Reports¶
This page contains information about the Reports data source in the Dimensions BigQuery project.
See also
Dimensions DSL API Documentation for this type is also available from here.
Reports Schema¶
Field |
Type |
Description |
Example |
---|---|---|---|
|
Literal: String |
Abstract of a report. |
"In order to validate distributed energy resource (DER) models operated with grid services in the GMLC 1.4.2 team\u2019s February (GMLC 2019a) and July (GMLC 2019b) reports, a test and measurement program using actual DER devices was conducted by national laboratories for three devices: (1) electric vehicles (EVs), (2) water heaters, and (3) commercial refrigeration. Test procedures were developed and carried out to identify the mathematical models and their parameters that describe the operational function, characterize the physics, and obey transient response of the devices. This report focuses on the experimental results obtained to develop and verify simulations of three specific EV models. This section summarizes elements of the mathematical model and shows the necessity data collected from the EVs while charging and discharging (driving). In the course of the study, we found it necessary to make some modifications to the model to deal with observed transient behavior. Section 1.2 details the model assumptions and equations, Section 1.3 provides details of the EVs tested, Section 1.4 outlines the test procedures developed for the projects, and Section 1.5 presents the experimental results obtained for the three different EVs tested and how these results compare to the models running the same test profiles.For further information about the model, how it is used in simulating larger subfleets, and how the generic \u201cbattery-equivalent model\u201d is used to generically describe a number of different DER types, see \u201cGrid Services from DER Device Fleets: Volume 1 \u2013 Battery Equivalent Models of Device and Fleets\u201d report (GMLC 2019a)." |
|
Array of < Entity: Author > |
Ordered list of authors names and their affiliations, as they appear in the source. |
[{"first_name": "Charles", "last_name": "Booten", "researcher_id": null, "affiliations": []}, {"first_name": "Bethany", "last_name": "Sparn", "researcher_id": null, "affiliations": []}, {"first_name": "Jeffrey", "last_name": "Maguire", "researcher_id": null, "affiliations": []}, {"first_name": "Sivasathya Pradha", "last_name": "Balamurugan", "researcher_id": null, "affiliations": []}, {"first_name": "Michael", "last_name": "Duoba", "researcher_id": null, "affiliations": []}, {"first_name": "Alejandro Fernandez", "last_name": "Canosa", "researcher_id": null, "affiliations": []}, {"first_name": "Jeffrey", "last_name": "Munk", "researcher_id": null, "affiliations": []}, {"first_name": "Teja", "last_name": "Kuruganti", "researcher_id": null, "affiliations": []}, {"first_name": "Jian", "last_name": "Sun", "researcher_id": null, "affiliations": []}, {"first_name": "Borui", "last_name": "Cui", "researcher_id": null, "affiliations": []}, {"first_name": "Jin", "last_name": "Dong", "researcher_id": null, "affiliations": []}] |
|
Entity: VersionedCategories |
Versioned categorisations. |
{"bra_v1": {"values": ["Basic Science"], "full": [{"id": "4000", "value": "Basic Science"}]}, "for_v1": {"first_level": {"codes": ["01"], "full": [{"id": "2201", "code": "01", "name": "Mathematical Sciences"}]}, "second_level": {"codes": ["0102"], "full": [{"id": "2344", "code": "0102", "name": "Applied Mathematics"}]}}, "hra_v1": {"values": ["Population & Society"], "full": [{"id": "3903", "value": "Population & Society"}]}, "hrcs_hc_v1": {"values": ["Reproductive health and childbirth"], "full": [{"id": "908", "value": "Reproductive health and childbirth"}]}, "hrcs_rac_v1": {"codes": ["4.1"], "full": [{"id": "10401", "code": "4.1", "name": "Discovery and preclinical testing of markers and technologies"}]}, "icrp_cso_v1": {"codes": ["5.3"], "full": [{"id": "3767", "code": "5.3", "name": "Systemic Therapies - Discovery and Development"}]}, "icrp_ct_v1": {"values": ["Not Site-Specific Cancer"], "full": [{"id": "3816", "value": "Not Site-Specific Cancer"}]}, "rcdc_v1": {"values": ["Bioengineering"], "full": [{"id": "337", "value": "Bioengineering"}]}, "sdg_v1": {"codes": ["7"], "full": [{"id": "40007", "code": "7", "name": "Affordable and Clean Energy"}]}, "uoa_v1": {"codes": ["B12"], "full": [{"id": "30012", "code": "B12", "name": "Engineering"}]}} |
|
Entity: SimpleCategorization |
{"values": ["Basic Science"], "full": [{"id": "4000", "value": "Basic Science"}]} |
|
|
Entity: ComplexSystematicCategorization |
{"first_level": {"codes": ["01"], "full": [{"id": "2201", "code": "01", "name": "Mathematical Sciences"}]}, "second_level": {"codes": ["0102"], "full": [{"id": "2344", "code": "0102", "name": "Applied Mathematics"}]}} |
|
|
Entity: SimpleCategorization |
{"values": ["Population & Society"], "full": [{"id": "3903", "value": "Population & Society"}]} |
|
|
Entity: SimpleCategorization |
{"values": ["Reproductive health and childbirth"], "full": [{"id": "908", "value": "Reproductive health and childbirth"}]} |
|
|
Entity: SystematicCategorization |
{"codes": ["4.1"], "full": [{"id": "10401", "code": "4.1", "name": "Discovery and preclinical testing of markers and technologies"}]} |
|
|
Entity: SystematicCategorization |
{"codes": ["5.3"], "full": [{"id": "3767", "code": "5.3", "name": "Systemic Therapies - Discovery and Development"}]} |
|
|
Entity: SimpleCategorization |
{"values": ["Not Site-Specific Cancer"], "full": [{"id": "3816", "value": "Not Site-Specific Cancer"}]} |
|
|
Entity: SimpleCategorization |
{"values": ["Bioengineering"], "full": [{"id": "337", "value": "Bioengineering"}]} |
|
|
Entity: SystematicCategorization |
{"codes": ["7"], "full": [{"id": "40007", "code": "7", "name": "Affordable and Clean Energy"}]} |
|
|
Entity: SystematicCategorization |
{"codes": ["B12"], "full": [{"id": "30012", "code": "B12", "name": "Engineering"}]} |
|
|
Array of < Entity: Concept > |
Concepts describing the main topics of the report (note: automatically derived from the text using machine learning). |
[{"concept": "development", "relevance": "0.26628911664654276"}, {"concept": "evaluation", "relevance": "0.2710876034740734"}, {"concept": "Energy Resource Device Models", "relevance": "0.0"}, {"concept": "Resource Device Models", "relevance": "0.0"}, {"concept": "device model", "relevance": "0.570640064136187"}, {"concept": "model", "relevance": "0.4109706663195108"}, {"concept": "electric vehicles", "relevance": "0.7547907403471568"}, {"concept": "vehicle", "relevance": "0.4868329113845936"}, {"concept": "electric water heaters", "relevance": "0.6536623840057999"}, {"concept": "water heater", "relevance": "0.7049286217687073"}, {"concept": "heater", "relevance": "0.5470482617684402"}, {"concept": "commercial refrigeration systems", "relevance": "0.6574239718842675"}, {"concept": "refrigeration system", "relevance": "0.6042454551691115"}, {"concept": "system", "relevance": "0.33518897500477013"}, {"concept": "order", "relevance": "0.333841322957182"}, {"concept": "energy resource (DER) models", "relevance": "0.0"}, {"concept": "resource model", "relevance": "0.3362276215501966"}, {"concept": "grid services", "relevance": "0.47164710897504664"}, {"concept": "services", "relevance": "0.18592443436106368"}, {"concept": "GMLC 1.4.2 team\u2019s February", "relevance": "0.0"}, {"concept": "team\u2019s February", "relevance": "0.0"}, {"concept": "Februaries", "relevance": "6.313762016171845E-5"}, {"concept": "July (GMLC 2019b) reports", "relevance": "0.0"}, {"concept": "report", "relevance": "0.15371876541523533"}, {"concept": "test", "relevance": "0.3369896686626745"}, {"concept": "measurement program", "relevance": "0.4823469994682483"}, {"concept": "program", "relevance": "0.19124689892824"}, {"concept": "actual DER devices", "relevance": "0.0"}, {"concept": "DER devices", "relevance": "0.5555464780611556"}, {"concept": "devices", "relevance": "0.5232875798379661"}, {"concept": "National Laboratory", "relevance": "0.5120073869677738"}, {"concept": "laboratory", "relevance": "0.29972888123657015"}, {"concept": "commercial refrigeration", "relevance": "0.5927237807862005"}, {"concept": "refrigeration", "relevance": "0.4338158013802282"}, {"concept": "test procedure", "relevance": "0.5694676889799669"}, {"concept": "procedure", "relevance": "0.3223883253141705"}, {"concept": "mathematical model", "relevance": "0.6190503114926685"}, {"concept": "parameters", "relevance": "0.3647301335812178"}, {"concept": "operational functions", "relevance": "0.4941431721206317"}, {"concept": "function", "relevance": "0.23382287321614015"}, {"concept": "physics", "relevance": "0.32186302017100255"}, {"concept": "transient response", "relevance": "0.5504116307249057"}, {"concept": "response", "relevance": "0.23031470166956564"}, {"concept": "experimental results", "relevance": "0.585539241584029"}, {"concept": "results", "relevance": "0.374220378564753"}, {"concept": "simulations", "relevance": "0.41111909405618774"}, {"concept": "specific EV models", "relevance": "0.0"}, {"concept": "EV model", "relevance": "0.5525458520849019"}, {"concept": "sections", "relevance": "0.29625605609389444"}, {"concept": "elements", "relevance": "0.32692761480329124"}, {"concept": "necessity data", "relevance": "0.0"}, {"concept": "data", "relevance": "0.24560326977684285"}, {"concept": "discharging", "relevance": "0.4501254711401416"}, {"concept": "course", "relevance": "0.12167929532101111"}, {"concept": "study", "relevance": "0.2370577657728906"}, {"concept": "modification", "relevance": "0.3122768200927192"}, {"concept": "observed transient behavior", "relevance": "0.6054403242481229"}, {"concept": "transient behavior", "relevance": "0.5656272264501966"}, {"concept": "behavior", "relevance": "0.3600895472094239"}, {"concept": "Section 1.2 details", "relevance": "0.0"}, {"concept": "detail", "relevance": "0.38412120953743895"}, {"concept": "model assumptions", "relevance": "0.38928566450851326"}, {"concept": "assumption", "relevance": "0.27950397706239277"}, {"concept": "equations", "relevance": "0.3733652447694147"}, {"concept": "Section 1.3", "relevance": "0.26158335735450816"}, {"concept": "Section 1.4", "relevance": "0.2015596350468468"}, {"concept": "project", "relevance": "0.2829426937536693"}, {"concept": "Section 1.5", "relevance": "0.14524086230287098"}, {"concept": "different electric vehicles", "relevance": "0.6590786233451151"}, {"concept": "same test profiles", "relevance": "0.0"}, {"concept": "test profiles", "relevance": "0.41705753856571415"}, {"concept": "profile", "relevance": "0.30373608208265473"}, {"concept": "further information", "relevance": "0.24061669420052023"}, {"concept": "information", "relevance": "0.2289315169946224"}, {"concept": "larger subfleets", "relevance": "0.0"}, {"concept": "subfleet", "relevance": "0.12083971719158676"}, {"concept": "battery-equivalent model", "relevance": "0.0"}, {"concept": "number", "relevance": "0.24208117828186693"}, {"concept": "different DER types", "relevance": "0.0"}, {"concept": "DER types", "relevance": "0.5861858315259131"}, {"concept": "types", "relevance": "0.2763371135572357"}, {"concept": "DER Device Fleets", "relevance": "0.0"}, {"concept": "Device Fleets", "relevance": "0.0"}, {"concept": "fleet", "relevance": "0.46298417503242534"}, {"concept": "volume", "relevance": "0.3145713604839298"}, {"concept": "equivalent model", "relevance": "0.5376481620490179"}] |
|
Literal: String |
Date of publication for report. |
"2020-07-28" |
|
Literal: Timestamp |
Timestamp when the report was last imported into BigQuery. Incremental changes can be determined using this field. Note, however at certain times all records may be reimported. |
"2021-03-25 23:43:27 UTC" |
|
Literal: Timestamp |
Date when the record was inserted into Dimensions. |
"2021-02-20 17:02:28 UTC" |
|
Literal: Date |
The report date for the version of record of a document, normalised for partial dates which do not include a month/day value (ie. ‘2020’ converts to ‘2020-01-01’). |
"2020-07-28" |
|
Literal: String |
Digital object identifier. |
"10.2172/1660063" |
|
Array of < Entity: DocumentNumber > |
External identifiers available from the report publisher (e.g. OSTI ID). |
[{"name": "Report Number", "value": "NREL/TP-5500-75323"}, {"name": "DOE Contract Number", "value": "DE-AC36-08GO28308"}, {"name": "DOI", "value": "10.2172/1660063"}, {"name": "osti_id", "value": "1660063"}] |
|
Array of < Entity: Organization > |
Sponsors/funders of the research/report, as they appear in the source. |
[{"raw_name": "USDOE Grid Modernization Laboratory Consortium", "grid_ids": [], "cities": [], "countries_territories": [], "states": []}] |
|
Array of < Literal: String > |
Countries of the organizations funding the report. |
[] |
|
Array of < Literal: String > |
GRID organizations funding the report (only disambiguated). |
[] |
|
Literal: String |
Dimensions report ID. |
"report.4908458" |
|
Array of < Literal: String > |
Keywords, as provided by the source. |
["70 DOE/EERE Other", "buildings", "GMLC", "grid", "grid services", "distributed energy resource"] |
|
Literal: String |
Original URL for the report. |
"https://www.osti.gov/biblio/1660063" |
|
Array of < Entity: Organization > |
Organizations publishing the report, as they appear in the source. |
[{"raw_name": "Office of Scientific and Technical Information", "grid_ids": ["grid.483387.3"], "cities": [4646571], "countries_territories": ["US"], "states": ["US-TN"]}] |
|
Array of < Literal: String > |
Countries of the organizations publishing the report. |
["US"] |
|
Array of < Literal: String > |
GRID organizations publishing the report (only disambiguated). |
["grid.483387.3"] |
|
Array of < Literal: Integer > |
Cities of the organisations associated with the report, expressed as GeoNames ID and name. |
[5423294] |
|
Array of < Literal: String > |
Countries of the organisations associated with the report, expressed as GeoNames code and name. |
["US"] |
|
Array of < Literal: String > |
States of the organisations associated with the report, expressed as GeoNames codes (ISO-3166-2). |
["US-CO"] |
|
Array of < Literal: String > |
Combined list of GRID organisations associated with the report, because the source marks them as responsible for it, or because they appear as authors affiliations. |
["grid.419357.d"] |
|
Array of < Literal: Integer > |
Cities of the organisations responsible for the report, expressed as GeoNames ID |
[5423294] |
|
Array of < Literal: String > |
Countries of the organisations responsible for the report, expressed as ISO-3166 alpha-2 codes. |
["US"] |
|
Array of < Entity: Organization > |
Organizations responsible for the report, as they appear in the source. |
[{"raw_name": "National Renewable Energy Lab. (NREL), Golden, CO (United States)", "grid_ids": ["grid.419357.d"], "cities": [5423294], "countries_territories": ["US"], "states": ["US-CO"]}] |
|
Array of < Literal: String > |
States of the organisations responsbile for the report, expressed as GeoNames codes (ISO-3166-2). |
["US-CO"] |
|
Array of < Literal: String > |
GRID organizations responsible for the report. |
["grid.419357.d"] |
|
Literal: String |
Title of a report. |
"Development and Evaluation of Distributed Energy Resource Device Models: Electric Vehicles, Electric Water Heaters, and Commercial Refrigeration Systems" |
|
Literal: Integer |
Year of publication for report. |
2020 |
Reports Links¶
The diagram below provides an overview of the outgoing links from Reports to other sources.
Auxiliary Entities¶
Affiliation¶
Field |
Type |
Description |
---|---|---|
|
Literal: String |
The raw affiliation string as seen on the source type. |
|
Array of < Literal: Integer > |
The cities identified in the affiliation, as geoname IDs. |
|
Array of < Literal: String > |
The country/territories identified in the affiliation, as ISO-3166 alpha-2 codes. |
|
Array of < Literal: String > |
The assigned GRID IDs based on this affiliation. |
|
Array of < Literal: String > |
The states/regions identified in the affiliation, as ISO 3166-2 codes. |
Author¶
Field |
Type |
Description |
---|---|---|
|
Array of < Entity: Affiliation > |
Affiliation details associated with the report author. |
|
Literal: String |
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|
Literal: String |
|
|
Literal: String |
The Dimensions assigned researcher ID. |
ComplexSystematicCategorization¶
Field |
Type |
Description |
---|---|---|
|
Entity: SystematicCategoryLevel |
First level of categorisation within the classification scheme. |
|
Entity: SystematicCategoryLevel |
Second level of categorisation within the classification scheme. |
Concept¶
Field |
Type |
Description |
---|---|---|
|
Literal: String |
Normalized noun phrase describing a main topic within the document. Automatically derived using machine learning techniques. |
|
Literal: Float |
Relevance ranking of the normalized noun phrase within the document’s field of study. |
DocumentNumber¶
Field |
Type |
Description |
---|---|---|
|
Literal: String |
The name of a document number - for reports. |
|
Literal: String |
The value of the document number |
Organization¶
Field |
Type |
Description |
---|---|---|
|
Array of < Literal: Integer > |
The cities identified in the raw organisation name, as geoname IDs. |
|
Array of < Literal: String > |
The country/territories identified in the raw organisation name, as ISO-3166 alpha-2 codes. |
|
Array of < Literal: String > |
The assigned GRID IDs based on the raw organisation name. |
|
Literal: String |
The organisation name as collected from the source. |
|
Array of < Literal: String > |
The states/regions identified in the raw organisation name, as ISO 3166-2 codes. |
SimpleCategorization¶
Field |
Type |
Description |
---|---|---|
|
Array of < Entity: SimpleCategory > |
A complete listing of category values, assigned to this particular record, including the unique Dimensions identifiers associated with each catergory value. |
|
Array of < Literal: String > |
Listing of all catergory values assigned to this particular record. |
SimpleCategory¶
Field |
Type |
Description |
---|---|---|
|
Literal: String |
Dimensions specific identifier assigned to the category value. |
|
Literal: String |
Category value associated with the simple classification scheme. |
SystematicCategorization¶
Field |
Type |
Description |
---|---|---|
|
Array of < Literal: String > |
Listing of all catergory specific codes assigned to this particular record. |
|
Array of < Entity: SystematicCategory > |
A complete listing of category values, assigned to this particular record, including the unique Dimensions identifiers associated with each catergory value. |
SystematicCategory¶
Field |
Type |
Description |
---|---|---|
|
Literal: String |
Numeric or non-numeric category value code. Value is classification scheme specific. |
|
Literal: String |
Dimensions specific identifier assigned to the category value. |
|
Literal: String |
Individual category value description, excluding the classification scheme specific code prefix. |
SystematicCategoryLevel¶
Field |
Type |
Description |
---|---|---|
|
Array of < Literal: String > |
A consolidated list of all category-specific codes at a particular classification level, assigned to this record. |
|
Array of < Entity: SystematicCategory > |
A listing of category values at a specific classification level, assigned to this particular record, including the unique Dimensions identifiers associated with each category value. |
VersionedCategories¶
Field |
Type |
Description |
---|---|---|
|
Entity: SimpleCategorization |
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|
Entity: ComplexSystematicCategorization |
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Entity: SimpleCategorization |
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Entity: SimpleCategorization |
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Entity: SystematicCategorization |
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|
Entity: SystematicCategorization |
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|
Entity: SimpleCategorization |
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|
Entity: SimpleCategorization |
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|
Entity: SystematicCategorization |
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Entity: SystematicCategorization |
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Entity: SystematicCategorization |
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|
Entity: SimpleCategorization |
Deprecated in favor of: |
|
Entity: ComplexSystematicCategorization |
Deprecated in favor of: |
|
Entity: ComplexSystematicCategorization |
Deprecated in favor of: |
|
Entity: SimpleCategorization |
Deprecated in favor of: |
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Entity: SystematicCategorization |
Deprecated in favor of: |
|
Entity: SystematicCategorization |
Deprecated in favor of: |
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Entity: SimpleCategorization |
Deprecated in favor of: |
|
Entity: SimpleCategorization |
Deprecated in favor of: |
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Entity: SystematicCategorization |
Deprecated in favor of: |