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    2014 Wind Turbine Gearbox Damage Distribution based on the NREL Gearbox Reliability Database
Despite the improvements in wind turbine gearbox design and manufacturing practices, the wind industry is still challenged by premature wind turbine gearbox failures. To help address this industry-wide challenge, a consortium called the Gearbox Reliability Collaborative (GRC) was ...
  Sheng, S. National Renewable Energy Laboratory
Feb 09, 2015
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
Publicly accessible
Fuel Cell Inverter Transition Between Modes of Operation (Grid-Forming and Grid-Following)
This data set shows the operation of the fuel cell inverter under grid-forming mode of operation, grid-following mode of operation and transition between the two modes. 
  Nemsow. . et al National Renewable Energy Laboratory
Dec 23, 2024
2 Resources
0 Stars
Publicly accessible
2 Resources
0 Stars
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Wind Turbine Gearbox Condition Monitoring Vibration Analysis Benchmarking Datasets
Wind turbine condition monitoring (CM) can potentially help the wind industry reduce turbine downtime and operation and maintenance (O&M) cost. NREL CM research has investigated various condition-monitoring techniques such as acoustic emission (AE specifically stress wave), vibrat...
  Sheng, S. National Renewable Energy Laboratory
Mar 28, 2014
5 Resources
2 Stars
Publicly accessible
5 Resources
2 Stars
Publicly accessible
Transportation Secure Data Center
The Transportation Secure Data Center (TSDC) at https//www.nrel.gov/tsdc provides free access to detailed transportation data from travel surveys and studies conducted across the nation. It features millions of data points including second-by-second GPS readings, vehicle character...
  Garikapati and GonderNational Renewable Energy Laboratory
Mar 28, 2016
1 Resources
0 Stars
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1 Resources
0 Stars
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LA100 Equity Strategies: Rates and Affordability Report Data Appendices
Appendix data tables to accompany LA100 Equity Strategies Chapter 5: Rates and Affordability
  Bowen and SimeoneNational Renewable Energy Laboratory
Jul 25, 2023
7 Resources
0 Stars
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7 Resources
0 Stars
Publicly accessible
2018 Annual Technology Baseline ATB Cost and Performance Data for Electricity Generation Technologies Interim Data Without Geothermal Updates
Each year since 2015 NREL has presented Annual Technology Baseline ATB in a workbook that contains detailed cost and performance data both current and projected for renewable and conventional technologies. The workbook includes a spreadsheet for each technology. This workbook prov...
  Augustine. . et al National Renewable Energy Laboratory
Jun 29, 2018
1 Resources
0 Stars
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1 Resources
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DEPRECATED. SEE UPDATE LINK BELOW. Distribution System Upgrade Unit Cost Database
REVISED 1/2/2019. SEE UPDATE LINK BELOW.  This database contains unit cost information for different components that may be used to integrate distributed photovotaic D-PV systems onto distribution systems. Some of these upgrades and costs may also apply to integration of other dis...
  HorowitzNational Renewable Energy Laboratory
Nov 20, 2017
3 Resources
0 Stars
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3 Resources
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2019 Distribution System Upgrade Unit Cost Database Current Version
IMPORTANT NOTE: This is the current version of NREL's Distribution System Unit cost Database and should be considered the most up-to-date. Compared to the previous version (https//data.nrel.gov/submissions/77) this database has additional data points and has been modified for impr...
  HorowitzNational Renewable Energy Laboratory
Jan 02, 2019
3 Resources
0 Stars
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3 Resources
0 Stars
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BUTTER-E Energy Consumption Data for the BUTTER Empirical Deep Learning Dataset
The BUTTER-E Energy Consumption Data for the BUTTER Empirical Deep Learning Dataset adds node-level energy consumption data from watt-meters to the primary sweep of the BUTTER Empirical Deep Learning Dataset. This dataset contains energy consumption and performance data from 63,52...
  Tripp, C. et al National Renewable Energy Laboratory
Dec 30, 2022
9 Resources
1 Stars
Publicly accessible
9 Resources
1 Stars
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Building Component Library
The Building Component Library (BCL) is the U.S. Department of Energy's comprehensive online searchable library of energy modeling building blocks and descriptive metadata. Novice users and seasoned practitioners can use the freely available and uniquely identifiable components to...
  Long, N. and Fleming, K. National Renewable Energy Laboratory
Nov 25, 2014
1 Resources
0 Stars
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1 Resources
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Geothermal Permitting and NEPA Timeline Analysis
In this analysis, we outline the types of NEPA-related analyses and approvals (e.g., environmental assessment), and we provide examples of geothermal development activities (e.g., well drilling) that might require each type of approval, including an overview and discussion of the ...
  Young, K. et al National Renewable Energy Laboratory
Sep 30, 2014
5 Resources
0 Stars
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5 Resources
0 Stars
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Global Value Chain and Manufacturing Analysis on Geothermal Power Plant Turbines
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...
  Akar, S. et al National Renewable Energy Laboratory
Mar 30, 2018
6 Resources
0 Stars
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6 Resources
0 Stars
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Geothermal Project Database Supporting Barriers and Viability Analysis for Development by 2020 Timeline
This data provides the underlying project-level analysis and data sources complied in response to the DOE request to determine the amount of geothermal capacity that could be available to meet the President's request to double renewable energy capacity by 2020.  
The enclosed dat...
  Wall, A. and Young, K. National Renewable Energy Laboratory
Oct 21, 2014
2 Resources
0 Stars
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2 Resources
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Data for "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production"
Raw data associated with the manuscript, "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production"
  Tillman. . et al National Renewable Energy Laboratory
Jul 18, 2025
7 Resources
0 Stars
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7 Resources
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Geothermal Data Gap Analysis Over the Western US
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...
  Rhodes, G. and Roberts, B. National Renewable Energy Laboratory
Oct 01, 2020
4 Resources
0 Stars
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4 Resources
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Renewable Electricity Procurement Options Data
The Procurement Analysis Tool (PAT) was developed at NREL to help organizations explore renewable energy options that align with their goals. Users input facility data and answer goal-oriented questions. PAT analyzes this information to identify potential wind, solar, or storage r...
  Day, M. National Renewable Energy Laboratory
Nov 12, 2019
5 Resources
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5 Resources
0 Stars
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Identifying Pathways for Enhanced Collaboration between the Mining and Geothermal Industries Techno-Economic Analysis and Data Summaries
These spreadsheets include a Techno-Economic Analysis (TEA) summary and descriptions and links to mining data analyzed as part of this study. The TEA summary includes the results from several mining data-informed geothermal development models analyzed using the DOE's Geothermal El...
  Rhodes, G. et al National Renewable Energy Laboratory
Mar 31, 2020
2 Resources
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2 Resources
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Visualization Encoding Experiments for Power Systems Analysis
Through a human factors study, we evaluated the use of contour and glyph visualizations for two modern power systems models: an urban distribution model and a large-scale transmission model. This dataset provides model data and scripts for recreating the power flow data and visual...
  Gruchalla. . et al National Renewable Energy Laboratory
Oct 26, 2022
4 Resources
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4 Resources
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Performance Analysis of a Stirling Engine Hybrid Power System
This project presents the performance analysis of a photovoltaic (PV)/Stirling battery system in terms of energy efficiency, economic feasibility, and environmental sustainability. The analysis includes the dynamic start-up and cooling phases of the system, and then compares its p...
  Zabalaga, P. et al National Renewable Energy Laboratory
Dec 20, 2019
7 Resources
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7 Resources
0 Stars
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Planning for the Evolution of the Electric Grid with a Long-Run Marginal Emission Rate Data and Code
Data and code generated for the paper "Planning for the evolution of the electric grid with a long-run marginal emission rate," Pieter Gagnon and Wesley Cole, 2022.
  Gagnon and ColeNational Renewable Energy Laboratory
Feb 02, 2022
5 Resources
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5 Resources
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Competing Use Analysis for Offshore Renewables and Subsea Cables
Demand for abundant and diverse resources in the oceans is growing, necessitating marine spatial planning. To inform development of Marine Hydrokinetic (MHK) and Offshore Wind (OSW) resources, the Department of Energy (DOE) has asked NREL to identify the competing uses areas betwe...
  Best, B. and Kilcher, L. National Renewable Energy Laboratory
Aug 29, 2019
3 Resources
0 Stars
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3 Resources
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Assessing Low-Temperature Geothermal Play Types: Relevant Data and Play Fairway Analysis Methods
This data catalog contains information on low temperature geothermal play types. The U.S. Department of Energy (DOE) Geothermal Technologies Office (GTO) supports the Geothermal Heating and Cooling Geospatial Datasets and Analysis project, conducted by the National Renewable Energ...
  Davalos, E. et al National Renewable Energy Laboratory
Jan 01, 2023
4 Resources
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4 Resources
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Availability Estimates of Low-Cost, Dispatch-Constrained Electricity (LDE)
This dataset accompanies the report "Potential Availability of and Supply Curves for Low-Cost, Dispatch-Constrained Electricity", which provides initial estimates of the quantity and availability of the potential low-cost, dispatch-constrained electricity (LDE) resource in the Uni...
  Ruth. . et al National Renewable Energy Laboratory
Feb 20, 2023
5 Resources
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5 Resources
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GeoVision: Harnessing the Heat Beneath Our Feet Analysis Inputs and Results
This submission includes input and results data from analysis done as part of the Geothermal Technology Office's Geothermal Vision Study (GeoVision). The submission includes data for both analysis of the electricity sector and the heating and cooling sector. For the electricity se...
  Geothermal Technologies Office, U. National Renewable Energy Laboratory
Sep 30, 2019
16 Resources
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16 Resources
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Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (EFS)
This data set contains the full-resolution and state-level data described in the linked technical report (https://www.nrel.gov/docs/fy18osti/71492.pdf). It can be accessed with the NREL-dsgrid-legacy-efs-api, available on GitHub at https://github.com/dsgrid/dsgrid-legacy-efs-api a...
  Hale, E. et al National Renewable Energy Laboratory
Jul 08, 2018
6 Resources
0 Stars
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6 Resources
0 Stars
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