AndreaBozzo/ceres-open-data-index huggingface dataset:
Deep Direct-Use Feasibility Study Energy Demand Characterization and Surface Plant Modeling for West Virginia University

This dataset provides information gathered to determine end use load and assessment of existing district heating systems (DHS). It also provides Aspen simulation files used to model hybrid natural gas geothermal district heating and cooling (GDHC) system along with Exchange Design and Rating (EDR) files to design Plate Heat Exchanger (PHE) and Capital cost estimator project set up used for capital cost evaluation of surface plant and retrofit distribution lines. In addition, ChemCAD files used for preliminary analysis of conversion of steam-based to hot water based system are included.  A combination of proprietary and free software may be required to view some of the information provided. Software used for surface modeling, capital cost analysis include ASPEN Suite (HYSYS, EDR, ACCE). For ACCE template files, you will have to change the directories of the files to match your computer.

Tags: acce, appalachian-basin, aspen, capital-cost, characterization, chemcad, ddu, deep-direct-use, demand, dhs, district-heating, district-heating-and-cooling, edr, egs, end-use, energy, energy-demand, energy-demand-characterization, exchange-design-and-rating, feasibility, feasibility-study, gdhc, geothermal, hybrid-geothermal-natural-gas, hybrid-geothermal-natural-gas-system, hysys, load, modeling, natural-gas, natural-gas-demand, phe, plate-heat-exchanger, surface-plant, surface-plant-modeling, west-virginia-university, wvu
Organization: Department of Energy
Deep Direct-Use Feasibility Study Numerical Modeling and Uncertainty Analysis using iTOUGH2 for West Virginia University

To reduce the geothermal exploration risk, a feasibility study is performed for a deep direct-use system proposed at the West Virginia University (WVU) Morgantown campus. This study applies numerical simulations to investigate reservoir impedance and thermal production. Because of the great depth of the geothermal reservoir, few data are available to characterize reservoir features and properties.  As a result, the study focuses on the following three aspects: 1. model choice for predicting reservoir impedance and thermal breakthrough: after investigating three potential models (one single permeability model and two dual permeability models) for flow through fractured rock, it is decided to use single permeability model for further analysis; 2. well placement (horizontal vs. vertical) options: horizontal well placement seems to be more robust to heterogeneity and the impedance is more acceptable; 3. Prediction uncertainty: the most influential parameters are identified using  a First-Order-Second-Moment uncertainty propagation analysis, and the uncertain range of the model predictions is estimated by performing a Monte Carlo simulation. Heterogeneity has a large impact on the perdition, therefore, is considered in the predictive model and uncertainty analysis. The numerical model results and uncertainty analysis are used for economic analysis. The dataset submitted here support the described study. Manuscript is submitted to Geothermics, will be linked once paper is accepted.

Tags: analysis, ddu, deep-direct-use, direct-use, economic, economic-analysis, exploration-risk, feasibility, first-order-second-moment-uncertainty-propagation-analysis, flow, flow-model, fracture, geothermal, geothermal-exploration-risk, geothermics, itough2, lbnl, matrix, modeling, monte-carlo, morgantown, numerical-modeling, paper, permeability, permeability-models, reservoir-flow-model, reservoir-impedance, resource-potential, simulation, thermal-breakthrough, thermal-production, tuscarora, tuscarora-sandstone, uncertainty, uncertainty-analysis, west-virginia-university, wvu
Organization: Department of Energy
EGS Collab Experiment 1: Earth Model Input Files

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. Six of these holes are used for geophysical monitoring, one is used for hydraulic fracturing and the remaining hole was designed as a production borehole. In addition to these eight boreholes, 4 5-m Jack leg boreholes were drilled for housing geophones. This submission package includes various data type that were assembled to create Earth Models of the testbed.

Note: The coordinate system used is local Homestake Mine Coordinate (HMC) system from an old gold mine that was in operation for over 100 years.

Tags: autocad, borehole, earth-model, egs, egs-collab, energy, experiment, experimental, fracturing, geology, geophones, geophysical-monitoring, geospatial-data, geothermal, homestake-mine, hydraulic, hydraulic-fracturing, input, jack-leg-boreholes, modelling, sanford-underground-research-facility, sensors, stimulation, subhorizontal-boreholes, surf, testbed-1, well-data, west-access-drift
Organization: Department of Energy
Environmental Impact Calculations for Geothermal DDU system on WVU Campus

This dataset contains all the inputs used and output produced from Matlab for the environmental analysis of an improved hybrid geothermal district heating and cooling (GDHC) system with a heat pump, without a heat pump, and for a hot water GDHC. Detailed descriptions of the contents of this repository are provided below.

Tags: assessment, co2, coal, ddu, ea, energy, environment, environmental, flow, gdhc, geothermal, heat-pump, hot-water, hybrid, injection-test, matlab, modeling, natural-gas, natural-gas-boilers, west-virginia-university, wvu
Organization: Department of Energy
EGS Collab: Modeling and Simulation Working Group Teleconference Series (1-98)

This submission contains the presentation slides and recordings from the first 98 EGS Collab Modeling and Simulation Working Group teleconferences. These teleconferences served three objectives for the project: 1) share simulation results, 2) communicate field activities and results to the simulation teams, and 3) hold open scientific discussions on EGS topics. 

Tags: c-dots, dts, egs, egs-collab, energy, experiment, flow, fracturing, geothermal, heat-flow, hydraulic, injection-test, modeling, pressure, sanford-underground-research-facility, stimulation, surf, temperature, tracer
Organization: Department of Energy
NWEI Azura Oct 2015 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navy's Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawaii (MCBH) on the windward (northeast) coast of the island of Oahu, HI.  See general documentation describing specifics of the data files and formats in a separate submission.

Tags: absorber, azura, buoy, crio, electric-power, energy, field-data, field-test, generation, hawaii, hydrokinetic, marine, mhk, navy, northwest-energy-innovations, nwei, ocean, point, point-absorber-buoy, power, raw-data, renewable, testing, wave, wave-energy, wec, wets
Organization: Department of Energy
Turbine Depth Optimization Study, Admiralty Inlet, WA

The zipped file contains a directory of data and routines used in the NNMREC turbine depth optimization study (Kawase et al., 2011), and calculation results thereof. For further info, please contact Mitsuhiro Kawase at kawase@uw.edu.

Tags: admiralty-head, admiralty-inlet, area, average-power, average-speed, barotropic, calculation-results, calculations, capacity-contour, capacity-factor, characterization, code, data, depth, depth-optimization, hub-height, in-stream, matlab, mhk, nnmrec, northwest-national-marine-renewable-energy-center, optimization, optimize, pmec, power-density, power-law, pressure, procedure, profile, puget-sound, rated-power, rated-speed, routines, snohomish, sound-and-sea-technology, sst, technical-report, technology, tidal, tide-period, turbine, turbine-depth-data, turbine-power-output, wa, washington, water-velocity
Organization: Department of Energy
Direct-Drive Electrical Generator and PTO System for Flap-type Wave Energy Converters

Project and generator specifications and initial prototype test data for flap-type wave energy converters (WEC)

Tags: 300-rpm, abb, accelerometer, ansys, back-emf, cad, calculations, converter, direct-drive, efficiency, energy, flap, flap-angle, flap-power, flap-type, generator, hydrokinetic, lab-test, load, lumped-parameter, marine, matlab, mhk, modeling, oscillating, performance-evaluation, pole-modulated, power, prototype, pto, resistive-load, shear-stress, simulink, specifications, specs, stator, stator-generator, steady-state, steady-state-lumped-parameter-analysis, surge, surge-converter, technology, test, testing, tooth-wound, torque, torque-volume-density, torque-weight-density, wave, wave-energy-converters, wec
Organization: Department of Energy
Rare Earth Element Geochemistry of Produced Waters in WY

Update of rare earth element data from oil and gas reservoirs. These data include major, minor, trace and rare earth element concentration of geologic formations in Wyoming oil and gas fields.


Tags: coproduced, core-sample, energy, geochemistry, geochemsitry, geologic-formations, geothermal, isotopes, ngds-content-model, oil-and-gas, produced-water, rare-earth-elements, ree, rock-chemistry, usgin-content-model
Organization: Department of Energy
West Flank Coso FORGE: 33-7 Image Log

EMI (Electric Micro Imaging tool, Halliburton) image log in GMI Imager format. GMI Imager is software available from Baker Hughes and is used to open .img files.

Tags: borehole, california, coso, downhole, egs, emi, forge, geomechanics, geothermal, gmi, gpm-microwave-imager, image-log, imaging, well-data, well-logging, west-flank, west-flank-coso
Organization: Department of Energy
West Flank Coso FORGE: 52B-7 Image and Mud Log

FMI image log and mud log of well 52B-7

Tags: 52b-7, borehole, california, carbon-dioxide, co2, coso, downhole, drill-log, drilling, egs, ethane, fmi, forge, gas-analysis, geomechanics, geothermal, gmi, hydrogen-sulfide, image, image-log, imaging, lithology, log, methane, mineralogy, mud-log, temperature, well, well-data, well-log, well-logging, west-flank, west-flank-coso
Organization: Department of Energy
Utah FORGE: Groundwater Data

This submission includes two modeled drawdown scenarios with new supply well locations, a total dissolved solids (TDS) concentration grid (raster dataset representing the spatial distribution of TDS), and an excel spreadsheet containing well data.

Tags: aquifer, arcgis, characterization, concentration, concentrations, data, drawdown, egs, flow-rate, forge, geochemistry, geospatial-data, geothermal, gis, groundwater, location, milford, model, modelled, potential, predicted, reservoir, resource, roosevelt-hot-springs, scenario, shape-file, shapefile, supply, supply-well, tds, test, transducer, utah, utah-forge, water-table, well, well-data, well-location, wells
Organization: Department of Energy
HT Flash and Tantalum Capacitor Report

Pushing the boundaries with geothermal tool development can often necessitate exceeding manufacturer specifications for temperature and pressure of individual circuit components. Detailed here are the efforts surrounding geothermal temperature characterization of commercially available HT-Flash memory modules made by Texas Instruments (SM28VLT32-HT) and preliminary results of 3 commercial solid tantalum capacitors. Flash evaluation boards were modified for high temperature application and read, write and erase functionality were tracked as well as prolonged data retention at various temperatures well beyond datasheet specifications.

Tags: capacitor, component-testing, components, downhole, electronics, flash, flash-memory, geothermal, geothermal-tools, high-temp, high-temperature, ht, ht-components, limitations, manufacturer, pressure, specifications, tantalum, technology, temperature, tool-development
Organization: Department of Energy
Deep Direct-Use Feasibility Study Estimation of Reservoir Properties for the Tuscarora Sandstone

This dataset contains black-and-white photographic images of individual core segments from well Preston 119 and photomicrographs taken of petrographic thin sections from well Clay 513. Minipermeameter measurement results of 2,260 samples for fracture and matrix permeability on core segments for well Preston 119. These results are summarized in figures, spreadsheets, and PowerPoints.  Microsoft Excel will be necessary to examine the permeability data and software capable of reading a .PDF file will be needed to view the file of annotated core CT scans.  Microsoft Powerpoint will be necessary to view the photomicrograph presentation.

Tags: appalachian-basin, characterization, core-segments, ddu, deep-direct-use, depth, egs, feasibility, fracture-analysis, fracture-permeability, geologic, geothermal, matrix-permeability, minipermeameter, permeability, photomicrographs, properties, reservoir, reservoir-analysis, thermal, thickness, thin-section-analysis, tuscarora-sandstone, wv, wvges, wvu
Organization: Department of Energy
Deep Direct-Use Feasibility Study Tuscarora Sandstone Geophysical Log Digitization

This dataset contains well log files collected from wells penetrating the Tuscarora Sandstone, structural geologic map of West Virginia and salinity information based on brine geochemistry in West Virginia and Pennsylvania. 
A combination of proprietary and free software may be required to view some of the information provided. Software used for data analysis and figure creation include ESRI ArcGIS. For GIS map files, you will have to change the directories of the files to match your computer. LAS files were digitized using IHS Petra software, but may be viewed in Microsoft Notepad, or converted to .csv files in Microsoft Excel.

Tags: appalachian-basin, brine-geochemistry, ddu, deep-direct-use, density, depth, digitization, egs, energy, feasibility, geochemistry, geospatial-data, geothermal, gis, permeability, properties, salinity-infomation, structural-map, thickness, tuscarora-sandstone, well-data, well-logs, wvges, wvu
Organization: Department of Energy
Utah FORGE: Phase 2C Topical Report

This is the topical report that wraps up the work and results achieved during Utah FORGE Phase 2C. The zip file includes several folders containing (1) an overview; (2) the results; (3) the lessons learned; and (4) the conclusions. It also contains a folder containing appendices including (1) the updated permitting inventory; (2) the updated site characterization data inventory; (3) the updated conceptual geological model; and (4) the stakeholders engagement and outreach status.

Tags: alluvium-granitoid, characterization, conceptual, conclusions, das, data-inventory, distributed-acoustic-sensing, egs, energy, feasibility, forge, geologic, geology, geophysics, geothermal, gravity, gravity-measurements, injection-test, injection-testing, insar, learned, lessons, microseismic, microseismicity, milford, model, modeling, moderate-rate-injection-tests, numerical-reservoir-models, overview, permitting, phase-2c-topical-report, remote-sensing, results, roosevelt-hot-springs, seismic, seismic-reflection-survey, site, stimulated, stimulation, technical, utah-forge, utah-forge-phase-2c, utah-forge-phase-2c-report
Organization: Department of Energy
Cornell Ithaca Campus heat use data for a model year

Hourly steam use data for all significant buildings from the fiscal year (FY) 2017 (1 July 2016 - 30 June 2017) are provided. The total annual campus heating load in FY 2017 was about 0.81 trillion Btu (283,000 MWth-hrs). 

The data are presented as a spreadsheet, detailing on an hourly basis the total steam utilized for all buildings in each of three categories of buildings. Also available are conversions of that steam mass to Megawatts-thermal (MWth). For the same hour, the outdoor temperature, relative humidity, and enthalpy values are listed.

Tags: appalachian-basin, assessment, building-heat-demand, cornell-university, ddu, direct-use, direct-use-heating, district-heating, ea, earth-source-heat, energy, energy-metering, environment, environmental, geothermal, ghp, heat-pump, heating, low-temperature-geothermal, new-york-state, steam-data, steam-use-data, temperature
Organization: Department of Energy
Utah FORGE: High-Resolution DAS Microseismic Data from Well 78-32

This regards a high-resolution DAS microseismic dataset produced by Silixa from Utah FORGE Phase 2C seismic monitoring well 78-32 during stimulation testing of well 58-32. It is a very large dataset and as such it is currently not directly available on GDR. However, it is available for download from the Center for High Performance Computing (CHPC) at the University of Utah using the shell script below. Additional survey information and tips for running the script are available in the attached downloadable Word Document file.

Tags: das, dasv, distributed-acoustic-sensing, distributed-temperature-sensing, dts, dxs, energy, forge, forge-phase-2c, geophysics, geothermal, microseismic-data, microseismicity, milford, monitoring, processed-data, raw-data, roosevelt-hot-springs, seg-y, segy, silixa, silixa-microseismic-data, stimulation, utah, utah-forge, utah-geothermal, well-58-32, well-58-32-stimulation-seismicity, well-78-32, well-78-32-microseismic-data, well-data, well-location
Organization: Department of Energy
EGS Collab Experiment 1: Well Locations and Orientations.

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. Six of these holes are used for geophysical monitoring, one is used for hydraulic fracturing and the remaining hole was designed as a production borehole. In addition to these eight boreholes, 4 5-m  Jack leg boreholes were drilled for housing geophones. This submission package includes well head locations, total lengths of boreholes, their orientations (gyro data). The reported boreholes orientation data were primarily obtained with REFLEX GYRO (TM) survey right after the completion of each hole. Gyro based orientations were later verified and refined with the results of magnetic orientation survey. Well head locations were ascertained by Laser/Lider survey of the drift around the Testbed.

Tags: boreholes, egs, egs-collab, energy, fracturing, geophysical-monitoring, geothermal, hydraulic, laser-lider, magnetic-orientation-survey, orientations, reflex-gyro, sanford-underground-research-facility, sigma-v, stimulation, surf, testbed-1, well-location, west-access-drift
Organization: Department of Energy
Geothermal Reservoir Simulation Results in support of Feasibility Study of Direct District Heating for the Cornell Campus Utilizing Deep Geothermal Energy

This dataset contains input data, code, ReadMe files, output data, and figures that summarize the results of a stochastic analysis of geothermal reservoir production from two potential geothermal reservoirs that were evaluated for the Cornell University Deep Direct-Use project. These potential reservoirs are the Trenton-Black River (TBR) from 2.27-2.3 km depth, and basement rocks from 3.0-3.5 km depth and 3.5-4.0 km depth. Several utilization scenarios consisting of different injection fluid temperatures and flow rates were evaluated for each reservoir. Uncertainty in geologic properties, thermal properties, economic costs, and utilization efficiencies were evaluated using a Monte Carlo analysis of the reservoir simulations. Some reservoir simulations of the TBR were completed using the TOUGH2 software, as implemented in PetraSIM. The PetraSIM run files and associated data are provided with this submission. All other reservoir simulations were completed using the GEOPHIRES software, with some modifications to complete the uncertainty analyses. ReadMe files that describe additions to GEOPHIRES, the GEOPHIRES input data, and the output data are all provided, and references are provided to the code repository. Figures that summarize the reservoir heat production, temperature drawdown, and the probability of meeting targeted building heating demands with the produced heat and fluid temperatures are provided.

Tags: cornell, cornell-university, ddu, direct-use, direct-use-heating, district-heating, economic-value, energy, environmental-value, externality-values, geophires, geothermal, heat-pumps, levelized-cost-of-heat-lcoh, low-temperature-geothermal, monte-carlo, monte-carlo-analysis, new-york-state, petrasim, reservoir-simulation, stochastic-analysis, techno-economic-analysis, tough2, trenton-black-river, uncertainty-analysis
Organization: Department of Energy
Appalachian Basin Temperature-Depth Maps and Structured Data in support of Feasibility Study of Direct District Heating for the Cornell Campus Utilizing Deep Geothermal Energy

This dataset contains shapefiles and rasters that summarize the results of a stochastic analysis of temperatures at depth in the Appalachian Basin states of New York, Pennsylvania, and West Virginia. This analysis provides an update to the temperature-at-depth maps provided in the Geothermal Play Fairway Analysis of the Appalachian Basin (GPFA-AB) Thermal Quality Analysis (GDR repository 879: https://gdr.openei.org/submissions/879). This dataset improves upon the GPFA-AB dataset by considering several additional uncertainties in the temperature-at-depth calculations, including geologic properties and thermal properties. A Monte Carlo analysis of these uncertain properties and the GPFA-AB estimated surface heat flow was used to predict temperatures at depth using a 1-D heat conduction model. In this data submission, temperatures are provided for depths from 1-5 km in 0.5 km increments. The mean, standard deviation, and selected quantiles of temperatures at these depths are provided as shapefiles with attribute tables that contain the data. Rasters are provided for the mean and standard deviation data. Figures and maps that summarize the data are also provided. For the pixel corresponding to Cornell University, Ithaca, NY, a .csv file containing the 10,000 temperature-depth profiles estimated from the Monte Carlo analysis is provided. These data are summarized in a figure containing violin plots that illustrate the probability of obtaining certain temperatures at depths below Cornell.

Tags: appalachian-basin, cornell, cornell-university, ddu, direct-use-heating, district-heating, ea, economic, energy, environmental-value, externality-values, geospatial-data, geothermal, ghp, heat-pump, levelized-cost-of-heat-lcoh, low-temperature-geothermal, monte-carlo, monte-carlo-analysis, new-york-state, raster, reservoir-simulation, shapefile, techno-economic-analysis, thermal-data, uncertainty-analysis
Organization: Department of Energy
Tularosa Basin Play Fairway Analysis: Strain Analysis

A DEM of the Tularosa Basin was divided into twelve zones, each of which a ZR ratio was calculated for. This submission has a TIFF image of the zoning designations, along with a table with respective ZR ratio calculations in the metadata.

The primary results are in the table below, and high ZR ratio values indicate relatively high strain rates.
Zone	ZR ratio
1	1.2852479
2	1.17442846
3	0.89700274
4	0.74546427
5	0.99841793
6	0.86434253
7	0.83016287
8	1.91696538
9	1.13691977
10	1.68062953
11	1.23044486
12	1.13160887

Tags: analysis, basin, exploration, geothermal, new-mexico, ratio, strain, strain-rate, texas, tularosa, zr, zr-ratio
Organization: Department of Energy