Hydrogen Ontology

This version:
http://purl.org/holy/ns#
Revision:
v1.0.0
Publisher
Technische Hochschule Nürnberg Georg Simon Ohm
Authors
Download serialization:
TTL
License:
https://creativecommons.org/licenses/by-sa/4.0/
Visualization:
Visualize with WebVowl

Introduction

This document describes the Hydrogen Ontology (HOLY), a domain ontology for the hydrogen market, which aims to provide conceptual information of the current status and potential developments in the hydrogen market. In its current version, which focuses on Polymer Electrolyte Membrane Fuel Cells (PEMFCs), it is designed to classify information concerning the composition of PEMFCs, their use, manufacturers, geographic areas, indicators and projects. Conceptualizing market requirements is done by providing extensions to other areas of interests such as the organization domain, geo-location, indicators, project schemas and applications.

The ontology is intended to structure market-relevant domain information for the hydrogen market in an accessible format and provide a generic, reusable core for expansion in different areas along the hydrogen value chain or even the use of certain content patterns for other market domain ontologies.

Namespaces

The namespace for the Hydrogen Ontology is http://purl.org/holy/ns# and the preferred prefix is holy. The Hydrogen Ontology uses terms from other vocabularies. The set of namespaces from those other vocabularies is displayed in the table below.

Prefix Reference Namespace
owl Web Ontology Language http://www.w3.org/2002/07/owl#
rdfs Resource Description Framework Schema http://www.w3.org/2000/01/rdf-schema#
skos Simple Knowledge Organization System http://www.w3.org/2004/02/skos/core#
dbo DBpedia Ontology http://dbpedia.org/ontology/
xsd XSML Schema http://www.w3.org/2001/XMLSchema#
dc DCMI Metadata Terms http://purl.org/dc/elements/1.1/
dct DCMI Metadata Terms http://purl.org/dc/terms/
org The Organization Ontology http://www.w3.org/ns/org#
schema Schema.org http://schema.org/
ebg The euBusinessGraph Ontology http://data.businessgraph.io/ontology#
rov Registered Organization Vocabulary http://www.w3.org/ns/regorg#
m4i Metadata4Ing https://w3id.org/nfdi4ing/metadata4ing/1.0.0/

Namespaces Description

This section provides acknowledgement to the frameworks used for providing extensions to HOLY. A brief description of each namespace is provided followed by its implementation in the Hydrogen Ontology.

RDFS: The Research Description Framework Schema is an extension of RDF and allows the definition of hierarchical structures common in knowledge graphs such as classes, subclasses, ranges between classes, properties, sub-properties and domains within a graph modeled with RDF. In the ontology, RDFS is used for defining class names and the class structure.

SKOS: Simple Knowledge Organization System is a data model for sharing and connecting different organization systems with each other. An organization system can be one or multiple taxonomies, classification schemes or thesauri. The Hydrogen Ontology uses SKOS in annotation properties to define and comment content and annotate keywords and examples.

The Organization Ontology (org): The Organization Ontology provides a logical structure for linked company information across numerous domains including certain identification of roles and memberships. The Organization Ontology is used in the Hydrogen Ontology for building relationships between classes in order to identify the geographical location of primary sites, sites and membership relations in terms of project cooperation.

The Registered Organization Vocabulary (rov): The Registered Organization Vocabulary is classified by the Ontology Engineering Group as an extension of the Organization Ontology. The extension concerns the use of international classification standards such as NACE, SIC07 and ISIC4 for expressing economic activities and is used in the organization class of the Hydrogen Ontology.

The euBusinessGraph (ebg): The euBusinessGraph expands the area of economic activity integrating categorizing for start-ups while simultaneously covering explicit data for company registration. It is an extension of the Registered Organization Vocabulary and is used in the organization class of HOLY.

Schema.org: Schema.org provides schemas for structured data coming from the internet. The schemas on Schema.org range from a variety of different subjects including organizations, products, projects and places. The Hydrogen Ontology specifically embeds schema:Project and schema:ResearchProject in its project class.

Metadata4Ing: The Metadata4Ing Ontology (m4i) classifies science-related project activities within the area of engineering and neighboring sciences. It was released in February of 2022 and was created by a working group of the NFDI Consortium. It serves as an extension to the schema:Project class. In the Hydrogen Ontology, object properties of Metadata4Ing are used to illustrate relationships between projects and organizations.

DBpedia: DBpedia is a large, open-source cross-domain ontology inhabiting over 4.000.000 instances in its structure whose environment can be accessed with SPARQL queries. The Hydrogen Ontology inhabits DBpedia instances to enrich its structure.

dct/dc: tbd

Description and Commentary

The six core classes of the Hydrogen Ontology HOLY are org:Organization, schema:Project, holy:Product, holy:Application, holy:Indicator and holy:GeographicMarket. This structure is inspired by the Porters 5 Forces framework and market segmentation approaches to ensure a relevant, market-oriented structure. In addition, a top-down approach within the necessary classes is applied to provide a hierarchy which allows clustering from general to specialized.

The internal structure of the classes org:Organization and schema:Project are hereby completely built from extended structures of existing ontologies from The Organization Ontology, the Registered Organization Vocabulary, the euBusinessGraph, Schema.org, the Metadata4Ing Ontology and the DBpedia Ontology.

The classes holy:Product, holy:Application, holy:Indicator and holy:GeographicMarket contain taxonomies concerning composition of products, use cases, types of projects, economic indicators for markets and companies as well as location differentiation. These taxonomies were specifically created for the Hydrogen Ontology.

HOLY was designed to be compatible with Natural Language Processing (NLP) methods. Through the properties skos:example, skos:altLabel and skos:definition which describe each class, it includes a semantic component in its structure.

The Organization Layer

Organizations must be classified since they act as direct or indirect participants within an economic environment. Hereby, organizations can take different roles from being an active manufacturer or service provider to being an indirect player focusing more on governmental or administrative activities within a market.

The Organization layer of Holy uses ‘The Organization Ontology’ as its foundation since it provides an established and neutral classification scheme for classifying organizations in their different fields of economic activity. The selected classes supporting this structure are hereby org:Organization and org:FormalOrganization.

To provide an in-depth classification using classifiers such as NACE, ISIC or SIC, the extending object properties from ‘The Registered Organization Vocabulary’ have been implemented. To expand the classification of businesses even more, data properties of the euBusinessGraph were used.

Taxonomy of org:Organization in HOLY

Taxonomy of org:Organization in HOLY

Properties related to Organization

org:Organization has object properties connecting it to the main classes holy:Product, holy:Application, schema:Project, holy:GeographicMarket and holy:Indicator. The object properties linking holy:GeographicMarket and org:Organization reveal the location of a company’s economic activity or that of one of its subsidiaries. Properties relating to holy:Product and holy:Application identify manufacturers of products or application providers. Object properties to schema:Project discloses partnerships in previous, current or future projects. The relationship to the class holy:Indicator links performance indicators.

Properties going from org:Organization to org:Organization illustrate intercompany relationships such as being a subsidiary or being linked to a company through other business relations.

The Project Layer

Projects often indicate in which stage of application a certain technology is. To classify information concerning projects, the class schema:Project from the Schema.org framework was implemented. The underlying taxonomy divides schema:Project into the state and the purpose of the project.

Taxonomy of schema:Project in HOLY

Taxonomy of schema:Project in HOLY

Properties related to Project

schema:Project has relationships to the classes org:Organization, holy:Application, holy:Indicator, holy:Product and holy:GeographicMarket.

Object properties relate to the outcome of a project, allowing classification by either being related to a product (holy:relatesToProduct) or an application (holy:relatesToApplication). Object properties from the Megadata4Ing ontology connect organizations with projects (m4i:inProject/m4i:projectParticipant). The object property holy:hasIndicator to the class holy:Indicator takes criteria such as funding into account. The object property connecting to holy:GeographicMarket defines the location of a certain project.

The Product Layer

For representing the hydrogen market, products and technologies play an essential role. The terms ‘product’ and ‘technology 'are treated as substitute terms in this ontology based on their interchangeable use in different information sources (such as journal articles, press releases, company sites, and reports). Regarding the current focus on PEMFCs, products other than PEMFCs currently have no further component classes describing their composition.

The schema for holy:Product is organized in six different layers. The first subclass layer includes a separation between hydrogen products and substitute products as well as their respective components. For hydrogen products, products are separated in different value chain positions and product types.

Taxonomy of holy:Product in HOLY

Taxonomy of holy:Product in HOLY

Properties related to Product

holy:Product relates to the classes org:Organization, schema:Project, holy:Indicator, holy:Application and holy:GeographicMarket. The object property holy:isUsedIn to the class Application and its schema identifies use cases. The object property holy:producesProduct shows the producer of a product or technology. The object property holy:relatesToProduct creates a connection to show the participation of a Product or Technology in a certain Project. holy:hasProduct and holy:hasIndicator connect the product class with the main classes holy:Indicator and holy:GeographicMarket.

The Application Layer

It is intended to know the use case for certain products and technologies. Therefore, the class structure of holy:Application aims to provide a comprehensive list of possible applications.

holy:Application’s taxonomy is similar to holy:Product. Its first layer differentiates between mobile and stationary application types. Following a top-down approach, classes further below the taxonomy for holy:Application deliver more detailed classes concerning different types of mobile and stationary applications.

Based on the PEMFC focus, the subclass structure for mobile applications is currently more advanced than the structure below holy:Stationary.

Taxonomy of holy:Application in HOLY

Taxonomy of holy:Application in HOLY

Properties related to Application

holy:Application aligns with classes of org:Organization, schema:Project, holy:Indicator, holy:Product and holy:GeographicMarket. The object properties holy:usesTechnology and holy:usesProduct identify if an application is using a technology or a product. A connection to schema:Project via holy:relatesToApplication connects applications to ventures. The object property holy:applicationSoldIn to holy:GeographicMarket serves as an addition to holy:hasApplication since some components or technologies might be not available for sale in certain markets.

The Indicator Layer

To provide a structure covering competitiveness and development, the consideration of indicators concerning market size, investment or social development is needed.

The taxonomy for holy:Indicator includes classes for investment, employee size, market share, market size and revenue, entry barriers, patent and trend.

Taxonomy of holy:Indicator in HOLY

Taxonomy of holy:Indicator in HOLY

Properties related to Indicator

holy:Indicator has relationships to the classes schema:Project, org:Organization, holy:Product, holy:Application and holy:GeographicMarket. The incoming object property is holy:hasIndicator.

The Geographic Market Layer

To store geographic data, the addition of the class ‘GeographicMarket’ allows geographic segmentation of the main classes and its underlying structure. To do so, holy:GeographicMarket is mapped with the DBpedia ontology to allow a precise classification.

The taxonomy of holy:GeographicMarket consists of two subclasses from Schema.org (schema:continent and schema:country).

Taxonomy of holy:GeographicMarket in HOLY

Taxonomy of holy:GeographicMarket in HOLY

Properties related to Geographic Market

holy:GeographicMarket relates to the classes schema:Project, holy:Indicator, holy:Application, holy:Product and org:Organization to allow geographic mapping of instances of other classes. holy:GeographicMarket also has an object property linking its two subclasses. The object property dbo:continent allows mapping with DBpedia to query missing geographic information from the DBpedia ontology.

Annotation Properties

Annotation Properties from RDFS and SKOS have been used to describe semantic information in the Hydrogen Ontology. The annotation properties integrated in HOLY's classes, together with a description and example from the class holy:Truck, are as follows:

Annotation properties explained through the example of holy:Truck

The references are identical to information from the documentation of RDFS and SKOS.

Ontology Reference

Index of Classes and Properties

Classes

Organization | FormalOrganization | RegisteredOrganization | EnergySectorOrganization | InternationalOrganization | ManufacturingOrganization | PublicAdministrationAndDefenceOrganization | ResearchOrganization | TransportationAndStorageOrganization |

Application | Mobile | Aviation | Aircraft | Spacecraft | Marine | CargoShip | CruiseShip | Ferry | Submarine | Road | Bike | Bus | Car | MaterialHandling | Train | CargoTrain | PassengerTrain | Truck | LongHaulTruck | PickupTruck | RegionalTruck | Stationary | Heating | IndustrialHeating | ResidentialHeating | PowerGeneration | IndustrialProcessing | ChemicalIndustrialProcessing | RefineryIndustrialProcessing | SteelIndustrialProcessing |

GeographicMarket | Continent | Country |

Indicator | Employee | EntryBarrier | Investment | MarketShare | MarketSize | Patent | Revenue | Trend |

Product | HydrogenProduct | Conversion | Storage | Transport | Reconversion | AlkalineFuelCell | AnionExchangeMembraneFuelCell | SolidOxideFuelCell | PhosphoricAcidFuelCell | PolymerElectrolyteMembraneFuelCell | HydrogenProductComponent | HydrogenConversionComponent | HydrogenTransportComponent | HydrogenStorageComponent | HydrogenFuelCellComponent | AirCompressor | FuelCellStack | MembraneElectrodeAssembly | CatalystLayer | GasDiffusionLayer | Membrane | SupportiveHardware | BipolarPlate | Gasket | FuelProcessor | Humidifier | PowerConditioner | SubstituteProduct | Battery | AlkalineBattery | LithiumBattery | NickelCadmiumBattery | NickelMetalHydrideBattery | SolidStateBattery | FossilFuel | SubstituteFuelCell | AmmoniaFuelCell | EthanolFuelCell | MethanolFuelCell | MoltenCarbonateFuelCell | SubstituteProductComponent | BatteryComponent | FossilFuelComponent | SubstituteFuelCellComponent |

Project | StateBasedProject | FinishedProject | OngoingProject | PlannedProject| PurposeBasedProject | CircularEconomyProject | ProductDevelopmentProject | ResearchProject | InfrastructureProject |

Properties

continent | country | hasApplication | hasIndicator | hasOrganization | hasProduct | hasProject | isProvidedBy | isUsedIn | participatesIn | producesProduct | isProducedBy | providesApplicationrelatesToApplicationrelatesToProduct | productSoldIn | applicationSoldInusesProduct | usesSource |  usesTechnologyassociatedToProjectprojectParticipantclassificationhasPrimarySitehasSitehasSubOrganizationlinkedTo | siteOf | subOrganizationOf | companyActivitycompanyStatuscompanyTypeisPubliclyTradedisStartUpisStateOwned | projectKeyword | projectEndDate | projectStartDate | isPartOf | hasPart |

skos:altLabel | skos:definition | skos:example |

Organization Classes

Organization

URI http://www.w3.org/ns/org#Organization
Description Represents a collection of people organized together into a community or other social, commercial or political structure. The group has some common purpose or reason for existence which goes beyond the set of people belonging to it and can act as an agent. Organizations are often decomposable into hierarchical structures.

Formal Organization

URI http://www.w3.org/ns/org#FormalOrganization
Description An organization which is recognized in the world at large, in particular in legal jurisdictions, with associated rights and responsibilities. Examples include a corporation, charity, government or church.
Sub Class Of Organization

Registered Organization

URI http://www.w3.org/ns/regorg#RegisteredOrganization
Description Inspired by the usage of the Registered Organization Vocabulary in the euBusinessGraph Ontology including links to The Organization Ontology.

A registered company or other group of people that work together in a certain economic field with the purpose to compete in a certain market. The economic field of activity is defined by statistical standardization numbers such as primarily EC NACE 2, ISIC and SIC.

Sub Class Of Formal Organization

Energy Sector Organization

URI http://purl.org/holy/ns#EnergySectorOrganization
Description This section includes the activity of providing electric power, natural gas, steam, hot water and the like through a permanent infrastructure (network) of lines, mains and pipes. The dimension of the network is not decisive; also included are the distribution of electricity, gas, steam, hot water and the like in industrial parks or residential buildings.
Sub Class Of Registered Organization

International Organization

URI http://purl.org/holy/ns#InternationalOrganization
Description Organizations classified in activities of international organisations such as the United Nations and the specialised agencies of the United Nations system, regional bodies etc., the International Monetary Fund, the World Bank, the World Customs Organisation, the Organisation for Economic Co-operation and Development, the organisation of Petroleum Exporting Countries, the European Communities, the European Free Trade Association etc. according to Section U of EC NACE Rev. 2.

This class also includes: - activities of diplomatic and consular missions when being determined by the country of their location rather than by the country they represent

Example
  • IMF
  • IPCC
  • UNECE
  • United Nations
Sub Class Of Registered Organization

Manufacturing Organization

URI http://purl.org/holy/ns#ManufacturingOrganization
Description Organizations classified in the field of manufacturing according to EC NACE 2 (2008) in Section C Division 10-33.
Example
  • Arboc
  • Arboc Speciality Vehicles
  • Hyzon Motors Inc.
  • MCI
  • Motor Coach Industries
  • Plaxton
  • Plug Power Inc.
  • Rivian Automotive Inc.
  • Subaru Corp.
  • Toyota Motor Corp.
Sub Class Of Registered Organization

Public Administration and Defense Organization

URI http://purl.org/holy/ns#PublicAdministrationAndDefenceOrganization
Description Organizations classified in the field of public administration and defence according to EC NACE 2 (2008) in Section O Division 84.
Example
  • DARPA
  • Defense Advanced Research Projects Agency
Sub Class Of Registered Organization

Research Organization

URI http://purl.org/holy/ns#ResearchOrganization
Description Organizations classified in the field of scientific and technical activities according to EC NACE 2 (2008) in Section M Division 69-75.
Example
  • MARii
  • Malaysia Automotive Robotics and IoT Institute
  • PNNL
  • Pacific Northwest National Laboratory
  • The European Interoperability Centre for Electric Vehicles and Smart Grids
Sub Class Of Registered Organization

Transportation And Storage Organization

URI http://purl.org/holy/ns#TransportationAndStorageOrganization
Description Organizations classified in the field of transportation and storage according to EC NACE 2 (2008) in Section H Division 49-53.
Example
TC Energy
Sub Class Of Registered Organization

Project Classes

Project

URI http://schema.org/Project
Description An enterprise (potentially individual but typically collaborative), planned to achieve a particular aim.

According to a combined definition from the Cambridge dictionary, Karen Brown and Robert Youker, a project can be defined as a piece of planned work consisting of interrelated activities which intends to fulfill a particular purpose within a certain period of time. A project can fulfill several purposes such as in the area of research (research projects), projects dedicated to product development, infrastructure-related projects and more.

State Based Project

URI http://purl.org/holy/ns#StateBasedProject
Description Project stage defines the level of progress for a project. It can be categorized according to the temporary stage such as planned, ongoing or finished.
Sub Class Of Project

Finished Project

URI http://purl.org/holy/ns#FinishedProject
Description Finished Product as a subclass of Project Stage describes projects which have completed their intended purpose regardless of the level of success.
Sub Class Of State Based Project

Ongoing Project

URI http://purl.org/holy/ns#Ongoing
Description Ongoing as a subclass of Project Stage defines currently running projects which have been started but are not marked as finished or completed.
Sub Class Of State Based Project

Planned Project

URI http://purl.org/holy/ns#PlannedProject
Description Planned as a sublcass of Project Stage refers to projects which have not been realised or started but are expected to start in the future.
Sub Class Of State Based Project

Purpose Based Project

URI http://purl.org/holy/ns#PurposeBasedProject
Description A project classification defined during implementation that specifies essential project attributes and purpose.
Sub Class Of Project

Circular Economy Project

URI http://purl.org/holy/ns#CircularEconomyProject
Description Project focusing on a circular system of reusing resources which were used for something.
Sub Class Of Purpose Based Project

Infrastructure Project

URI http://purl.org/holy/ns#InfrastructureProject
Description Projects which are focused on the development, creation, maintenance or enhancement of structures and systems needed for a country, city or organization to function properly.
Example
  • PATH4ZERO
  • Paving the way for Zero Emission Inland Navigation
  • Power Edison Partnership
Sub Class Of Purpose Based Project

Product Development Project

URI http://purl.org/holy/ns#ProductDevelopmentProject
Description Projects focused on the development of new products or the refinement of existing ones.
Sub Class Of Purpose Based Project

Research Project

URI http://schema.org/ResearchProject
Description The Schema.org defintion of Research Project is 'A Research Project'

A research project is a scientific investigation, usually using scientific methods, to achieve defined objectives.

Sub Class Of Purpose Based Project

Product Classes

Product

URI http://purl.org/holy/ns#Product
Description An article that is manufactured or refined for sale. A distinction will be made between the different value chain positions of a product which can be sold and/or bought.

Hydrogen Product

URI http://purl.org/holy/ns#HydrogenProduct
Description Concerning the scope of focusing on fuel cells and more precisely on PEMFCs, the sub-class reconversion will be the most focused class. Transportation, Storage and Conversion subclasses would receive greater attention when shifting the ontology to other areas of the hydrogen value chain.

A product that is manufactured or refined for sale which can be used to produce, transport, store or "burn" / reconvert hydrogen.

Sub Class Of Product

Conversion

URI http://purl.org/holy/ns#Conversion
Description Conversion as a subclass of Hydrogen Technology defines knowledge of processing materials into hydrogen.
Sub Class Of Hydrogen Product

Reconversion

URI http://purl.org/holy/ns#Reconversion
Description Since reconversion solely happenes for energy creation using fuel cells, "Reconversion" is contributed to fuel cell component parts.

Reconversion as a subclass of Hydrogen Technology defines knowledge dealing with converting hydrogen back.

Example
GR Yaris engine
Sub Class Of Hydrogen Product

Alkaline Fuel Cell

URI http://purl.org/holy/ns#AlkalineFuelCell
Description A fuel cell using potassium hydroxide in water as the electrolyte for powering using a variety of non-precious metals as a catalyst at the anode and cathode. (AFC)
Sub Class Of Reconversion

Hydrogen Product Component

URI http://purl.org/holy/ns#HydrogenProductComponent
Description A part that combined with other parts make a hydrogen product.
Sub Class Of Product

Hydrogen Conversion Component

URI http://purl.org/holy/ns#HydrogenConversionComponent
Description Basic components for products converting compounds two hydrogen.

The subclass " Hydrogen Conversion Component" could be expanded in future use when focusing the domain scope to the transport of hydrogen with respect to the value chain. For now, the class "Hydrogen Conversion Component" solely provides a storage container allowing future use.

Sub Class Of Hydrogen Product Component

Hydrogen Transport Component

URI http://purl.org/holy/ns#HydrogenTransportComponent
Description Basic components of products designed for transporting hydrogen.

The subclass "Hydrogen Transport Component" could be expanded in future use when focusing the domain scope to the transport of hydrogen with respect to the value chain. For now, the class "Hydrogen Transport Component" solely provides a storage container allowing future use. Future expansions could categorize between transport technology components.

Sub Class Of Hydrogen Product Component

Hydrogen Storage Component

URI http://purl.org/holy/ns#HydrogenStorageComponent
Description Components of products capable of storing hydrogen.

The subclass "Hydrogen Storage Component" could be expanded in future use when focusing the domain scope to the creation of hydrogen with respect to the value chain. For now, the class "Storage Component" solely provides a storage container allowing future use. Future expansions could categorize between storage technology components within tanks or using absorbing materials.

Sub Class Of Hydrogen Product Component

Hydrogen Fuel Cell Component

URI http://purl.org/holy/ns#HydrogenFuelCellComponent
Description Basic components of hydrogen fuel cell systems.

Fuel Cell Component is directly alligned with sub-classes of 'Reconversion'.

Sub Class Of Hydrogen Product Component

Anion Exchange Membrane Fuel Cell

URI http://purl.org/holy/ns#AnionExchangeMembraneFuelCell
Description PEMFC-like fuel cell technology which needs less precious metals as catalysts in order to trigger chemical reaction.
Sub Class Of Reconversion

Phosphoric Acid Fuel Cell

URI http://purl.org/holy/ns#PhosphoricAcidFuelCell
Description Polymer Elektrolyt Membrane Fuel Cells use a liquid phosporic acid as an electrolyte. They can be powered by hydrogen, natural gas or biogas.
Sub Class Of Reconversion

Polymer Electrolyte Membrane Fuel Cell

URI http://purl.org/holy/ns#PolymerElectrolyteMembraneFuelCell
Description Polymer Elektrolyt Membrane Fuel Cells use a solid polymer as an electrolyte and porous carbon electrodes containing a platinum or platinum alloy catalyst. They need only hydrogen, oxygen from the air, and water to operate.
Example
  • FCmove
  • FCwave
Sub Class Of Reconversion

Air Compressor

URI http://purl.org/holy/ns#AirCompressor
Description Pressure regulating systems for enhancing fuel cell improvement by increasing pressure of reactant gases.
Sub Class Of Hydrogen Fuel Cell Component

Fuel Cell Stack

URI http://purl.org/holy/ns#FuelCellStack
Description The heart of a fuel cell responsible for energy generation.
Sub Class Of Hydrogen Fuel Cell Component

Membrane Electrode Assembly

URI http://purl.org/holy/ns#MembraneElectrodeAssembly
Description The Membrane Electrode Assembly is the heart of the fuel cell and the place where the chemical reaction takes place. It consists of membrane, catalyst layers and gas diffusion layers.
Sub Class Of Fuel Cell Stack

Catalyst Layer

URI http://purl.org/holy/ns#CatalystLayer
Description Catalyst Layer are layers of anodes and cathodes which are placed on the opposite sites of the membrane.
Sub Class Of Membrane Electrode Assembly

Gas Diffusion Layer

URI http://purl.org/holy/ns#GasDiffusionLayer
Description The Gas Diffusion Layer is a paper-like layer placed outside the catalyst layer and is responsible for transporting reactants into the catalyst layer by removing chemical reaction outcomes.
Sub Class Of Membrane Electrode Assembly

Membrane

URI http://purl.org/holy/ns#Membrane
Description A very thin membrane which conducts solely positively charged ions and is able to block electrons.
Sub Class Of Membrane Electrode Assembly

Supportive Hardware

URI http://purl.org/holy/ns#SupportiveHardware
Description Supportive Hardware as a subclass of Fuel Cell Stack relates to components such as equipment, material and metals which enable efficient energy generation.
Sub Class Of Fuel Cell Stack

Bipolar Plate

URI http://purl.org/holy/ns#BipolarPlate
Description Plates which provide electrical conduction between cells. Bipolar plates are used to separate cells within a fuel cell from each other and aim to provide physical strength to the stack of cells.
Sub Class Of Supportive Hardware

Gasket

URI http://purl.org/holy/ns#Gasket
Description Parts used for gas-tight sealing of the edges of the Membrane Electrode Assembly (MEA).
Sub Class Of Supportive Hardware

Fuel Processor

URI http://purl.org/holy/ns#FuelProcessor
Description Converters necessary to convert fuel into a fuel cell usable form.
Sub Class Of Hydrogen Fuel Cell Component

Humidifier

URI http://purl.org/holy/ns#Humidifier
Description Items regulating a certain level of humidity within a fuel cell.
Sub Class Of Hydrogen Fuel Cell Component

Power Conditioner

URI http://purl.org/holy/ns#PowerConditioner
Description Electrical current regulators needed for managing power.
Sub Class Of Hydrogen Fuel Cell Component

Solid Oxide Fuel Cell

URI http://purl.org/holy/ns#SolidOxideFuelCell
Description Caution, SOFCs must not be mixed up with SOEC's (Solid Oxide Electrolyser). SOFCs are fuel cells using hydrogen as a fuel to generate energy. SOEC's are used for hydrogen generation using the reversed process of an SOFC. For this ontology an SOEC would be a part of the conversion class. However, since conversion is out of scope, SOEC are not mentioned in a class structure under the subclass "Conversion".

Solid oxide fuel cells are fuel cells using a hard, non-porous ceramic compound as the electrolyte. They can reach temperatures up to 1000C (1830F). They can be powered by natural gas, coal gas, biogas or hydrogen.

Sub Class Of Reconversion

Storage

URI http://purl.org/holy/ns#Storage
Description Storage as a subclass of HydrogenTechnology defines the way that hydrogen can be stored for later usage.
Sub Class Of Hydrogen Product

Transport

URI http://purl.org/holy/ns#Transport
Description Transport as a subclass of Hydrogen Technology defines the way that hydrogen can be transported from one place to another.
Sub Class Of Hydrogen Product

Substitute Product

URI http://purl.org/holy/ns#SubstituteProduct
Description For the domain scope, Substitute Product currently only defines products which are substitutes for hydrogen fuel cells.

A product that is manufactured or refined for sale which is using other resources than hydrogen to fulfill its purpose.

Sub Class Of Product

Battery

URI http://purl.org/holy/ns#Battery
Description A collection of one or more cells, storing electrical energy for powering electrical devices.
Sub Class Of Substitute Product

Alkaline Battery

URI http://purl.org/holy/ns#AlkalineBattery
Sub Class Of Battery

Lithium Battery

URI http://purl.org/holy/ns#LithiumBattery
Description A lithium-ion battery is using lithium ions as a key component of its electrochemistry using liquid electrolyte solutions.
Example
Tesla Powerwall
Sub Class Of Battery

Nickel Cadmium Battery

URI http://purl.org/holy/ns#NickelCadmiumBattery
Sub Class Of Battery

Nickel Metal Hydride Battery

URI http://purl.org/holy/ns#NickelMetalHydrideBattery
Sub Class Of Battery

Solid State Battery

URI http://purl.org/holy/ns#SolidStateBattery
Description A solid-state battery uses solid lithium as an electrolyte, not liquid.
Sub Class Of Battery

Fossil Fuel

URI http://purl.org/holy/ns#FossilFuel
Description >The subclass Fossil Fuel defines conventional energy production methods using fossil fuels as fuel.
Sub Class Of Substitute Product

Substitute Fuel Cell

URI http://purl.org/holy/ns#SubstituteFuelCell
Description The subclass "SubstituteFuelCell" could be expanded in future use when focusing the domain scope to the creation of hydrogen concerning the value chain. For now the class "SubstituteFuelCell" solely provides a storage container allowing future use.

Fuel Cells using different resources as its anode gas than hydrogen.

Sub Class Of Substitute Product

Ammonia Fuel Cell

URI http://purl.org/holy/ns#AmmoniaFuelCell
Description Fuel Cells using ammonia as its fuel.
Sub Class Of Substitute Fuel Cell

Ethanol Fuel Cell

URI http://purl.org/holy/ns#EthanolFuelCell
Description Fuel Cells using ethanol as its fuel.
Sub Class Of Substitute Fuel Cell

Methanol Fuel Cell

URI http://purl.org/holy/ns#MethanolFuelCell
Description Fuel cell which is powered by pure methanol. It is usually mixed with water and fed directly to the fuel cell anode.
Example
  • EFYO 150
  • EFYO 80
Sub Class Of Substitute Fuel Cell

Molten Carbonate Fuel Cell

URI http://purl.org/holy/ns#MoltenCarbonateFuelCell
Description High temperature fuel cells using natural gas or biogas for powering. The fuel cell itself is able to convert hydrogen in a process called internal reforming.
Sub Class Of Substitute Fuel Cell

Substitute Product Component

URI http://purl.org/holy/ns#SubstituteProductComponent
Description A part that combined with other parts make a product which is a substitute to hydrogen products.

The subclass "Substitute Product Component" could be expanded in future use when focusing on substitute products of hydrogen products. For now the class "Substitute Product Component" solely provides a storage container allowing future use.

Sub Class Of Product

Battery Component

URI http://purl.org/holy/ns#BatteryComponent
Description Basic components for batteries.

The subclass "Battery Component" could be expanded in future use when focusing on batteries as substitutes for hydrogen products. For now the class "Battery Component" solely provides a storage container allowing future use.

Sub Class Of Substitute Product Component

Fossil Fuel Component

URI http://purl.org/holy/ns#FossilFuelComponent
Description Basic components for products using fossil fuels.

The subclass "Fossil Fuel Component" could be expanded in future use when focusing on the components of fossil fuel products classifying as substitutes for hydrogen products. For now the class "Fossil Fuel Component" solely provides a storage container allowing future use.

Sub Class Of Substitute Product Component

Substitute Fuel Cell Component

URI http://purl.org/holy/ns#FossilFuelComponent
Description Basic components for substitute fuel cells.

The subclass "Substitute Fuel Cell Component" could be expanded in future use when focusing on substitute fuel cells. For now the class "Substitute Fuel Cell Component" solely provides a storage container allowing future use.

Sub Class Of Substitute Product Component

Application Classes

Application

URI http://purl.org/holy/ns#Application
Description The intended end use of a hydrogen-based product or of the result of a hydrogen-related project.
Sub Class Of Thing

Mobile

URI http://purl.org/holy/ns#Mobile
Description Applications related to the movement of people and/or goods.
Sub Class Of Application

Aviation

URI http://purl.org/holy/ns#Aviation
Description Applications related to the transport of people or goods by any form of aircraft or spacecraft.
Sub Class Of Mobile

Aircraft

URI http://purl.org/holy/ns#Aircraft
Description A vehicle which can fly and carry goods or passengers. It has fixed wings and is powered by propellers or jets.
Example
A321neo
Sub Class Of Aviation

Spacecraft

URI http://purl.org/holy/ns#Spacecraft
Description A vehicle designed for use and travel in space.
Sub Class Of Aviation

Marine

URI http://purl.org/holy/ns#Marine
Description Applications related to sea transport of people or goods.
Sub Class Of Mobile

Cargo Ship

URI http://purl.org/holy/ns#CargoShip
Description Any kind of a ship or any other vessel that transports heavy goods and materials from one port to another.
Example
  • Ceiba Ship
  • Voilier Ceiba
Sub Class Of Marine

Cruise Ship

URI http://purl.org/holy/ns#CruiseShip
Description A large ship like a hotel which people use for travel and pleasure.
Sub Class Of Marine

Ferry

URI http://purl.org/holy/ns#Ferry
Description A boat or ship for taking passengers and often vehicles across an area of water, especially as a regular service.
Sub Class Of Marine

Submarine

URI http://purl.org/holy/ns#Submarine
Description A ship that can travel underwater.
Sub Class Of Marine

Road

URI http://purl.org/holy/ns#Road
Description Applications related to transport on land of people or goods.
Example
Ballard Powered Vehicle
Sub Class Of Mobile

Bike

URI http://purl.org/holy/ns#Bike
Description A motorbike, motorcycle or scooter.
Example
Honda Grazia Repsol Honda Team Edition
Sub Class Of Road

Bus

URI http://purl.org/holy/ns#Bus
Description A large motorzed vehicle with seats for many people.
Example
Xcelsior CHARGE
Sub Class Of Road

Car

URI http://purl.org/holy/ns#Car
Description A road vehicle with an engine, four wheels, and seats for a small number of people.
Example
  • Toyota Corolla
  • Toyota Mirai
  • Toyota Yaris
Sub Class Of Road

Material Handling

URI http://purl.org/holy/ns#MaterialHandling
Description Vehicles which are intended to be used in a mobile context within the material handling process of organizations or private persons.
Sub Class Of Road

Train

URI http://purl.org/holy/ns#Train
Description A vehicle for roads made of railways using an engine and carriages to transport people or goods.
Sub Class Of Road

Cargo Train

URI http://purl.org/holy/ns#CargoTrain
Description A train carrying mainly goods such as baggage, shipment or merchandise.
Sub Class Of Train

Passenger Train

URI http://purl.org/holy/ns#PassengerTrain
Description A train carrying mostly people.
Sub Class Of Train

Truck

URI http://purl.org/holy/ns#Truck
Description Trucks are categorized in this ontology by distance and not by categories such as size or transportation limit.

A large road vehicle that is used for transporting large amounts of goods.

Sub Class Of Road

Long Haul Truck

URI http://purl.org/holy/ns#LongHaulTruck
Description A large road vehicle which is used for long-distance transporation over 250 miles.
Sub Class Of Truck

Pickup Truck

URI http://purl.org/holy/ns#PickupTruck
Description A small vehicle with an open part at the back in which goods can be carried.
Sub Class Of Truck

Regional Truck

URI http://purl.org/holy/ns#RegionalTruck
Description A road vehicle which is small to large-sized and used for the transportation of goods within an area of 150 miles.
Sub Class Of Truck

Stationary

URI http://purl.org/holy/ns#Stationary
Description Applications which are intended to be placed at one location without the possibility of physically being moved when used.
Sub Class Of Application

Heating

URI http://purl.org/holy/ns#Heating
Description Applications generating heat for contributing to the heating of buildings or being used in industrial processes.
Sub Class Of Stationary

Industrial Heating

URI http://purl.org/holy/ns#IndustrialHeating
Description Applications used to generate heat for industry usage, such as manufacturing processes where great heat is required, or to heat large areas such as warehouses.
Sub Class Of Heating

Residential Heating

URI http://purl.org/holy/ns#ResidentialHeating
Description Applications used for heating a domestic house or residential area (multiple domestic houses).
Sub Class Of Heating

Power Generation

URI http://purl.org/holy/ns#PowerGeneration
Description Use of hydrogen or hydrogen products in the field of electricity production via power generating equipment or as fuel.
Sub Class Of Stationary

Industrial Processing

URI http://purl.org/holy/ns#IndustrialProcessing
Description Applications used for industrial processing. Industrial processing involves the manufacturing of semi-finished or high-quality end products by means of physical, mechanical and/or chemical processes.
Sub Class Of Stationary

Chemical Industrial Processing

URI http://purl.org/holy/ns#ChemicalIndustrialProcessing
Description Hydrogen is one of the key starting materials used in the chemical industry. It is a fundamental building block for the manufacturing of ammonia, fertilizers, and methanol, which is used in the manufacture of many polymers.

Applications of hydrogen in the chemical industry creating chemical products for numerous sectors such as pharmaceutical, agricultural or consumer goods usage.

Sub Class Of Industrial Processing

Refinery Industrial Processing

URI http://purl.org/holy/ns#RefineryIndustrialProcessing
Description Applications of hydrogen in the refinery industry dedicated to process oil to create different types of oil and oil products.
Sub Class Of Industrial Processing

Steel Industrial Processing

URI http://purl.org/holy/ns#SteelIndustrialProcessing
Description Applications of hydrogen or hydrogen products in the steel industry with respect to the processing of iron ore into certain types of steel.
Sub Class Of Industrial Processing

Indicator Classes

Indicator

URI http://purl.org/holy/ns#Indicator
Description Class defined to list certain market indicators of the hydrogen domain.

Something that shows what a situation is like or how it is changing.

Employee

URI http://purl.org/holy/ns#Employee
Description Number of persons working for an organization.
Sub Class Of Indicator

Entry Barrier

URI http://purl.org/holy/ns#EntryBarrier
Description Obstacles individuals face when participating in a particular market.
Sub Class Of Indicator

Investment

URI http://purl.org/holy/ns#Investment
Description Money invested by an entity for something like a project, product or application.
Sub Class Of Indicator

Market Share

URI http://purl.org/holy/ns#MarketShare
Description Total number of buyers a company has for a certain product or in a certain segment compared to the total market size.
Sub Class Of Indicator

Market Size

URI http://purl.org/holy/ns#MarketSize
Description Total number of potential buyers of a product or service within a given market, and the total revenue that these sales may generate.
Sub Class Of Indicator

Patent

URI http://purl.org/holy/ns#Patent
Description Total number of patents attributed to a class individual.
Sub Class Of Indicator

Revenue

URI http://purl.org/holy/ns#Revenue
Description Generated amount within a certain class in a certain period of time.
Sub Class Of Indicator

Trend

URI http://purl.org/holy/ns#Trend
Description General development or changes of a situation in terms of behavior which can manifest itself in being discussed in forums, conferences or expos.
Example
  • Hydrogen Impact 2021 Conference
  • Hydrogen Technology Expo Europe
  • Hydrogen Transition Summit
  • POWERGEN International
  • The Automotive & Tire Industry Forum
  • The COP 26 Climate Summit
  • The China International Import Expo
  • The LA Auto Show
  • The World Climate Conference
  • United Nations Conference on Climate Change
Sub Class Of Indicator

Geographic Market Classes

Geographic Market

URI http://purl.org/holy/ns#GeographicMarket
Description An area of land which can be classified for business or trade concerning a particular product or domain.

Continent

URI http://schema.org/Continent
Description One of the seven large land masses on the earth's surface, surrounded, or mainly surrounded, by sea and usually consisting of various countries.
Sub Class Of Geographic Market

Country

URI http://schema.org/Country
Description An area of land that has its own government, army, etc.
Sub Class Of Geographic Market

Properties

continent

URI http://dbpedia.org/ontology/continent
Description Links a country to the continent it belongs to.
Domain Country
Range Continent

country

URI http://dbpedia.org/ontology/country
Description Links a continent to a country.
Domain Geographic Market
Range Country

has Application

URI http://purl.org/holy/ns#hasApplication
Description Relates to the geographic location of applications in the market.
Domain Geographic Market
Range Application

has Indicator

URI http://purl.org/holy/ns#hasIndicator
Description
  • In the hydrogen ontology, all major classes (organization, project, application, geographical market and product) are linked to the class indicator.

  • Refers to indicators which are related to a certain class.

Domain Organization or Application or Geographic Market or Product or Project
Range Indicator

has Organization

URI http://purl.org/holy/ns#hasOrganization
Description Indicates a direkt link from a geographic location to an organization. It shows where a organization is located.
Domain Geographic Market
Range Organization

has Product

URI http://purl.org/holy/ns#hasProduct
Description Indicates a direkt link from a geographic location to a product. It shows where a product is located.
Domain Geographic Market
Range Product

has Project

URI http://purl.org/holy/ns#hasProject
Description Relates to the geographic location of projects in the market.
Domain Geographic Market
Range Project

is provided by

URI http://purl.org/holy/ns#isProvidedBy
Description

Indicates which applications are related to an organization in terms of manufacturing, operating, licensing, leasing...

Inverse of >holy:providesApplication

Domain Application
Range Organization

is used in

URI http://purl.org/holy/ns#isUsedIn
Description

Defines for which purpose a product is used in.

Inverse of holy:usesProduct and holy:usesTechnology

Domain Product
Range Application

participates in

URI http://purl.org/holy/ns#participatesIn
Description Defines that an organization participates with presence in a certain geographic market.
Domain Organization
Range Geographic Market

produces Product

URI http://purl.org/holy/ns#producesProduct
Description Indicates which organization manufactures a given product.
Domain Organization
Range Product

is produced by

URI http://purl.org/holy/ns#isProducedBy
Description

Inverse of holy:producesProduct

Indicates the manufacturer of a product.

Domain Product
Range Organization

provides Application

URI http://purl.org/holy/ns#providesApplication
Description

Indicates which organizations are directly providing applications (the end-usage) to the market either by manufacturing the application or operating, licensing, leasing... it.

Inverse of holy:isProvidedBy

Domain Organization
Range Application

relates to Application

URI http://purl.org/holy/ns#relatesToApplication
Description Defines that a certain project is in terms of outcome related to an application.
Domain Project
Range Application

relates to Product

URI http://purl.org/holy/ns#relatesToProduct
Description Defines that a certain project is in terms of its outcome related to a product.
Domain Project
Range Product

product sold in

URI http://purl.org/holy/ns#productSoldIn
Description

Defines in which geographic market a product is sold or available for use.

Inverse of holy:hasProduct

Domain Product
Range Geographic Market

application sold in

URI http://purl.org/holy/ns#applicationSoldIn
Description Defines in which geographic market an application is sold or available for use.
Domain Application
Range Geographic Market

uses Product

URI http://purl.org/holy/ns#usesProduct
Description

Defines the product used in a particular application

Inverse of holy:isUsedIn - Disjoint with holy:usesTechnology

Sub Property Of uses Source
Domain Application
Range Product

uses Source

URI http://purl.org/holy/ns#usesSource
Description Main Property for holy:usesProduct and holy:usesTechnology.
Domain Application
Range Product

uses Technology

URI http://purl.org/holy/ns#usesTechnology
Description

Defines the technology used in a particular application.

Inverse of holy:isUsedIn - Disjoint with holy:usesApplication

Sub Property Of uses Source
Domain Application
Range Product

associated to Project

URI http://w3id.org/nfdi4ing/metadata4ing#inProject
Description

A property that connects a person or an organization with a project.

Inverse of m4i:projectParticipant

Domain Organization
Range Project

project participant

URI http://w3id.org/nfdi4ing/metadata4ing#projectParticipant
Description

A property that connects a project with a person or an organisation.

Inverse of m4i:associatesToProject

Domain Project
Range Organization

classification

URI http://www.w3.org/ns/org#classification
Description

Indicates a classification for this Organization within some classification scheme.

Domain Organization
Range Concept

primary Site

URI http://www.w3.org/ns/org#hasPrimarySite
Description Indicates a primary site for the Organization, this is the default means by which an Organization can be contacted and is not necessarily the formal headquarters.
Sub Property Of has site
Domain Organization
Range Geographic Market

has site

URI http://www.w3.org/ns/org#hasSite
Description Indicates a site at which the Organization has some presence even if only indirect (e.g. virtual office or a professional service which is acting as the registered address for a company).
Domain Organization
Range Geographic Market

has SubOrganization

URI http://www.w3.org/ns/org#hasSubOrganization
Description Represents hierarchical containment of Organizations or OrganizationalUnits; indicates an organization which is a sub-part or child of this organization.
Domain Organization
Range Organization

linked to

URI http://www.w3.org/ns/org#linkedTo
Description

Indicates an arbitrary relationship between two organizations.

Domain Organization
Range Organization

site Of

URI http://www.w3.org/ns/org#siteOf
Description Indicates an Organization which has some presence at the given site.

This is the inverse of org:hasSite.

Domain Geographic Market
Range Organization

sub Organization of

URI http://www.w3.org/ns/org#subOrganizationOf
Description Represents hierarchical containment of Organizations or OrganizationalUnits; indicates an Organization which contains this Organization.
Domain Organization
Range Organization

company activity

URI http://www.w3.org/ns/regorg#orgActivity
Description
  • Relates to the economic activity of an organization based on international classification standards such as NACE (EU) ISIC4 (US) or the UK SIC codes.

  • The activity of an organization should be recorded using a controlled vocabulary. Several such vocabularies exist, many of which map to the UN's ISIC codes [ ISIC4 ]. Where a particular controlled vocabulary is in use within a given context, such as SIC codes in the UK, it is acceptable to use these, however, the preferred choice for European interoperability is NACE [ NACE ]. As with company type and status, activity codes should be expressed as SKOS Concept Schemes.

Sub Property Of classification
Domain Registered Organization
Range Concept

company status

URI http://www.w3.org/ns/regorg#orgStatus
Description
  • rov:orgStatus provides a first attempt -used in the Registered Organization Vocabulary- to identify the status of an organization.

  • Extracting the status of an organization presents the same issues as its type. The terms 'insolvent', 'bankrupt' and 'in receivership,' for example, are likely to mean slightly different things with different legal implications in different jurisdictions.

    Taking advice from XBRL Europe as a starting point, however, the term 'Normal Activity' does appear to have cross-border usefulness and this should be used in preference to terms like 'trading' or 'operating.'

    Best Practice for recording various other status levels is to use the relevant jurisdiction's terms and to encode these in a SKOS Concept Scheme.

Domain Organization
Range Concept

company type

URI http://www.w3.org/ns/regorg#orgType
Description This property records the type of company. Familiar types are SA, PLC, LLC, GmbH etc. At the time of publication, there is no agreed set of company types that crosses borders. The term 'SA' is used in Poland and France for example although they mean slightly different things. The UK's LLP and Greece's EPE provide further example of close, but not exact, matches.

That said, each jurisdiction will have a limited set of recognized company types and these should be expressed in a consistent manner in a SKOS Concept Scheme.

Domain Organization
Range Concept

is publicly traded

URI http://data.businessgraph.io/ontology#isPubliclyTraded
Description Whether a company is publicly traded (listed at a stock exchange).
Domain Registered Organization
Range xsd:boolean

is startup

URI http://data.businessgraph.io/ontology#isStartup
Description Whether a company is a startup.
Domain Registered Organization
Range xsd:boolean

is state owned

URI http://data.businessgraph.io/ontology#isStateOwned
Description Whether a company is owned by the government, a government agency, municipality, city or other public entity.
Domain Registered Organization
Range xsd:boolean

project Keyword

URI http://dbpedia.org/ontology/projectKeyword
Description A key word of the project.
Domain Project
Range xsd:string

project end date

URI http://w3id.org/nfdi4ing/metadata4ing#endOfProject
Description end date of a project
Domain Project
Range xsd:date

project start date

URI http://w3id.org/nfdi4ing/metadata4ing#startOfProject
Description start date of a project
Domain Project
Range xsd:date

is part of

URI http://purl.org/dc/terms/isPartOf
Description A related resource in which the described resource is physically or logically included.
Domain Hydrogen Product Component or Substitute Product Component
Range Hydrogen Product or Substitute Product

has part

URI http://purl.org/dc/terms/hasPart
Description A related resource that is included either physically or logically in the described resource.
Domain Hydrogen Product or Substitute Product
Range Hydrogen Product Component or Substitute Product Component

alt label

URI http://www.w3.org/2004/02/skos/core#altLabel
Description Keyword of an instance within a class. Used for pipeline extraction.

definition

URI http://www.w3.org/2004/02/skos/core#definition
Description Definition of a class.

example

URI http://www.w3.org/2004/02/skos/core#example
Description Example of an instance within a class. Used for pipeline extraction.

Acknowledgements

The authors would like to thank Silvio Peroni for developing LODE, a Live OWL Documentation Environment, which is used for representing the Ontology Reference Section of this document.

References

[DCTERMS-20200120]

DCMI Usage Board. DCMI Metadata Terms. 20 January 2020. DCMI Recommendation. URL: https://dublincore.org/specifications/dublin-core/dcmi-terms/2020-01-20/

[EBG]

Vladimir Alexiev (2019). The euBusinessGraph Semantic Data Model. 26 November 2019. URL: https://docs.google.com/document/d/1dhMOTlIOC6dOK_jksJRX0CB-GIRoiYY6fWtCnZArUhU/edit#

[Metadata4In]

Metadata4Ing Workgroup (2022). Metadata4Ing: An ontology for describing the generation of research data within a scientific activity. https://nfdi4ing.pages.rwth-aachen.de/metadata4ing/metadata4ing/provenance/provenance-en.html

[owl-guide]

Christopher Welty; Deborah McGuinness. OWL Web Ontology Language Guide. 10 February 2004. W3C Recommendation. URL: https://www.w3.org/TR/owl-guide/

[rdf-schema]

Dan Brickley; Ramanathan Guha. RDF Schema 1.1 . 25 February 2014. W3C Recommendation. URL: https://www.w3.org/TR/rdf-schema/

[rdf-sparql-query]

Eric Prud'hommeaux; Andy Seaborne. SPARQL Query Language for RDF . 15 January 2008. W3C Recommendation. URL: https://www.w3.org/TR/rdf-sparql-query/

[schema-org]

W3C Schema.org Community Group. Schema.org. 6.0. URL: https://schema.org/

[skos-reference]

Alistair Miles; Sean Bechhofer. SKOS Simple Knowledge Organization System Reference. 18 August 2009. W3C Recommendation. URL: https://www.w3.org/TR/skos-reference/

[vocab-org]

Dave Reynolds. The Organization Ontology. 16 January 2014. W3C Recommendation. URL: https://www.w3.org/TR/vocab-org/

[vocab-regorg]

Phil Archer; Marios Meimaris; Agis Papantoniou. Registered Organization Vocabulary . 1 August 2013. W3C Note. URL:https://www.w3.org/TR/vocab-regorg/

[xmlschema-ref]

Mary Holstege; Asir Vedamuthu. W3C XML Schema Definition Language (XSD): Component Designators. 19 January 2010. W3C Candidate Recommendation. URL: https://www.w3.org/TR/xmlschema-ref/

Table of Contents