LMP Pricing Data#

Support#

Below are the currently supported LMP markets

	Method	REAL_TIME_5_MIN	DAY_AHEAD_HOURLY	REAL_TIME_15_MIN	REAL_TIME_HOURLY
CAISO	`get_lmp`	latest, today, historical	latest, today, historical	latest, today, historical	-
Ercot	`get_spp`	-	latest, today, historical	latest, today, historical	-
ISONE	`get_lmp`	latest, today, historical	today, historical	-	latest, today, historical
MISO	`get_lmp`	latest	latest	-	-
NYISO	`get_lmp`	latest, today, historical	latest, today, historical	-	-
PJM	`get_lmp`	today, historical	latest, today, historical	-	today, historical
SPP	`get_lmp`	latest, today, historical	latest, today, historical	-	-

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	2023-01-27 00:05:00-05:00	REAL_TIME_5_MIN	CAPITL	Zone	30.63	29.06	0.00	1.57
1	2023-01-27 00:05:00-05:00	REAL_TIME_5_MIN	CENTRL	Zone	29.12	29.06	0.00	0.06
2	2023-01-27 00:05:00-05:00	REAL_TIME_5_MIN	DUNWOD	Zone	31.13	29.07	0.00	2.06
3	2023-01-27 00:05:00-05:00	REAL_TIME_5_MIN	GENESE	Zone	28.37	29.07	0.00	-0.70
4	2023-01-27 00:05:00-05:00	REAL_TIME_5_MIN	H Q	Zone	28.72	29.07	0.00	-0.35
...	...	...	...	...	...	...	...	...
2320	2023-01-27 14:15:00-05:00	REAL_TIME_5_MIN	NORTH	Zone	30.88	30.94	0.00	-0.06
2321	2023-01-27 14:15:00-05:00	REAL_TIME_5_MIN	NPX	Zone	32.70	30.94	0.00	1.76
2322	2023-01-27 14:15:00-05:00	REAL_TIME_5_MIN	O H	Zone	20.28	30.94	8.80	-1.86
2323	2023-01-27 14:15:00-05:00	REAL_TIME_5_MIN	PJM	Zone	29.13	30.94	2.61	0.80
2324	2023-01-27 14:15:00-05:00	REAL_TIME_5_MIN	WEST	Zone	19.54	30.93	10.62	-0.77

2325 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	2023-01-27 00:00:00-08:00	DAY_AHEAD_HOURLY	TH_NP15_GEN-APND	Trading Hub	81.22371	84.51999	0.00000	-3.29628
1	2023-01-27 00:00:00-08:00	DAY_AHEAD_HOURLY	TH_SP15_GEN-APND	Trading Hub	82.89720	84.51999	0.00000	-1.62278
2	2023-01-27 00:00:00-08:00	DAY_AHEAD_HOURLY	TH_ZP26_GEN-APND	Trading Hub	81.37584	84.51999	0.00000	-3.14414
3	2023-01-27 01:00:00-08:00	DAY_AHEAD_HOURLY	TH_NP15_GEN-APND	Trading Hub	76.61670	79.51915	0.00000	-2.90245
4	2023-01-27 01:00:00-08:00	DAY_AHEAD_HOURLY	TH_SP15_GEN-APND	Trading Hub	77.98443	79.51915	0.00000	-1.53472
...	...	...	...	...	...	...	...	...
67	2023-01-27 22:00:00-08:00	DAY_AHEAD_HOURLY	TH_SP15_GEN-APND	Trading Hub	82.58601	83.98008	0.00000	-1.39407
68	2023-01-27 22:00:00-08:00	DAY_AHEAD_HOURLY	TH_ZP26_GEN-APND	Trading Hub	80.09180	83.98008	0.00000	-3.88828
69	2023-01-27 23:00:00-08:00	DAY_AHEAD_HOURLY	TH_NP15_GEN-APND	Trading Hub	76.05842	80.02967	-0.00178	-3.96947
70	2023-01-27 23:00:00-08:00	DAY_AHEAD_HOURLY	TH_SP15_GEN-APND	Trading Hub	78.66116	80.02967	0.00000	-1.36851
71	2023-01-27 23:00:00-08:00	DAY_AHEAD_HOURLY	TH_ZP26_GEN-APND	Trading Hub	76.41233	80.02967	0.00000	-3.61734

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_5_MIN: 'REAL_TIME_5_MIN'>,
 <Markets.REAL_TIME_15_MIN: 'REAL_TIME_15_MIN'>,
 <Markets.DAY_AHEAD_HOURLY: 'DAY_AHEAD_HOURLY'>]

LMP Pricing Data

Contents

LMP Pricing Data#

Support#

How to use#