date
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
ACE_MWH_MPFEX_ACTUAL
The Actual ACE MWh Value excluding the MPF Connection Points for the Recovery Calculation. This is used only in FCAS Residue Recovery Calculation. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
ACE_MWH_MPFEX_SUBSTITUTE
The Substitute ACE MWh Value excluding the MPF Connection Points for the Recovery Calculation. This is used only in FCAS Residue Recovery Calculation. There is no substitute demand post IESS Rule Change. Hence this column will have same value as ACE_MWh_MPFExActual. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
ACE_MWH_SUBSTITUTE
The Substitute ACE MWh Value for the Recovery Calculation. There is no substitute demand post IESS Rule Change. Hence this column will have same value as ACE_MWh_Actual. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
ASOE_MWH_ACTUAL
The Actual ASOE MWh Value for the Recovery Calculation. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
CUSTOMERENERGYACTUAL
Actual Customer Demand. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
CUSTOMERENERGYMPFEXACTUAL
Actual Customer Demand excluding TNIs that have a causer pays MPF. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
CUSTOMERENERGYMPFEXSUBSTITUTE
Substitute Customer Demand excluding TNIs that have a causer pays MPF. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
CUSTOMERENERGYSUBSTITUTE
Substitute Customer Demand. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
GENERATORENERGYACTUAL
Actual Generator Output. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGION_ACE_MWH_ACTUAL
The Region total of Actual ACE MWh Value. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGION_ACE_MWH_MPFEX_ACTUAL
The Region total of Actual ACE MWh Value excluding the MPF Connection Points. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGION_ACE_MWH_MPFEX_SUBST
The Region total of Substitute ACE MWh Value excluding the MPF Connection Points . NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGION_ACE_MWH_SUBST
The Region total of Substitute ACE MWh Value. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGION_ASOE_MWH_ACTUAL
The Region total of Actual ASOE MWh Value. NULL Value for Settlement date prior to the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGIONCUSTENERGYACTUAL
Region Total of Actual Customer Demand. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGIONCUSTENERGYSUBST
Region Total of Substitute Customer Demand. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGIONGENENERGYACTUAL
Region Total of Actual Generator Output. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is not mandatory.
REGIONCUSTENERGYMPFEXACTUAL
Region Total of Actual Customer Demand excluding TNIs that have a causer pays MPF. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is unused.
REGIONCUSTENERGYMPFEXSUBST
Region total of Substitute Customer Demand excluding TNIs that have a causer pays MPF. NULL for Settlement dates post the IESS rule effective date.
SQL Type: NUMBER(18,8)
Polars Type: pl.Float64
This column is unused.
New Data Timing
Daily Billing Run & Posting a PRELIM/FINAL and REVISE Billing Run
Code Examples
Polars
Casting is enums, categoricals etc is not essential, but may speed up parsing.
Swapping int for pl.UInt16, pl.Int32 would also speed up parsing. However some of the datatypes are inferred, so they may be wrong.
This code deduplicates for you. Deduplication is normally only required across multiple months.
This code assumes that all columns are present, which may not be true for older files.
import polars as pl
import polars.selectors as cs
# e.g. "2029/03/15 00:05:00"
dt_s_fmt = "%Y/%m/%d %H:%M:%S"
csv_paths = ["SOMEFILE.CSV", "OTHERFILE.CSV"]
lf = (
pl.concat(
[
pl.scan_csv(
csv_path, # must be unzipped beforehand
skip_rows=1, # skip the header
infer_schema=False, # much faster
)
.filter(cs.by_index(0) == "D") # drop the footer
.select(~cs.by_index(range(4))) # drop metadata columns
for csv_path in csv_paths
],
how="diagonal_relaxed",
)
.with_columns(
pl.col("SETTLEMENTDATE").str.strptime(pl.Datetime, dt_s_fmt),
)
.cast(
{
"PARTICIPANTID": pl.Categorical,
"PERIODID": int, # or pl.Int16
"REGIONID": pl.Enum(["QLD1", "VIC1", "TAS1", "NSW1", "SA1", "SNOWY1"]),
"SETTLEMENTRUNNO": int, # or pl.UInt16
"ACE_MWH_ACTUAL": pl.Float64,
"ACE_MWH_MPFEX_ACTUAL": pl.Float64,
"ACE_MWH_MPFEX_SUBSTITUTE": pl.Float64,
"ACE_MWH_SUBSTITUTE": pl.Float64,
"ASOE_MWH_ACTUAL": pl.Float64,
"CUSTOMERENERGYACTUAL": pl.Float64,
"CUSTOMERENERGYMPFEXACTUAL": pl.Float64,
"CUSTOMERENERGYMPFEXSUBSTITUTE": pl.Float64,
"CUSTOMERENERGYSUBSTITUTE": pl.Float64,
"GENERATORENERGYACTUAL": pl.Float64,
"REGION_ACE_MWH_ACTUAL": pl.Float64,
"REGION_ACE_MWH_MPFEX_ACTUAL": pl.Float64,
"REGION_ACE_MWH_MPFEX_SUBST": pl.Float64,
"REGION_ACE_MWH_SUBST": pl.Float64,
"REGION_ASOE_MWH_ACTUAL": pl.Float64,
"REGIONCUSTENERGYACTUAL": pl.Float64,
"REGIONCUSTENERGYSUBST": pl.Float64,
"REGIONGENENERGYACTUAL": pl.Float64,
"REGIONCUSTENERGYMPFEXACTUAL": pl.Float64,
"REGIONCUSTENERGYMPFEXSUBST": pl.Float64,
}
)
# Drop deprecated/unused columns
.drop("REGIONCUSTENERGYMPFEXACTUAL", "REGIONCUSTENERGYMPFEXSUBST")
# Deduplicate
# We want one row per ['PARTICIPANTID', 'PERIODID', 'REGIONID', 'SETTLEMENTDATE', 'SETTLEMENTRUNNO']
.unique(
subset=[
"PARTICIPANTID",
"PERIODID",
"REGIONID",
"SETTLEMENTDATE",
"SETTLEMENTRUNNO",
],
keep="any",
)
)
Nemosis
This table is not yet available in Nemosis.
Availability
Visibility: Private
This table is not available in the public monthly MMSDM archive. Is is only available to registered market participants over FTP inside a VPN.
Deduplication and PDR Loader Configuration
The primary keys are:
The transaction type is "insert", which means that you will usually not see duplicate data. If you do, you can deduplicate based on the primary keys, without sorting first. Rows from different files with the same primary keys should have the same values.
| Report Name | Report Subtype | Version |
|---|---|---|
| SETTLEMENTS | RECOVERY_ENERGY | 2 |
This means that the CSV files start with metadata columns:
Links
This page as JSON (schema documented here, but may change)
Download a JSON Schema specification for this table.
Official AEMO schema documentation
Other Information
Package: SETTLEMENT_DATA