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GOOML Big Kahuna Forecast Modeling and Genetic Optimization Files

Jun 30, 2021
13.6 MB
Publicly accessible
This submission includes example files associated with the Geothermal Operational Optimization using Machine Learning (GOOML) Big Kahuna fictional power plant, which uses synthetic data to model a fictional power plant. A forecast was produced using the GOOML data model framework ...
Authors
Buster, G. et al Upflow
geothermalenergymachine learningoptimizationoperationssynthetic datapower plantbig kahunagoomlgenetic optimizationforecastinputsoutputsconfigurationexamplephygnnphysics guided neural networkssteamfieldsteam fieldwellsflash plantsneural networkdataprocessed datacodepythonsimulationmodel

Geothermal Electricity Technology Evaluation Model (GETEM) Individual Case Files and Summary Spreadsheet (GETEM version Spring 2013)

Mar 07, 2013
54.02 MB
Publicly accessible
This group of files includes 10 GETEM individual scenario files and 1 summary spreadsheet. Each spreadsheet contains final data (following the revisions made between summer of 2011 and spring of 2013).
Authors
Entingh, D. et al Idaho National Laboratory
geothermalgetemgeothermal electricity technology evaluation modellevelized cost of electricitylcoe

Evaluation Data of a High Temperature COTS (Commercial Off-the-Shelf) Flash Memory Module (TI SM28VLT32) for Use in Geothermal Electronics Packages

Aug 29, 2014
284.53 MB
Publicly accessible
The accompanying raw data is from tests of the TI SM28VLT32 flash memory module at temps of 200C, 225C, and 29C. Each data file is 3 columns and tab-delimited with the first column being the data address, the second column being the first byte of the data, and the third column bei...
Authors
Cashion, A. Sandia National Laboratories
geothermaldownhole electronicscomponent evaluationborehole temperaturesmemoryevaluation datahigh temperaturecots flash memory modelelectronicsflash memory moduleti sm28vlt32

Cascades/Aleutian Play Fairway Analysis: Data and Map Files

Nov 15, 2015
1.44 GB
Publicly accessible
Contains Excel data files used to quantifiably rank the geothermal potential of each of the young volcanic centers of the Cascade and Aleutian Arcs using world power production volcanic centers as benchmarks. Also contains shapefiles used in play fairway analysis with power plant...
Authors
Shevenell, L. ATLAS Geosciences Inc
geothermalworld volcanic centersplay fairwaycascadesaleutianspfaplay fairway analysisgis datamap datamap packagegeochemistrygeothermometryspringswellsfumarolessurface areapower plantsmw capacitiessurface areasvolcanic ventsrock typevolcanic centersstructural characteristicstectonic settingshapefilesaleutiangeochemsitry datastructural datageospatial data

Geothermal Life Cycle Calculator

Mar 11, 2014
95.09 kB
Publicly accessible
This calculator is a handy tool for interested parties to estimate two key life cycle metrics, fossil energy consumption (Etot) and greenhouse gas emission (ghgtot) ratios, for geothermal electric power production. It is based solely on data developed by Argonne National Laborator...
Authors
Sullivan, J. Argonne National Laboratory
geothermalcalculatorlife cycle metricsgreenhouse emissions ratelife cycle metricgreenhouse gas emissions ratefossil energy consumptiongreenhouse gas emissionsratioselectric powerlife cycleghgemissionsperformanceexplorationcapacitylifetimecapacity factorenvironmentenvironmentalratioenergy

Global Value Chain and Manufacturing Analysis on Geothermal Power Plant Turbines

Mar 30, 2018
4.93 MB
Publicly accessible
In this study, we have undertaken a robust analysis of the global supply chain and manufacturing costs for components of Organic Rankine Cycle (ORC) Turboexpander and steam turbines used in geothermal power plants. We collected a range of market data influencing manufacturing from...
Authors
Akar, S. et al National Renewable Energy Laboratory
geothermalenergymanufacturingturboexpanderorcsteam turbinevalue chainpower plantclean energy manufacturing analysis center

GIS Resource Compilation Map Package Applications of Machine Learning Techniques to Geothermal Play Fairway Analysis in the Great Basin Region, Nevada

Jun 01, 2021
831.16 MB
Publicly accessible
This submission contains an ESRI map package (.mpk) with an embedded geodatabase for GIS resources used or derived in the Nevada Machine Learning project, meant to accompany the final report. The package includes layer descriptions, layer grouping, and symbology. Layer groups incl...
Authors
Brown, S. et al Nevada Bureau of Mines and Geology
geothermalenergynevadamachine learningmap packagegispcanmfbnnannelmgeochemistrygeophysicsheat flowslip and dilationstructureplay fairwaypfaexplorationcharacterizationgreat basindlipdilationgeodatabasehydrothermaldatamodelsprocessed datapaleo-geothermal featurestest sittessupervisedunsupervisedcultural

Raft River Geothermal Area Logical and Fact Data Models

Jul 19, 2012
1.41 MB
Publicly accessible
This submission includes fact and logical data models for geothermal data concerning wells, fields, power plants and related analyses at Raft River, ID. The fact model is available in VizioModeler (native), html, UML, ORM-Specific, pdf, and as an XML Spy Project. An entity-relatio...
Authors
Cuyler, D. Sandia National Laboratories
geothermalraft rivercassia countyidahological modelfact modelwellfieldpower plantanalysisdata modelgeothermexus geothermalentity-relationshiperpdfviziomodelernativehtmlxmixmlumlclassattributepropertiesormxml spyprojecteditorconceptual modelerdspy project

Nevada Great Basin Play Fairway Analysis Regional Data

Oct 28, 2015
260.6 MB
Publicly accessible
This project focused on defining geothermal play fairways and development of a detailed geothermal potential map of a large transect across the Great Basin region (96,000 km2), with the primary objective of facilitating discovery of commercial-grade, blind geothermal fields (i.e. ...
Authors
Faulds, J. Nevada Bureau of Mines and Geology
geothermalnevadaearthquakesquaternary faultsgeodetic straingravityfavorabilitypermeabilitywellsspringsstructurestransmission linesexplorationwildernessheatiso 240iso 267hgmgravity stationsstrain ratemt stationsquaternaryfaultsslip ratesummed slipdilation tendencyerrordirect evidenceinputmodeldegree of explorationmagnitudedepthlocationfairwaybenchmarks130ccombined permeabilityfaultbufferexploration opportunitiesanomalous valuespower plantsgreat basingeothermal systems3kmtemperature modelquaternary faultrecencystudyhorizontalgradient2.40g/ccphase 2second invarianthorizontal gravity gradientregional permeabilityearthquakedilation potentialslip ratesslip tendencysummed dilationfault namepowertransmission20kmtemperaturegeothermometerforest serviceblmusfsndotroadsmxdmaparcgismpkmap packagenv great basingeospatial datadataarc

Resource Analysis for Deep Direct-Use Feasibility Study in East Texas

Jun 28, 2018
20.79 MB
Publicly accessible
The National Renewable Energy Laboratory, Southern Methodist University Geothermal Laboratory, Eastman Chemical, Turbine Air Systems, and the Electric Power Research Institute are evaluating the feasibility of using geothermal heat to improve the efficiency of natural gas power pl...
Authors
Richards, M. et al Southern Methodist University
geothermalenergyeast texastravis peaksabine uplifthosstonsligocotton valleylongvieweastman chemicalreservoir productivity indexrpiheatflowheat flowsmusouthern methodist universitynrelbottom hole temperaturebhtabsorption chillpresentationmemodatapaperpublicationjournal articleddutxfeasibilitydeep direct-use

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
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