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Machine Learning-Assisted High-Temperature Reservoir Thermal Energy Storage Optimization: Numerical Modeling and Machine Learning Input and Output Files

Apr 15, 2022
113.79 MB
Publicly accessible
This data set includes the numerical modeling input files and output files used to synthesize data, and the reduced-order machine learning models trained from the synthesized data for reservoir thermal energy storage site identification. In this study, a machine-learning-assiste...
Authors
Jin, W. et al Idaho National Laboratory
reservoir thermal energy storagestochastic simulationgeotesmachine learningmodelingtesht-rtescharacterizationnumerical modelstochastichydrogeologic formationsimulated datasimulation datahigh-temperaturethermal energy storageoptimizationartificial neural network regressionannneural networkoperation scenariosseasonal-cyclepareto frontsseasonal operationcontinuous operationfalconmoose

April 2013 Green Machine Florida Canyon Hourly Data

Apr 24, 2013
11.12 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Vanderhoff, A. ElectraTherm, Inc.
geothermalelectrathermorcpowerlow temperaturegreen machinemicro geothermal power plantorganic rankine cycleflorida canyonorc datahourlydatahourly datacoproducedmicro geothermaloperationproductionsmall scale

May 2013 Green Machine Florida Canyon Hourly Data

May 30, 2013
26.61 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Vanderhoff, A. ElectraTherm, Inc.
geothermalelectrathermorcpowergreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

June 2013 Green Machine Florida Canyon Hourly Data

Jul 15, 2013
31.3 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Vanderhoff, A. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

July 2013 Green Machine Florida Canyon Hourly Data

Aug 30, 2013
11.14 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Vanderhoff, A. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

August 2013 Green Machine Florida Canyon Hourly Data

Sep 10, 2013
34.08 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Vanderhoff, A. ElectraTherm, Inc.
geothermalelectrathermqorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

September 2013 Green Machine Florida Canyon Hourly Data

Oct 25, 2013
58.76 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machineflorida canyonmicro geothermal power plantorganic rankine cyclelow temperaturehourly datacoproducedmicro geothermaloperationproductionsmall scaledata

October 2013 Green Machine Florida Canyon Hourly Data

Oct 31, 2013
19.18 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

November 2013 Green Machine Florida Canyon Hourly Data

Dec 02, 2013
14.69 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

December 2013 Green Machine Florida Canyon Hourly Data

Jan 08, 2014
8.72 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

January 2014 Green Machine Florida Canyon Hourly Data

Feb 03, 2014
15.27 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rnakine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

February 2014 Green Machine Florida Canyon Hourly Data

Mar 03, 2014
8.76 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

March 2014 Green Machine Florida Canyon Hourly Data

Apr 07, 2014
14.18 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

April 2014 Green Machine Florida Canyon Hourly Data

May 05, 2014
8.91 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scalledata

May 2014 Green Machine Florida Canyon Hourly Data

Jun 02, 2014
73.42 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machineorganic rankine cyclemay 2014micro geothermal power plantlow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

June 2014 Green Machine Florida Canyon Hourly Data

Jun 30, 2014
36.2 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cyclelow temperatureflorida canyonhourly datacoproducedmicro geothermaloperationproductionsmall scaledata

July 2014 Green Machine Florida Canyon Hourly Data

Jul 31, 2014
8.68 kB
Publicly accessible
Employing innovative product developments to demonstrate financial and technical viability of producing electricity from low temperature geothermal fluids, coproduced in a mining operation, by employing ElectraTherm's modular and mobile heat-to-power "micro geothermal" power plant...
Authors
Thibedeau, J. ElectraTherm, Inc.
geothermalelectrathermorcpowerwaste heatmininggreen machinemicro geothermal power plantorganic rankine cycleflorida canyonhourly datalow temperaturecoproducedmicro geothermaloperationproductionsmall scaledata

Geothermal Flexibility Characteristics

Jun 01, 2020
12.71 kB
Publicly accessible
This spreadsheet identifies various flexibility characteristics for flash and binary geothermal power plants which could potentially facilitate provision of grid services beyond bulk power generation. Characteristics are differentiated between resource characteristics such as meta...
Authors
Rhodes, G. and Augustine, C. National Renewable Energy Laboratory
geothermalenergyflexible geothermal operationancillary servicesflashbinaryplantpowerresourcetransmission capacity

Magnetic Test Loop Particle Retention Data for REE Extraction from Geothermal Fluids

Jul 27, 2018
396.3 kB
Publicly accessible
Measurements of particle extraction efficiency under various flow rate and magnetic power conditions
Authors
McGrail, P. and Liu, J. Pacific Northwest National Laboratory
geothermalenergymineral extractionreerare earthretentionoperationratecomparisonnanoparticleabsorbancemagneticextractionelementmineralparticle

EGS Collab Experiment 1: Earth Model Input Files

Dec 19, 2019
411.62 MB
Publicly accessible
The EGS Collab is conducting experiments in hydraulic fracturing at a depth of 1.5 km in the Sanford Underground Research Facility (SURF) on the 4850 Level. A total of eight ~60m-long subhorizontal boreholes were drilled at that depth on the western rib of the West Access Drift. S...
Authors
Neupane, G. and Sigma-V, T. Idaho National Laboratory
geothermalenergyegs collabsurfhydraulicfracturingstimulationsanford underground research facilityexperimentegsexperimentalhydraulic fracturingsubhorizontal boreholeswest access driftgeophysical monitoringjack leg boreholesgeophonestestbed 1earth modelinputmodellingautocadgeologysensorswell databoreholehomestake minegeospatial data

Greenhouse Gas emissions from California Geothermal Power Plants

Mar 14, 2014
42.11 kB
Publicly accessible
The information given in this file represents greenhouse gas (GHG) emissions and corresponding emission rates for California flash and dry steam geothermal power plants. This stage of the life cycle is the fuel use component of the fuel cycle and arises during plant operation. Des...
Authors
Sullivan, J. Argonne National Laboratory
geothermalgreenhouse gas emissionscalifornia geothermal plantslife cycle assessmentelectricity generatedlca

Design of an Airlift Bioreactor

Mar 13, 2017
417.07 kB
Publicly accessible
An important consideration for the process design is cell immobilization-enabled flow-through operation. Large-scale biosorption relies on cells that are immobilized on a supporting substrate and used to 'attract' metal ions. Cell immobilization allows easy separation of the feed...
Authors
Jiao, Y. et al Lawrence Livermore National Laboratory
geothermalenergybioreactorairliftrare earthbiosorptionadsorptionreebiofilmresource recoverybioadsorption

EGS Collab Experiment 2: Preliminary Test Wells Locations and Orientations

Dec 19, 2019
233.95 kB
Publicly accessible
The EGS Collab project is evaluating a site for Experiment 2 (hydraulic fracturing/shearing) at a depth of 1.25 km in the Sanford Underground Research Facility (SURF) on the 4100 Level. Two early test holes were drilled in an alcove (formerly known as Battery Charging Station) nea...
Authors
Neupane, G. et al Idaho National Laboratory
geothermalenergysurfegs collabgyro datahydraulic fracturinghydraulic shearingsanford underground research facilitywell locationswellstestbed 2lidarremote sensingegsexperiment 2well locationwell orientationsigma-vtest wellswell dataleapfroghomestake mineboreholegyrocollar location

Active Source 3D Seismic Tomography of Brady Hot Springs Geothermal Field, Nevada

Aug 09, 2017
26.79 MB
Publicly accessible
We deployed a dense seismic array to image the shallow structure in the injection area of the Brady Hot Springs geothermal site in Nevada. The array was composed of 238 5 Hz, three-component nodal instruments and 8,700 m of distributed acoustic sensing (DAS) fiber-optic cable inst...
Authors
Parker, L. University of Wisconsin
geothermalbrady hot springsnevadaseismic tomographyactive sourceporotomobrady geothermal fieldbradysshallowseismic imagingporoelastic tomography

United States Geothermal Direct-Use Database 2025 Update

Oct 14, 2024
1.07 MB
Publicly accessible
This database of geothermal direct-use systems in the U.S. was updated as part of the Geothermal Market Report from the National Renewable Energy Laboratory (NREL). Types of direct-use applications include hot springs resorts and pools, aquaculture farms, greenhouses, and district...
Authors
Akindipe, D. and Pauling, H. National Renewable Energy Laboratory
geothermalenergydirect-usethermal applicationsinstallationsmarketunited statesgeothermal direct-usegeothermal heatingdistrict heatinggeothermal wellssite attributestemperature dataflow rategeothermal capacityoperational statusdatabasegeothermal market reportlocationinstallation costoperation costgeothermal resourcesprocessed data
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