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QR Forecast as a Service delivers load, demand, price, and renewable generation forecasts for world energy markets as a web service with reports & dashboards. You receive forecast, actual and accuracy data instantly via API or web-download.
Explore QR Forecast as a Service Solutions
Price & Demand Forecast
Intraday & DA forecasts for world ISOs & power markets demand and price of energy & reserves
Load Forecast
Intraday, DA & Long-term load forecast for load serving entities: utilities, co-op, retailers
Renewable Forecast
Intraday and DA solar and wind generation forecasts
Price & Demand Forecast Service
This is a cloud forecasting service. The following power markets, and demand and price nodes are available, and more are continually added. You don’t need to provide any data for this service, we fetch all relevant data from the ISO and power market operators. To start with a free POC Trial, you must first register with your company email. Your registered account will be activated once your email is verified.
- This is a cloud forecast service for world ISOs, RTOs and power exchanges.
- You don’t need to install any software, nor provide any data.
- Intraday and DA price forecasts: zonal, Trading Hub, nodal, LMP.
- Intraday and DA demand forecasts: load zones, transmission authority and trading hub regions and zones.
- We fetch all ISO and electricity market operator data. We can provide weather data from multiple sources, or you can provide your data.
- Forecast data resolution can be from 5 to 60 min.
- Forecast execution frequency is every 15 min, 24/7, for intraday, and several times a day for DA.
CAISO (US)
Intraday
Resolution 5 min, frequency 15 min.
- AVA
- AZPS
- BANC
- BANCMID
- BANCRDNG
- BANCRSVL
- BANCSMUD
- BANCWASN
- BCHA
- BPAT
- CAISO-TAC
- IPCO
- LADWP
- MWD-TAC
- NEVP
- NWMT
- PACE
- PACW
- PGE
- PGE-TAC
- PNM
- PSEI
- SCE-TAC
- SCL
- SDGE-TAC
- SRP
- TEPC
- TIDC
- TPWR
- VEA-TAC
Resolution 15 min, frequency 15 min.
- AVA
- AZPS
- BANC
- BANCMID
- BANCRDNG
- BANCRSVL
- BANCSMUD
- BANCWASN
- BCHA
- BPAT
- CAISO-TAC
- IPCO
- LADWP
- MWD-TAC
- NEVP
- NWMT
- PACE
- PACW
- PGE
- PGE-TAC
- PNM
- PSEI
- SCE-TAC
- SCL
- SDGE-TAC
- SRP
- TEPC
- TIDC
- TPWR
- VEA-TAC
Resolution hourly, frequency 60 min.
- AVA
- AZPS
- BANC
- BANCMID
- BANCRDNG
- BANCRSVL
- BANCSMUD
- BANCWASN
- BCHA
- BPAT
- CAISO-TAC
- IPCO
- LADWP
- MWD-TAC
- NEVP
- NWMT
- PACE
- PACW
- PGE
- PGE-TAC
- PNM
- PSEI
- SCE-TAC
- SCL
- SDGE-TAC
- SRP
- TEPC
- TIDC
- TPWR
- VEA-TAC
Resolution 5 min, frequency 15 min.
- DLAP_PGAE-APND
- DLAP_SCE-APND
- DLAP_SDGE-APND
- DLAP_VEA-APND
- ELAP_AZPS-APND
- ELAP_BCHA-APND
- ELAP_IPCO-APND
- ELAP_NEVP-APND
- ELAP_PACE-APND
- ELAP_PACW-APND
- ELAP_PGE-APND
- ELAP_PSEI-APND
- MLAP_ANHM-APND
- MLAP_NCPA-APND
- MLAP_RVSD-APND
- MLAP_VERN-APND
- TH_NP15_GEN-APND
- TH_SP15_GEN-APND
- TH_ZP26_GEN-APND
- SMEC
Resolution 15 min, frequency 15 min.
- DLAP_PGAE-APND
- DLAP_SCE-APND
- DLAP_SDGE-APND
- DLAP_VEA-APND
- ELAP_AZPS-APND
- ELAP_BCHA-APND
- ELAP_IPCO-APND
- ELAP_NEVP-APND
- ELAP_PACE-APND
- ELAP_PACW-APND
- ELAP_PGE-APND
- ELAP_PSEI-APND
- MLAP_ANHM-APND
- MLAP_NCPA-APND
- MLAP_RVSD-APND
- MLAP_VERN-APND
- TH_NP15_GEN-APND
- TH_SP15_GEN-APND
- TH_ZP26_GEN-APND
Resolution 5 min, frequency 15 min.
- Caiso_Totals
Resolution 5 min, frequency 15 min.
- Caiso_Totals
Day-ahead
Hourly resolution, frequency once a day 9:00 am to 10:30 am.
- TPWR
- TEPC
- TIDC
- BANCWASN
- BANC
- NWMT
- SDGE
- MWD
- BANCMID
- BCHA
- PACE
- BPAT
- PNM
- PACW
- IPCO
- NEVP
- BANCSMUD
- LADWP
- AVA
- BANCRDNG
- VEA
- SRP
- CAISO-TAC
- PGE
- PGE-NEW
- PSEI
- BANCRSVL
- SCE
- SCL
- AZPS
Hourly resolution. These are CAISO published data.
- TPWR
- TEPC
- TIDC
- BANCWASN
- BANC
- NWMT
- SDGE
- MWD
- BANCMID
- BCHA
- PACE
- BPAT
- PNM
- PACW
- IPCO
- NEVP
- BANCSMUD
- LADWP
- AVA
- BANCRDNG
- VEA
- SRP
- CAISO Total
- PGE
- PGE-NEW
- PSEI
- BANCRSVL
- SCE
- SCL
- AZPS
Hourly resolution. These are CAISO published data.
- TPWR
- TEPC
- TIDC
- BANCWASN
- BANC
- NWMT
- SDGE
- MWD
- BANCMID
- BCHA
- PACE
- BPAT
- PNM
- PACW
- IPCO
- NEVP
- BANCSMUD
- LADWP
- AVA
- BANCRDNG
- VEA
- SRP
- CAISO Total
- PGE
- PGE-NEW
- PSEI
- BANCRSVL
- SCE
- SCL
- AZPS
Resolution 60 min, frequency once a day 9:00 am to 10:30 am.
- DLAP_PGAE-APND
- DLAP_SCE-APND
- DLAP_SDGE-APND
- DLAP_VEA-APND
- ELAP_AZPS-APND
- ELAP_BCHA-APND
- ELAP_IPCO-APND
- ELAP_NEVP-APND
- ELAP_PACE-APND
- ELAP_PACW-APND
- ELAP_PGE-APND
- ELAP_PSEI-APND
- MLAP_ANHM-APND
- MLAP_NCPA-APND
- MLAP_RVSD-APND
- MLAP_VERN-APND
- TH_NP15_GEN-APND
- TH_SP15_GEN-APND
- TH_ZP26_GEN-APND
Resolution 60 min, frequency once a day 9:00 am to 10:30 am.
- Caiso_Totals
Resolution 60 min, frequency once a day 9:00 am to 10:30 am.
- Caiso_Totals
MISO (US)
Intraday
Resolution 5 min, frequency 15 min.
- MISO_Totals
Resolution 60 min, frequency 60 min.
- MISO System Price
- ARKANSAS.HUB
- ILLINOIS.HUB
- INDIANA.HUB
- LOUISIANA.HUB
- MICHIGAN.HUB
- MINN.HUB
- MS.HUB
- TEXAS.HUB
Resolution 5 min, frequency 5 min.
- MISO System Price
- ARKANSAS.HUB
- ILLINOIS.HUB
- INDIANA.HUB
- LOUISIANA.HUB
- MICHIGAN.HUB
- MINN.HUB
- MS.HUB
- TEXAS.HUB
Resolution 60 min, frequency 60 min.
- NORTH
- SOUTH
- CENTRAL
- MISO
Resolution 60 min, frequency 60 min.
- LRZ1
- LRZ2_7
- LRZ3_5
- LRZ4
- LRZ6
- LRZ8_9_10
Resolution 5 min, frequency 15 min.
- MISO_Totals
Resolution 5 min, frequency 15 min.
- MISO_Totals
Day-Ahead
Resolution 60 min, frequency daily.
- NORTH
- SOUTH
- CENTRAL
- MISO
Resolution 60 min, frequency daily.
- LRZ1
- LRZ2_7
- LRZ3_5
- LRZ4
- LRZ6
- LRZ8_9_10
Hourly Resolution. These are MISO published data.
- NORTH
- SOUTH
- CENTRAL
- MISO
Resolution 60 min, frequency daily
- MISO System Price
- ARKANSAS.HUB
- ILLINOIS.HUB
- INDIANA.HUB
- LOUISIANA.HUB
- MICHIGAN.HUB
- MINN.HUB
- MS.HUB
- TEXAS.HUB
Resolution 60 min, frequency daily
- MISO_Totals
Resolution 60 min, frequency daily
- MISO_Totals
Resolution 60 min, frequency daily
- NORTH
- SOUTH
- CENTRAL
- MISO
ERCOT (US)
Intraday
Resolution 15 min, frequency 15 min.
- ERCOT_Totals
Hourly Resolution, Frequency 60 min.
- NORTH
- SOUTH
- WEST
- Houston
- ERCOT_Totals
Hourly Resolution, Frequency 60 min.
- COAST
- EAST
- FAR_WEST
- NORTH
- ERCOT_Totals
- NORTH_C
- SOUTHERN
- SOUTH_C
- WEST
Resolution 5 min, frequency 15 min.
- ERCOT_Totals
Resolution 15 min, frequency 15 min.
- LZ_AEN
- LZ_CPS
- LZ_HOUSTON
- LZ_LCRA
- LZ_NORTH
- LZ_RAYBN
- LZ_SOUTH
- LZ_WEST
- HB_BUSAVG
- HB_HOUSTON
- HB_HUBAVG
- HB_NORTH
- HB_PAN
- HB_SOUTH
- HB_WEST
- SCED
Resolution 5 min, frequency 15 min.
- ERCOT_Totals
Resolution 5 min, frequency 15 min.
- ERCOT_Totals
Resolution 60 min, frequency 60 min.
- ERCOT_Totals
Resolution 60 min, frequency 60 min.
- ERCOT_Totals
Day-Ahead
Hourly Resolution, These are MISO published data.
- COAST
- EAST
- FAR_WEST
- NORTH
- NORTH_C
- SOUTHERN
- SOUTH_C
- WEST
Hourly Resolution. These are MISO published data.
- NORTH
- SOUTH
- WEST
- Houston
Resolution 60 min, frequency once a day 9:00 am to 10:30 am.
- LZ_AEN
- LZ_CPS
- LZ_HOUSTON
- LZ_LCRA
- LZ_NORTH
- LZ_RAYBN
- LZ_SOUTH
- LZ_WEST
Resolution 60 min, frequency once a day 9:00 am to 10:30 am.
- HB_BUSAVG
- HB_HOUSTON
- HB_HUBAVG
- HB_NORTH
- HB_PAN
- HB_SOUTH
- HB_WEST
PJM (US)
Intraday
Resolution 5 min, frequency 15 min.
- 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
Resolution 5 min, frequency 15 min.
- WESTERN HUB
- NEW JERSEY HUB
- EASTERN HUB
- WEST INT HUB
- CHICAGO HUB
- AEP-DAYTON HUB
- CHICAGO GEN HUB
- AEP GEN HUB
- OHIO HUB
- N ILLINOIS HUB
- DOMINION HUB
- ATSI GEN HUB
- PJM-RTO
Resolution hourly, frequency 60 min
- WESTERN HUB
- NEW JERSEY HUB
- EASTERN HUB
- WEST INT HUB
- CHICAGO HUB
- AEP-DAYTON HUB
- CHICAGO GEN HUB
- AEP GEN HUB
- OHIO HUB
- N ILLINOIS HUB
- DOMINION HUB
- ATSI GEN HUB
Resolution hourly, frequency 60 min
- AEP Zone
- DEOK Zone
- DPL Zone
- PSEG Zone
- APS Zone
- RECO Zone
- PJM-RTO Zone
- BGE Zone
- DUQ Zone
- OVE ZoneC
- JCPL Zone
- METED Zone
- DOM Zone
- EKPC Zone
- PEPCO Zone
- PPL Zone
- COMED Zone
- AECO Zone
- PECO, Zone
- ATSI Zone
- DAY Zone
Resolution hourly, frequency 60 min
- PJM_Totals
Resolution hourly, frequency 60 min
- PJM_Totals
Day-Ahead
Resolution hourly. These are PJM published data.
- AEP Zone
- DEOK Zone
- DPL Zone
- PSEG Zone
- APS Zone
- RECO Zone
- PJM-RTO Zone
- BGE Zone
- DUQ Zone
- OVE ZoneC
- JCPL Zone
- METED Zone
- DOM Zone
- EKPC Zone
- PEPCO Zone
- PPL Zone
- COMED Zone
- AECO Zone
- PECO Zone
- ATSI Zone
- DAY Zone
Resolution hourly, frequency once a day 9:00 am to 10:30 am.
- AEP Zone
- DEOK Zone
- DPL Zone
- PSEG Zone
- APS Zone
- RECO Zone
- PJM-RTO Zone
- BGE Zone
- DUQ Zone
- OVE Zone
- JCPL Zone
- METED Zone
- DOM Zone
- EKPC Zone
- PEPCO Zone
- PPL Zone
- COMED Zone
- AECO Zone
- PECO Zone
- ATSI Zone
- DAY Zone
Resolution hourly, frequency once a day 9:00 am to 10:30 am.
- ATSI GEN HUB
- CHICAGO GEN HUB
- EASTERN HUB
- DOMINION HUB
- WESTERN HUB
- AEP-DAYTON HUB
- OHIO HUB
- WEST INT HUB
- N ILLINOIS HUB
- NEW JERSEY HUB
- AEP GEN HUB
- CHICAGO HUB
Resolution hourly, These are PJM published data.
- PJM_Totals
Resolution hourly, These are PJM published data.
- PJM_Totals
View free sample price & demand forecasts
Contact us today to start your Price & Demand Forecast project
Our data science team stands ready to work with you.
How to Proceed
Whether we install QR Price Forecaster on your private cloud or on-site, or you use it as a service, the road map to follow is the same. You can always start with a POC Trial. Our team is here to assist and work with you every step of the way.
Presales
1-3 Days
- Demos and Q&A.
- SOW: Identification of market nodes, and forecasts of interests (real-time and DA) for POC Trial, and later for full service.
- Execution of POC Trial Agreement.
POC Trial Setup & Onboarding
2 Days
- Account set-up, access control management.
- Walkthrough and demo for client’s users to usethe forecast web-portal for POC Trial.
POC Trial
2-3 Week
- Client can access the demo portal 24/7 to see and download the selected price forecasts.
- Support and ongoing Q&A during Trial.
Post POC Trial & Licensing
2 Days
- Client has the option to execute the Subscription Agreement and start using the solution commercially.
- Connectivity to export data via API and manual export.
Load Forecast Service
This is a cloud load forecasting service for any load-serving entity. The load can be the company’s total load or per any grouping (consumer type, geographic location, etc). Utilities' load net of behind meter microgrid solar generation. You can start with a POC Trial.
- This is a cloud service, and you don’t need to install any software.
- The resolution of load data and the corresponding forecasts can range from 5 to 60 min.
- We can provide weather data from multiple sources, or you can provide your data.
- Forecast execution frequency can be every 10 to 60 min for intraday, several times a day for DA, and less frequently for long-term forecasts.
- Our datahub service will fetch all relevant data (meter, SCADA, weather, etc) from your internal systems (Excel, csv, API, database etc). Once your data is fetched, you acquire a brand new powerful data hub for your data with extensive data analytics (processing, cleaning, validation), and filtering to organize and aggregate load into any desired grouping, e.g., by region, consumer types etc.
- QR AI Forecaster service stands ready with preconfigured machine learning and deep learning load forecasting models. They are activated at once on your load data to start producing forecasts.
How to Proceed
Whether we install QR Load Forecasteron your private cloud or on-site, or you use it as a service, the road map to follow is the same. You can always start with a POC Trial. Our team is here to assist and work with you every step of the way.
Presales
1-5 Days
- Demos and Q&A.
- SOW: Identification of number of load data, and type of forecasts of interests for the POC Trial, and later for full service.
- Execution of POC Trial Agreement.
POC Trial Setup & Onboarding
5 Days
- Account set-up, access control management.
- Connectivity to client’s sample load data and data fetching for POC.
- Load forecast model set-up and testing.
- Walkthrough and demo for client’s users to use the forecast web-portal for POC Trial.
POC Trial
2-3 Week
- Client can access the demo portal 24/7 to see and download the selected price forecasts.
- Support and ongoing Q&A during Trial.
Post POC Trial & Licensing
5 Days
- Client has the option to execute the Subscription Agreement and start using the solution commercially.
- Mapping out the full rollout plan for client’s load forecast project.
Contact us today to start your Load Forecast project
Our data science team stands ready to work with you.
Solar and Wind Generation Forecast Service
This is a cloud solar and wind generation forecasting service. You can start with a POC Trial.
- This is a cloud service, and you don’t need to install any software.
- The resolution of solar and wind generation data and the corresponding forecasts can range from 5 to 60 min.
- Forecast execution frequency can be every 10 to 60 min for intraday, several times a day for DA.
- We can provide the weather and radiance data from multiple sources, or you can provide your data.
- Our datahub service will fetch all relevant data (generation RTD, meter, weather and radiance) from your internal systems (Excel, csv, API, database etc). Once your data is fetched, you acquire a brand new powerful data hub for your renewable data with extensive data analytics (processing, cleaning, validation), and filtering to organize and aggregate your renewable generation data in any desired grouping, e.g., by asset, region etc.
- QR AI Forecaster service stands ready with preconfigured machine learning and deep learning models for solar and wind forecasting. They are activated at once on your renewable generation data to start producing forecasts.
How to Proceed
Whether we install QR Solar & Wind Generation Forecaster on your private cloud or on-site, or you use it as a service, the road map to follow is the same. You can always start with a POC Trial. Our team is here to assist and work with you every step of the way.
Presales
1-3 Days
- Demos and Q&A.
- SOW: Identification of 1 solar or wind, and type of forecasts of interests for the POC Trial, and later for full service.
- Execution of POC Trial Agreement.
POC Trial Setup & Onboarding
5 Days
- Account set-up, access control management.
- Connectivity to client’s renewable generation data and data fetching for POC.
- Generation forecast model set-up and testing.
- Walkthrough and demo for client’s users to use the forecast web-portal for POC Trial.
POC Trial
2-3 Week
- Client can access the demo portal 24/7 to see and download the selected renewable generation forecasts.
- Support and ongoing Q&A during Trial.
Post POC Trial & Licensing
5 Days
- Client has the option to execute the Subscription Agreement and start using the solution commercially.
- Mapping out the full rollout plan for client’s renewable generation forecast project.