LMP Pricing Data
Contents
LMP Pricing Data#
Support#
Below are the currently support LMP markets
Markets |
|
|---|---|
Midcontinent ISO |
|
California ISO |
|
PJM |
|
Electric Reliability Council of Texas |
|
Southwest Power Pool |
|
New York ISO |
|
ISO New England |
|
How to use#
We are currently adding Locational Marginal Price (LMP). Even though each BA offers different markets, but you can query them with a standardized API
import gridstatus
nyiso = gridstatus.NYISO()
nyiso.get_lmp(date="today", market="REAL_TIME_5_MIN", locations="ALL")
| Time | Market | Location | Location Type | LMP | Energy | Congestion | Loss | |
|---|---|---|---|---|---|---|---|---|
| 0 | 2022-12-15 00:05:00-05:00 | REAL_TIME_5_MIN | CAPITL | Zone | 196.23 | -7.10 | -203.74 | -0.41 |
| 1 | 2022-12-15 00:05:00-05:00 | REAL_TIME_5_MIN | CENTRL | Zone | 19.32 | -7.10 | -26.48 | -0.06 |
| 2 | 2022-12-15 00:05:00-05:00 | REAL_TIME_5_MIN | DUNWOD | Zone | 134.59 | -7.10 | -142.34 | -0.65 |
| 3 | 2022-12-15 00:05:00-05:00 | REAL_TIME_5_MIN | GENESE | Zone | 12.54 | -7.10 | -19.61 | 0.03 |
| 4 | 2022-12-15 00:05:00-05:00 | REAL_TIME_5_MIN | H Q | Zone | -30.46 | -7.09 | 23.62 | 0.25 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3235 | 2022-12-15 18:00:00-05:00 | REAL_TIME_5_MIN | NORTH | Zone | 35.41 | 87.80 | 48.62 | -3.77 |
| 3236 | 2022-12-15 18:00:00-05:00 | REAL_TIME_5_MIN | NPX | Zone | 94.56 | 87.80 | 0.00 | 6.76 |
| 3237 | 2022-12-15 18:00:00-05:00 | REAL_TIME_5_MIN | O H | Zone | 5.00 | 87.80 | 80.08 | -2.72 |
| 3238 | 2022-12-15 18:00:00-05:00 | REAL_TIME_5_MIN | PJM | Zone | 86.74 | 87.80 | 5.80 | 4.74 |
| 3239 | 2022-12-15 18:00:00-05:00 | REAL_TIME_5_MIN | WEST | Zone | 64.02 | 87.80 | 23.96 | 0.18 |
3240 rows × 8 columns
And here is querying CAISO
import gridstatus
caiso = gridstatus.CAISO()
locations = ["TH_NP15_GEN-APND", "TH_SP15_GEN-APND", "TH_ZP26_GEN-APND"]
caiso.get_lmp(date="today", market='DAY_AHEAD_HOURLY', locations=locations)
| Time | Market | Location | Location Type | LMP | Energy | Congestion | Loss | |
|---|---|---|---|---|---|---|---|---|
| 0 | 2022-12-15 00:00:00-08:00 | DAY_AHEAD_HOURLY | TH_NP15_GEN-APND | Trading Hub | 274.57925 | 280.49777 | 0.0 | -5.91850 |
| 1 | 2022-12-15 00:00:00-08:00 | DAY_AHEAD_HOURLY | TH_SP15_GEN-APND | Trading Hub | 273.70972 | 280.49777 | 0.0 | -6.78805 |
| 2 | 2022-12-15 00:00:00-08:00 | DAY_AHEAD_HOURLY | TH_ZP26_GEN-APND | Trading Hub | 266.47287 | 280.49777 | 0.0 | -14.02489 |
| 3 | 2022-12-15 01:00:00-08:00 | DAY_AHEAD_HOURLY | TH_NP15_GEN-APND | Trading Hub | 255.78355 | 262.01962 | 0.0 | -6.23607 |
| 4 | 2022-12-15 01:00:00-08:00 | DAY_AHEAD_HOURLY | TH_SP15_GEN-APND | Trading Hub | 256.28140 | 262.01962 | 0.0 | -5.73823 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 67 | 2022-12-15 22:00:00-08:00 | DAY_AHEAD_HOURLY | TH_SP15_GEN-APND | Trading Hub | 289.37680 | 297.10144 | 0.0 | -7.72464 |
| 68 | 2022-12-15 22:00:00-08:00 | DAY_AHEAD_HOURLY | TH_ZP26_GEN-APND | Trading Hub | 281.50363 | 297.10144 | 0.0 | -15.59783 |
| 69 | 2022-12-15 23:00:00-08:00 | DAY_AHEAD_HOURLY | TH_NP15_GEN-APND | Trading Hub | 267.12100 | 276.66600 | 0.0 | -9.54498 |
| 70 | 2022-12-15 23:00:00-08:00 | DAY_AHEAD_HOURLY | TH_SP15_GEN-APND | Trading Hub | 270.85600 | 276.66600 | 0.0 | -5.80999 |
| 71 | 2022-12-15 23:00:00-08:00 | DAY_AHEAD_HOURLY | TH_ZP26_GEN-APND | Trading Hub | 262.83267 | 276.66600 | 0.0 | -13.83330 |
72 rows × 8 columns
You can see what markets are available by accessing the markets property of an iso. For, example
caiso.markets
[<Markets.REAL_TIME_15_MIN: 'REAL_TIME_15_MIN'>,
<Markets.REAL_TIME_HOURLY: 'REAL_TIME_HOURLY'>,
<Markets.DAY_AHEAD_HOURLY: 'DAY_AHEAD_HOURLY'>]
The possible lmp query methods are ISO.get_latest_lmp, ISO.get_lmp_today, and ISO.get_lmp.