Pjm ======================== .. py:module:: gridstatus.pjm Module Contents --------------- Classes Summary ~~~~~~~~~~~~~~~ .. autoapisummary:: gridstatus.pjm.PJM Contents ~~~~~~~~~~~~~~~~~~~ .. py:class:: PJM Bases: :py:obj:`gridstatus.base.ISOBase` PJM **Attributes** .. list-table:: :widths: 15 85 :header-rows: 0 * - **default_timezone** - US/Eastern * - **hub_node_ids** - ['51217', '116013751', '35010337', '34497151', '34497127', '34497125', '33092315', '33092313', '33092311', '4669664', '51288', '51287'] * - **interconnection_homepage** - https://www.pjm.com/planning/service-requests/services-request-status * - **iso_id** - pjm * - **location_types** - ['ZONE', 'LOAD', 'GEN', 'AGGREGATE', 'INTERFACE', 'EXT', 'HUB', 'EHV', 'TIE', 'RESIDUAL_METERED_EDC'] * - **markets** - None * - **name** - PJM * - **price_node_ids** - ['5021703', '5021704', '5021723', '5021724', '93354015', '93354017', '93354019', '34887765', '34887767', '34887769', '34887771', '34887773', '34887775', '34887777', '2156111970', '34887779', '34887781', '34887783', '34887787', '34887789', '34887791', '34887793', '74008711', '34887819', '34887821', '34887823', '2156112027', '34887845', '1439658151', '34887847', '34887849', '74008743', '34887851', '34887853', '1123180720', '34887857', '1123180722', '34887859', '1123180723', '34887861', '1123180721', '34887871', '34887873', '34887887', '34887889', '34887891', '34887893', '34887895', '1207075032', '34887897', '34887899', '34887901', '34887911', '34887913', '34887915', '34887917', '34887923', '1097732340', '34887925', '34887927', '34887929', '34887935', '34887937', '34887939', '34887941', '34887949', '34887951', '34887953', '34887955', '1552845076', '34887957', '1552845077', '34887959', '1552845078', '34887961', '34887963', '34887965', '34887967', '34887969', '34887971', '1305131304', '34887977', '1305131306', '34887993', '34887997', '34887999', '34888001', '119118151', '2156114262', '1379266905', '1379266906', '1097732449', '1292915048', '1132294512', '1132294513', '1132294514', '1132294515', '1552845186', '106856851', '2156112284', '1305131444', '119118263', '119118265', '119118267', '119118269', '119118271', '106856905', '2156110343', '40243747', '71856675', '40243749', '71856677', '40243751', '40243753', '40243755', '40243757', '40243759', '40243761', '40243763', '40243765', '40243767', '40243769', '40243771', '40243773', '40243775', '40243777', '40243779', '1248991825', '1248991826', '1248991827', '40243801', '40243803', '40243805', '40243807', '135389793', '135389819', '40243837', '1666116222', '1666116223', '1666116224', '1666116225', '40243839', '1356163765', '38367965', '38367967', '38367969', '1218915048', '1218915049', '1218915050', '1218915051', '1388614399', '2156110624', '32418611', '32418613', '32418615', '32418617', '1388614460', '1084390238', '1218915186', '1218915187', '1369011076', '1369011077', '1369011078', '1268571042', '98370477', '1084390354', '93140', '93141', '93142', '93143', '93144', '93145', '98370523', '98370525', '98370527', '98370529', '98370531', '98370533', '98370535', '1552843818', '57967665', '1552843913', '1552843915', '1552843916', '1356162213', '1356162214', '50401', '48934161', '48934163', '48934165', '48934167', '48934169', '36181299', '50488', '50489', '50490', '36181325', '2156113262', '50542', '50543', '50557', '50558', '2156113284', '50578', '50579', '50581', '50621', '50622', '87901631', '50628', '50629', '50654', '50655', '50659', '50660', '50661', '50662', '2156111333', '1048047', '1048049', '1048050', '1048051', '1048052', '21601782', '21601783', '21601784', '21601785', '21601786', '50695', '50696', '50697', '50698', '50699', '2041990671', '123901459', '123901461', '123901463', '123901465', '123901467', '50715', '50716', '50717', '50727', '50728', '50729', '50730', '2156113457', '2156113469', '50764', '2156113488', '50769', '50770', '50771', '50777', '50778', '50779', '123901537', '123901539', '123901543', '31020649', '123901545', '31020651', '31020653', '50809', '50810', '50811', '50812', '50813', '50814', '50817', '50818', '1165479564', '2156109456', '50887', '50888', '50893', '50894', '50911', '50915', '32417525', '32417527', '2156111608', '1218914041', '1218914042', '1218914043', '32417545', '32417547', '1183231801', '32417599', '32417601', '32417603', '32417605', '51019', '51020', '51021', '1348263767', '32417625', '32417627', '32417629', '32417631', '32417633', '32417635', '1379268471', '1379268472', '1379268473', '1379268474', '1379268475', '1379268476', '63381383', '63381385', '2156111770', '2156109760', '2156109763', '2156109765', '2156109768', '2156109772', '2156109777', '5021665', '5021666', '5021667', '2156111847', '93353961', '93353963', '93353965'] * - **zone_node_ids** - ['1', '3', '51291', '51292', '51293', '51295', '51296', '51297', '51298', '51299', '51300', '51301', '7633629', '8394954', '8445784', '33092371', '34508503', '34964545', '37737283', '116013753', '124076095', '970242670', '1709725933'] **Methods** .. autoapisummary:: :nosignatures: gridstatus.pjm.PJM.get_fuel_mix gridstatus.pjm.PJM.get_interconnection_queue gridstatus.pjm.PJM.get_lmp gridstatus.pjm.PJM.get_load gridstatus.pjm.PJM.get_load_forecast gridstatus.pjm.PJM.get_pnode_ids gridstatus.pjm.PJM.get_raw_interconnection_queue .. py:method:: get_fuel_mix(date, end=None, verbose=False) Get fuel mix for a date or date range in hourly intervals .. py:method:: get_interconnection_queue(verbose=False) .. py:method:: get_lmp(date, market: str, end=None, locations='hubs', location_type=None, verbose=False) Returns LMP at a previous date .. rubric:: Notes * If start date is prior to the PJM archive date, all data must be downloaded before location filtering can be performed due to limitations of PJM API. The archive date is 186 days (~6 months) before today for the 5 minute real time market and 731 days (~2 years) before today for the Hourly Real Time and Day Ahead Hourly markets. Node type filter can be performed for Real Time Hourly and Day Ahead Hourly markets. * If location_type is provided, it is filtered after data is retrieved for Real Time 5 Minute market regardless of the date. This is due to PJM api limitations * Return `Location Id`, `Location Name`, `Location Short Name`. :param date: date to get LMPs for :type date: datetime.date, str :param end: end date to get LMPs for :type end: datetime.date, str :param market: Supported Markets: REAL_TIME_5_MIN, REAL_TIME_HOURLY, DAY_AHEAD_HOURLY :type market: str :param locations: list of pnodeid to get LMPs for. Defaults to "hubs". Use get_pnode_ids() to get a list of possible pnode ids. If "all", will return data from all p nodes (warning there are over 10,000 unique pnodes, so expect millions or billions of rows!) :type locations: list, optional :param location_type: If specified, will only return data for nodes of this type. Defaults to None. Possible location types are: 'ZONE', 'LOAD', 'GEN', 'AGGREGATE', 'INTERFACE', 'EXT', 'HUB', 'EHV', 'TIE', 'RESIDUAL_METERED_EDC'. :type location_type: str, optional .. py:method:: get_load(date, end=None, verbose=False) Returns load at a previous date at 5 minute intervals :param date: date to get load for. must be in last 30 days :type date: datetime.date, str :returns: Load data time series. Columns: Time, Load, and all areas * Load columns represent PJM-wide load * Returns data for the following areas: AE, AEP, APS, ATSI, BC, COMED, DAYTON, DEOK, DOM, DPL, DUQ, EKPC, JC, ME, PE, PEP, PJM MID ATLANTIC REGION, PJM RTO, PJM SOUTHERN REGION, PJM WESTERN REGION, PL, PN, PS, RECO :rtype: pd.DataFrame .. py:method:: get_load_forecast(date, verbose=False) Get forecast for today in hourly intervals. Updates every Every half hour on the quarter E.g. 1:15 and 1:45 .. py:method:: get_pnode_ids() .. py:method:: get_raw_interconnection_queue(verbose=False) -> BinaryIO