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Machine Learning to Identify Geologic Factors Associated with Production in Geothermal Fields: A Case-Study Using 3D Geologic Data from Brady Geothermal Field and NMFk

Oct 01, 2021
5.68 MB
Publicly accessible
In this paper, we present an analysis using unsupervised machine learning (ML) to identify the key geologic factors that contribute to the geothermal production in Brady geothermal field. Brady is a hydrothermal system in northwestern Nevada that supports both electricity producti...
Authors
Siler, D. et al United States Geological Survey
geothermalenergynmfkbrady hot springsmachine learningmlbhsnonnegative matrix factorization k-meanshydrothermalbradyk-meansclusteringnonnegative matrix factorizationmatrix factorizationgeothermalcloudsmarttensorsunsupervised3d well data3d geologic mapgeologic structurefaultsstressgeologycharacterizationgeologic modelproductioncode

Thermal-Hydrological-Mechanical Modelling of Stockton University Reservoir Cooling System, Large Scale Grid

Feb 26, 2021
248.07 MB
Publicly accessible
Mesh, properties, initial conditions, injection/withdrawal rates for modeling thermal, hydrological, and mechanical effects of fluid injection to and withdrawal from ground for Stockton University reservoir cooling system (aquifer storage cooling system), Galloway, New Jersey, on ...
Authors
Smith, J. et al Lawrence Berkeley National Laboratory
geothermalcoolingthermal-hydrological-mechanicalmodelingground sourcesimulationflowcfdflow simulationmodelreservoir coolinginjectionreservoir cooling systemaquifer storage cooling systemgroundground coolinggeothermal coolingreservoirnew jerseystockton universitywithdrawalfea

Compatibility Study of Nanofiltration and Reverse Osmosis Membranes with 1 Cyclohexylpiperidenium Bicarbonate Solutions

Oct 01, 2015
813.38 kB
Publicly accessible
The switchable polarity solvent forward osmosis (SPS FO) desalination process requires use of a polishing filtration step to remove trace quantities of draw solution from the product water stream. Selected nanofiltration (NF) and reverse osmosis (RO) membranes were tested for thei...
Authors
Adhikari, B. et al Idaho National Laboratory
geothermalswitchable polarity solvent forward osmosisnanofiltrationreverse osmosismembranesps fobrinecoupon testsmodule tests

Subsurface Characterization and Machine Learning Predictions at Brady Hot Springs Results

Oct 20, 2021
6.41 MB
Publicly accessible
Geothermal power plants typically show decreasing heat and power production rates over time. Mitigation strategies include optimizing the management of existing wells increasing or decreasing the fluid flow rates across the wells and drilling new wells at appropriate locations. Th...
Authors
Beckers, K. et al National Renewable Energy Laboratory
geothermalenergymachine learningmlsubsurfacecharacterizationbrady hot springsbhspredictionreservoir modelingtime seriespcaprincipal component analysisreservoir managementreservoirdual-porositystimulationinjection testpdetemperatureflowpressuresimulationsingle-fracturedoubletheat maptensorflowcnnlstmmlphydrothermalopen source reservoirosrnevada

Geothermal Data Gap Analysis Over the Western US

Oct 01, 2020
12.79 MB
Publicly accessible
NREL, as part of the Play Fairway Analysis Retrospective, compiled and mapped publicly available geologic and geophysical data in relation to the 2008 USGS geothermal potential analysis. Included in this submission are maps displaying the publicly available data for LIDAR coverage...
Authors
Rhodes, G. and Roberts, B. National Renewable Energy Laboratory
geothermalenergydata gap analysisgeologic mappinggeophysicspfaplay fairway analysisusgsaeromagneticgravity stationgeologygeologicmapcoveragelidardata gap

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

Slip and Dilation Tendency Analysis of Neal Hot Springs Geothermal Area

Dec 31, 2013
49.77 MB
Publicly accessible
Slip and Dilation Tendency in focus areas Critically stressed fault segments have a relatively high likelihood of acting as fluid flow conduits (Sibson, 1994). As such, the tendency of a fault segment to slip (slip tendency; Ts; Morris et al., 1996) or to dilate (dilation tendency...
Authors
E., J. University of Nevada
geothermalneal hot springs geothermal areaslip tendencydilation tendencyneal hot springsfaultingfaultsstressfluid flow conduitsambient stressshapefileshape filegisarcgisdatageospatial data

Ground Source Heat Pump Parameter Survey

Jul 31, 2013
1.42 MB
Publicly accessible
The purpose of this report is to investigate the effects of various parameters in a horizontal loop geothermal heat pump system. The obtained values include the temperature distribution over the entire system as well as the exiting temperature and bulk heat rate of the fluid. The ...
Authors
Gray, E. Wright State University
geothermalground source heat pumpparameter surveyeffect of specific heateffect of thermal conductivityeffect of pipe diametereffect of pipe lengtheffect of fluid velocitysurvey results

Literature Collection for the Evaluation Of Physics-Based Drilling and Alternative Bit Design At The Geysers

Jan 20, 2026
Size unavailable
Publicly accessible
This submission contains links to multiple publications on the Evaluation Of Physics-Based Drilling and Alternative Bit Design At The Geysers. The long-term goal of the project was to safely implement oil and gas industry drilling best-practices, particularly with respect to limit...
Authors
Wriedt, J. Geysers Power Company, LLC
geothermalenergygeyserspublicationsphysics-based drillingbit designlimiter redesignelectronic drilling recordsbit technologycontrol strategies

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

Slip and Dilation Tendency Analysis of the Tuscarora Geothermal Area

Dec 31, 2013
25.18 MB
Publicly accessible
Critically stressed fault segments have a relatively high likelihood of acting as fluid flow conduits (Sibson, 1994). As such, the tendency of a fault segment to slip (slip tendency; Ts; Morris et al., 1996) or to dilate (dilation tendency; Td; Ferrill et al., 1999) provides an in...
Authors
E., J. University of Nevada
geothermaltuscarora geothermal areaslip tendency analysisdilation tendency analysisslip tendencydilation tendencytuscarorafaultingfaultsfluid flow conduitsstressambient stressshapefileshape filegisarcgisdatageospatial data

Utah FORGE: Groundwater Levels Updated March 2022

Mar 16, 2022
19.81 MB
Publicly accessible
This Excel spreadsheet contains Utah FORGE groundwater data for wells WOW2 and WOW3. The data was updated on March 16th, 2022 and contains legacy data. Groundwater data includes the level, offset, date, and time for each measurement. Temperature, drift, water elevation and other p...
Authors
Kirby, S. Utah Geological Survey
geothermalenergyutah forgeutah geothermalutah forge ground watergroundwaterwow2wow3wow2 groundwaterwow3 groundwaterraw datadatawater table depthwater elevationwater temperatureutahsurface levelforge

Utah FORGE: Well 58-32 Stimulation Data

Apr 20, 2019
61.5 MB
Publicly accessible
Pressure, temperature, and flow data from open-hole, upper perforation, and lower perforation well stimulations gathered from various tools collected at well 58-32 during phase 2C.
Authors
Best, S. Geothermal Resource Group
geothermalenergyforgeutahegsmilfordroosevelt hot springspasonsurface instrumentsstimulationpressuretemperatureisolate pumpingflowbackspartek memory pt gaugememory tooldidrillgrggeothermal resource groupbridge plugbadgeropenhole stimulationdidrill survey servicesweatherford hdwell 58-32utah geothermalfracture flowreservoir stimulationhydraulic fracturingphase 2cratehydraulicflowraw dataopen-holeupper perforationlower perforationutah forge

SubTER Final Magnetotelluric (MT) Data: Mineral Mountains, Utah

Oct 13, 2021
15.16 MB
Publicly accessible
Subsurface Science, Technology and Engineering Research, and Development (SubTER) Crosscut is a collaboration across the Department of Energy offices involved in research activities in energy production/extraction, subsurface storage, and environmental remediation. This submission...
Authors
Wannamaker, P. Energy and Geoscience Institute at the University of Utah
geothermalenergysubtersubter mtmagnetotelluric datamt datamineral mountainsmineral mountains mtutah subterutah mtutahmagneticsgeophysicsprocessed datadatamagnetotelluricmtmt soundings

Repetitive Regeneration of Media 1 after REE Sorption from Brine 1 at 70C

Jul 23, 2015
261.02 kB
Publicly accessible
This dataset shows the ability of media #1 to be loaded with REE's, stripped of the REE's sequestered, regenerated, and reused over many cycles.
Authors
Garland, G. Tusaar Corp.
geothermalmedia 1brine 1regenerationelevated temperaturemedia #1brine #1shakertablereerare earth elementrecoveryextractionchemistryaqueous chemistrysequestrationsorptionbrinebrine studyreusablemineral recovery

Kinetics of Chlorite Dissolution at Elevated Temperatures and CO2 Conditions

Jul 01, 2013
860.02 kB
Publicly accessible
Methods and results of the Kinetics of Chlorite Dissolution at Elevated Temperatures and CO2 Conditions are described and discussed in the paper. Data from this experiment is included as a downloadable .xlsx spreadsheet in the linked GDR submission. Chlorite dissolution kinetics w...
Authors
Carroll, S. et al Lawrence Livermore National Laboratory
geothermalchloritekineticsco2temperaturekinetic rate lawdissolutionhigh temperaturegeochemistry

Preliminary performance of HT Datalink

Feb 11, 2014
70.8 kB
Publicly accessible
Preliminary performance of high-temperature (HT) high-speed (HS) data link at room temperature over 5000 ft of wireline. The data shows ability of the data link to adapt by decreasing speed.
Authors
Cieslewski, G. Sandia National Laboratories
geothermaldata linkhigh temperaturehigh-speedadaptive data ratelogging cables

New River Geothermal Exploration (Ram Power Inc.)

Nov 15, 2013
675.7 MB
Publicly accessible
The New River Geothermal Exploration (DOE Award No. EE0002843) is located approximately 25km south of the Salton Sea, near town of Brawley in Imperial County and approximately 150km east of San Diego, California. A total of 182 MT Logger sites were completed covering the two sepa...
Authors
Mirza, R. and Data, E. Ram Power, Inc.
geothermalmagnetotelluric surveymt surveyresistivitymesquitenew rivernorth americaimperial countyelectronic data exchangeedispacial modelspacial modelingsdmseismic reflection surveyfaultsbrawleycaliforniareportsite namesdaily survey notesparallel sensor testspatial modelingsurvey files1ddepth profilesresistivity models2d3ddepth plan mapsmapsgeosoftgeophysical modeling toolsgeotoolsgocadsoftwareappendixvibration monitoringsurvey notesgeospatial data

Utah FORGE: Phase 3 Magnetotelluric (MT) Data

Oct 01, 2020
91.86 MB
Publicly accessible
New high-quality tensor MT data at 122 sites, including the vertical magnetic field and utilizing ultra-remote referencing, have been acquired over the Utah FORGE project area. The results will be used to delineate the densities of faults and fractures in crystalline basement rock...
Authors
Wannamaker, P. and Maris, V. Energy and Geoscience Institute at the University of Utah
geothermalenergyutah forge mtmt datamagnetotelluric datautah forgeforgeutah geothermalgeophysical datafinite elementfeafemgeophysicsgravitymagneticsmagnetotelluricsseismicgeodesyegsroosevelt hot springsmilfordsite characterization

Utah FORGE: 16B(78)-32 RFS DSS Strain Change Rate and Selected FDIs During 16A(78)-32 Stimulation

Mar 02, 2025
2.11 MB
Publicly accessible
This dataset contains strain change rate versus depth data acquired using a Rayleigh frequency shift (RFS) distributed strain sensing (DSS) system during hydraulic stimulation of well 16A(78)-32 at the Utah FORGE site in April 2024. The data were collected from an optical fiber in...
Authors
Jurick, D. et al Neubrex Energy Services (US), LLC
geothermalenergyutah forgeneubrexstrain frac logfiber opticsmicrostrainstraincumulative strain change ratestrain change16a78-3216b78-32egshydraulic stimulationfiber optic sensingstrain change raterfsdssrayleigh frequency shiftdepth profileprocessed datafrac loggeomechanicsfracture driven interactionsfdifrac hitsperforation clustercross-well strain monitoring

Utah FORGE: Seismic DAS and Geophone Borehole Data Processing and 3D Imaging of Vp/Vs Ratio in the 2024 Stimulated Reservoir

Mar 17, 2025
1.28 MB
Publicly accessible
This dataset includes a final report and a 3D velocity model derived from seismic DAS and geophone borehole data collected during the April 2024 stimulation of the reservoir at Utah FORGE. The report details the processing of over 50,000 P and S-wave travel times used in a tomogra...
Authors
Gritto, R. and Jarpe, S. EMR Solutions and Technology
geothermalenergyutah forgeegsseismic borehole datadistributed acoustic sensingdasgeophone3d tomographytomographyp-wave velocitys-wave velocityvp/vs ratiovp/vsreservoir stimulationinduced seismicitywadati analysistravel-time inversioninversionfracturing fluids16a16bearthquake clustersubsurface imaginggeophysics

EGS Collab Experiment 2: Laser Scanned 4100 L Drift Map

Dec 19, 2019
1.26 GB
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
geothermalenergylaser scanned drift mapsurfegs collabhydraulic shearingsanford underground research facilityhydraulic fracturingegslaser scanneddrift mapyates shaftbattery charging stationlaser surveytestbed 2experiment 2autocadleapfrogpoint cloudmapremote sensing

Utah FORGE: Updated Phase 2C Well Location Coordinates

Dec 07, 2020
16.48 kB
Publicly accessible
Utah FORGE has been established to develop, test, and improve the technologies and techniques required to develop EGS-type geothermal resources. Drilling of the first of two deep deviated wells, 16A(78)-32, will begin in the second half of 2020. This well will serve as the injecti...
Authors
Hardwick, C. Utah Geological Survey
geothermalenergyutah forgeforgewell 56-32 locationwell 68-32 locationwell 78-32 locationutah forge phase 2gpsegsroosevelt hot springsmilfordgeospatial datagisshapefileutah geological surveywell dataphase 2cwell locationswell location

Hawaii Play Fairway: Preliminary Core Box Photos, Lanai Island, Hawaii

Jul 01, 2019
Size unavailable
Publicly accessible
Photos of core samples from Lanai Island. During the third phase of the Hawaii Play Fairway project, further exploration involved drilling a groundwater well in Lanai's Palawai Basin and performing more geophysical surveys. The project deepened an existing water well on Lanai. Dri...
Authors
Lautze, N. et al University of Hawaii
geothermalenergyhawaiilanaipfaplay fairway analysiscore photoscorewell datapalawai basinexplorationcharacterizationhydrothermalkerz

Natural Reservoir Analysis in Low-Temperature Geothermal Play Fairway Analysis for the Appalachian Basin

Oct 22, 2015
12.19 MB
Publicly accessible
The files included in this submission contain all data pertinent to the methods and results of this task's output, which is a cohesive multi-state map of all known potential geothermal reservoirs in our region, ranked by their potential favorability. Favorability is quantified usi...
Authors
Jordan, T. and Camp, E. Cornell University
geothermalappalachian basinnew yorkpennsylvaniawest virginiadistrict heatingdeep direct uselow-temperaturereservoirproductivityfavorabilityreservoir productivity indexrpigpfa-abgeothermal play fairway analysispfashapefilegisreservoirsgeospatial datacharacterizationarcgisqgisindexplay fairway analysislow temperature
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