=='''Articles: 2008-2018'''== :Eric Little, Joseph Eberle, Fred Turino, [http://ebooks.iospress.nl/publication/4122 Utilizing Ontologies for Petrochemical Applications], Stefano Borgo and Leonardo Lesmo (eds.), ''Formal Ontologies Meet Industry'', (Frontiers in Artificial Intelligence and Applications, Volume 174), 2008, 22-32. :Francesco Furini, Rahul Rai, Barry Smith, Georgio Colombo & Venkat Krovi, [https://philpapers.org/archive/FURDOA.pdf Development of a Manufacturing Ontology for Functionally Graded Materials], ''Proceedings of International Design Engineering Technical Conferences & Computers and Information in Engineering Conference'' (IDETC/CIE), August 21-24, 2016, Charlotte, North Carolina, USA :Stefan Suwelack, Markus Stoll, Manuel Serf, Nikola Bursac, Albert Albers, Rolf Bendl, Rüdiger Dillmann and Stefanie Speidel, [https://www.clics-network.org/downloads/NAFEMS_2016_Towards%20Cognitive%20Computer%20Aided%20Engineering.pdf Towards Cognitive Computer Aided Engineering], Conference, ''Proceedings of the International Association for the Engineering Modeling, Analysis and Simulation Community'', NAFEMS Americas Conference, June 2016. :Ana Correia, Dragan Stokic, Rebecca Siafaka, Sebastian Scholze, [https://ieeexplore.ieee.org/abstract/document/8280014/authors Ontology for Collaborative Development of Product Service Systems based on Basic Formal Ontology], ''2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC)''. :Thomas J. Hagedorn, Sundar Krishnamurty & Ian R. Grosse, [http://computingengineering.asmedigitalcollection.asme.org/article.aspx?articleid=2674329 A Knowledge-Based Method for Innovative Design for Additive Manufacturing Supported by Modular Ontologies], ''Journal of Computing and Information Science in Engineering'', 18(2), 021009 (Mar 19, 2018). :Lucas Mesmer & Andrew Olewnik, [https://www.tandfonline.com/doi/abs/10.1080/0951192X.2017.1357837 Enabling Supplier Discovery Through a Part-Focused Manufacturing Process Ontology], ''International Journal of Computer Integrated Manufacturing'', 31(1), 2018, 87-100. :Damiano Arena, Farhad Ameri, Dimitris Kiritsis, [https://link.springer.com/chapter/10.1007/978-3-319-99707-0_40 Skill Modelling for Digital Factories], ''IFIP International Conference on Advances in Production Management Systems. APMS 2018: Advances in Production Management Systems. Smart Manufacturing for Industry 4.0'', 2018, 318-326. :Mary Bone, Mark Blackburn, Benjamin Kruse, John Dzielski, Thomas Hagedorn and Ian Grosse, [https://www.mdpi.com/2079-8954/6/4/46 Toward an Interoperability and Integration Framework to Enable Digital Thread], ''Systems'', 2018, 6(4), 46; https://doi.org/10.3390/systems6040046. ==Articles: 2019== :Douglas Orellana and William Mandrick, [https://www.sciencedirect.com/science/article/pii/S1877050919307380 The Ontology of Systems Engineering: Towards a Computational Digital Engineering Semantic Framework], ''Procedia Computer Science'', vol. 153, 2019, 268-276. :Munira Mohd Ali, Rahul Rai, J. Neil Otte & Barry Smith, [https://philpapers.org/archive/ALIAPL.pdf A Product Life Cycle Ontology for Additive Manufacturing], ''Computers in Industry'' vol. 105, 2019, 191-203. :J. Neil Otte, Dimitris Kiritsis, Munira Binti Mohd Ali, Ruoyu Yang, Binbin Zhang, Ron Rudnicki, Rahul Rai, Barry Smith, [https://philpapers.org/archive/OTTAOA-3.pdf An Ontological Approach to Representing the Product Life Cycle], ''Applied Ontology'', vol. 14, no. 2, 2019, 155-177. :Hedi Karray, Farhad Ameri, Melinda Hodkiewicz, Thierry Louge, [https://www.researchgate.net/publication/332390146_ROMAIN_Towards_a_BFO_compliant_reference_ontology_for_industrial_maintenance ROMAIN: Towards a BFO compliant reference ontology for industrial maintenance], ''Applied ontology'', vol. 14, no. 2, 2019, 179-197. :Thomas J. Hagedorn, Barry Smith, Sundar Krishnamurty, Ian Grosse, [https://buffalo.box.com/v/integrating-ontologies Interoperability of disparate engineering domain ontologies using Basic Formal Ontology], ''Journal of Engineering Design'', June 2019, 30(4):1-30. https://doi.org/10.1080/09544828.2019.1630805. :Hyunmin Cheong, Adrian Butscher, [https://damassets.autodesk.net/content/dam/autodesk/www/autodesk-reasearch/Publications/pdf/physics-based-simulation-ontology.pdf Physics-based simulation ontology: an ontology to support modelling and reuse of data for physics-based simulation], ''Journal of Engineering Design'', 23 July 2019. :Farhad Ameri, Boonserm Kulvatunyou, [https://ws680.nist.gov/publication/get_pdf.cfm?pub_id=928051 A Supply Chain Reference Ontology based on Basic Formal Ontology], ''Proceedings of the ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference IDETC/CIE'', 2019. :Damiano Nunzio Arena, Manuel Oliva, Ignacio Eguia, Carmelo Del Valle, Dimitris Kiritsis, [https://link.springer.com/chapter/10.1007/978-3-030-30000-5_38 Semantic Model-Driven PLM Data Interoperability: An Application for Aircraft Ground Functional Testing with Eco-Design Criteria], ''APMS 2019: Advances in Production Management Systems. Production Management for the Factory of the Future'', Springer, 2019, 299-306. :Lindsay Portelli, Matthew Sabatini and Paul T. Grogan, [https://arc.aiaa.org/doi/10.2514/6.2019-1032 Ontology Development for Knowledge-driven Distributed Space Mission Systems Engineering], ''AIAA'' 2019, 1032. :Arkopaul Sarkar, Dušan Šormaz, [https://www.sciencedirect.com/science/article/pii/S2351978920303012 Ontology Model for Process Level Capabilities of Manufacturing Resources], ''Procedia Manufacturing'', 2019, 39, 1889-1898. =='''Articles: 2020'''== :Farhad Ameri, Evan Wallace, Boonserm Kulvatunyou, [http://ceur-ws.org/Vol-2900/WS5Paper4.pdf Towards a Reference Ontology for Supply Chain Management, ''Proceedings of the Workshops of I-ESA 2020'', November 17, 2020, Tarbes, France (CEUR 2090). :Luan Fonseca Garcia, Mara Abel, Michel Perrin, Renatados Santos Alvarenga, [https://www.sciencedirect.com/science/article/pii/S0098300419306284 The GeoCore ontology: A core ontology for general use in Geology], ''Computers & Geosciences'', 135, February 2020, 104387. :Munira Mohd Ali, Mamadou Bilo Doumbouya, Thierry Louge, Rahul Rai, Mohamed Hedi Karray, [https://www-sciencedirect-com.gate.lib.buffalo.edu/science/article/pii/S0166361519301836 Ontology-based approach to extract product’s design features from online customers’ reviews], ''Computers in Industry'', 116, April 2020, 103175. :Zhuoy Huang, Casey Jowers, Ali Dehghan-Manshadia, Matthew S.Dargusch, [https://doi.org/10.1016/j.compind.2020.103189 Smart manufacturing and DVSM based on an Ontological approach], ''Computers in Industry'', 117, May 2020, 103189. :Thomas Hagedorn, Mary Bone, Benjamin Kruse, Ian Grosse, Mark Blackburn, [https://onlinelibrary.wiley.com/doi/epdf/10.1002/inst.12279 Knowledge Representation with Ontologies and Semantic Web Technologies to Promote Augmented and Artificial Intelligence in Systems Engineering], ''Insight'', 23(1), March 2020, 15-20. :Joze M. Rozanec, Lu Jinzhi, [http://ceur-ws.org/Vol-2615/paper5.pdf Towards Actionable Cognitive Digital Twins for Manufacturing], Semantic Digital Twins (SeDiT 2020), ''Proceedings of the International Workshop on Semantic Digital Twins'', Heraklion, Greece, June 3, 2020 (CEUR 2615). :Grace Sarogini Pease, Richard Sharpe, Lopik Katevan, Paul Goodall, Bob Young, Paul Conway, Andrew West, [https://www.sciencedirect.com/science/article/abs/pii/S0167739X19326640 An interoperable semantic service toolset with domain ontology for automated decision support in the end-of-life domain], ''Future Generation Computer Systems'', Available online 19 June 2020. :Munira Mohd Ali, Ruoyu Yang, Binbin Zhang, Francesco Furini, Rahul Rai, J. Neil Otte and Barry Smith, [https://buffalo.box.com/v/Enriching-FGM-Ontology Enriching the Functionally Graded Materials (FGM) Ontology for digital manufacturing], ''International Journal of Production Research'', Published online: 10 July 2020, https://doi.org/10.1080/00207543.2020.1787534. :Martin Glauer, Meisam Booshehri, Lukas Emele, et al. [https://openreview.net/pdf?id=ofZ5BBg2lSe The Open Energy Ontology], openreview.net, December 2020 :[https://www.researchgate.net/profile/Anastasia_Panori/publication/347355160_The_Smart_City_Ontology_20/links/5fda143145851553a0bf0c7c/The-Smart-City-Ontology-20.pdf The Smart City Ontology 2.0], ''URENIO Research Discussion Papers'', December 2020 :S. Törmä, M. Kiviniemi, R. Lavikka, S. Kousouris, K. Tsatsakis, [https://www.mdpi.com/2504-3900/65/1/15 Towards BIM-Enhanced Renovation Management Tools with Support to Stakeholder Interaction]. ''Proceedings'', December 2020, 65, 15. See also [https://digitalconstruction.github.io/index.html DICO Digital Construction Ontologies]. =='''Articles: 2021'''== :M. N. Roelofs & Roelof Vos, "[https://www.tandfonline.com/doi/pdf/10.1080/09544828.2020.1860202 Automatically inferring technology compatibility with an ontology and graph rewriting rules]", ''Journal of Engineering Design'', 32 (2), 2021. :S. Dimassi, F. Demoly, C. Cruz et al. "[https://www.sciencedirect.com/science/article/abs/pii/S0166361520306084?via%3Dihub An ontology-based framework to formalize and represent 4D printing knowledge in design]", ''Computers in Industry'', Volume 126, April 2021, 103374, doi: https://doi.org/10.1016/j.compind.2020.103374 :Jože M. Rožanec, Jinzhi Lu, Jan Rupnik, Maja Škrjanc, Dunja Mladenić, Blaž Fortuna, Xiaochen Zheng, Dimitris Kiritsis, "[https://arxiv.org/abs/2103.12854 Actionable Cognitive Twins for Decision Making in Manufacturing]". arxiv, 2021 :Leif Oppermann, Simon Hirzel, Alexander Güldner, Karoline Heiwolt, Joachim Krassowski, Ulrich Schade, Christoph Lange, Wolfgang Prinz, "[https://www.sciencedirect.com/science/article/pii/S2666546821000240 Finding and Analysing Energy Research Funding Data: The EnArgus System]", ''Energy and AI'', 8 April 2021, 100070. :Eleni Tsalapati, James Tribe, Paul A. Goodall, Robert I. Young, Thomas W. Jackson, Andrew A. West "[https://doi.org/10.1017/S0269888921000096 Enhancing RFID system configuration through semantic modelling], ''The Knowledge Engineering Review'', 36, (2021) E11. :J. Gregory, M.H. Nair, G. Bullegas, M.C. Saaj, "[https://indico.esa.int/event/386/contributions/6243/attachments/4281/6391/1435%20-%20using%20semantic%20systems%20engineering%20techniques%20to%20verify%20the%20large%20aperture%20space%20telescope%20mission%20%E2%80%93%20current%20status.pdf Using Semantic Systems Engineering Techniques to Verify the Large Aperture Space Telescope Mission–Current Status]", Model Based Space Systems and Software Engineering (MBSE2021), 29-30 September 2021. :Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Han Li, and Dimitris Kiritsis, "[https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9534721 Design Ontology Supporting Model-Based Systems Engineering Formalisms]", ''IEEE Systems Journal'' :Yuan Zheng, Seppo Törmä, Olli Seppänen "[https://www.sciencedirect.com/science/article/pii/S0926580521003812 A shared ontology suite for digital construction workflow]", ''Automation in Construction'', 132, December 2021, 103930 :Byeong-Min Roh, Soundar R. T. Kumara, Paul Witherell & Timothy W. Simpson, "[https://link.springer.com/article/10.1007/s11665-021-06274-2 Ontology-based Process Map for Metal Additive Manufacturing]", ''Journal of Materials Engineering and Performance'' (2021), https://doi.org/10.1007/s11665-021-06274-2 :Farhad Ameri, Dusan Sormaz, Foivos Psarommatis & Dimitris Kiritsis, "[https://www.tandfonline.com/doi/full/10.1080/00207543.2021.1987553 Industrial ontologies for interoperability in agile and resilient manufacturing]", ''International Journal of Production Research'', (2021): DOI: 10.1080/00207543.2021.1987553 :Justine Flore Tchouanguem, Mohamed Hedi Karray, Bernard Kamsu Foguem, Camille Magniont, F. Henry Abanda, Barry Smith, "[https://philpapers.org/archive/TCHBOE.pdf BFO-based ontology enhancement to promote interoperability in BIM]", Applied Ontology, 16(4), October 2021, https://content.iospress.com/articles/applied-ontology/ao210254 :Frédéric Demoly, Martin L.Dunn, Kristin L.Woo, H.Jerry Qi, Jean-Claude André, "[https://www.sciencedirect.com/science/article/pii/S0264127521007486 The status, barriers, challenges, and future in design for 4D printing]", ''Materials & Design'', 212, 15 December 2021, 110193 :Montero Jiménez, J.J., Vingerhoeds, R., Grabot, B. et al. "[https://link.springer.com/article/10.1007/s10845-021-01855-3 An ontology model for maintenance strategy selection and assessment]", ''Journal of Intelligent Manufacturing'' (2021). https://doi.org/10.1007/s10845-021-01855-3 :Polenghi, A., Roda, I., Macchi, M., Pozzetti, A., & Panetto, H., "[https://www.sciencedirect.com/science/article/abs/pii/S2452414X21000947 Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management]", ''Journal of Industrial Information Integration'', 100298, (2021) :Baptiste Darnala, Florence Amardeilh, Catherine Roussey and Clément Jonquet, “[http://ceur-ws.org/Vol-2969/paper12-IFOW.pdf Crop Planning and Production Process Ontology (C3PO)],” ''2nd Integrated Food Ontology Workshop'', CEUR 2969, 2021. :S. Stoyanov, J. Todorov, I. Stoyanov, V. Tabakova-Komsalova, L. Doukovska and A. Dukovski, "[https://ieeexplore.ieee.org/abstract/document/9627248 ZEMELA - An Intelligent Agriculture Platform]", ''2021 Big Data, Knowledge and Control Systems Engineering'' (BdKCSE), 2021, 1-6, doi: 10.1109/BdKCSE53180.2021.9627248. :Caterina Pietra,Roberto De Lotto, Rakan Bahshwan, "[https://doi.org/10.3390/su132413844 Approaching Healthy City Ontology: First-Level Classes Definition Using BFO]", ''Sustainability'', 2021, 13(24), 13844. ==Articles: 2022== :Abdelhadi Belfade, Jannik Laval, Chantal Bonner Cherifi & Nejib Moalla, "[Requirements engineering and enterprise architecture-based software discovery and reuse https://link.springer.com/article/10.1007/s11334-021-00423-5]", ''Innovations in Systems and Software Engineering'', 8 January 2022. :Caitlin Woods, Matt Selway, Tyler Bikaun, Markus Stumptner, Melinda Hodkiewicz, "[http://www.semantic-web-journal.net/system/files/swj3067.pdf An ontology for maintenance activities and its application to data quality]", ''Semantic Web'', 2022. :Farhad Ameri, Evan Wallace, Reid Yoder, Frank Riddick, "[https://asmedigitalcollection.asme.org/computingengineering/article-abstract/22/5/051002/1139465/Enabling-Traceability-in-Agri-Food-Supply-Chains Enabling Traceability in AgriFood Supply Chains Using an Ontological Approach]", ''Journal of Computing and Information Science in Engineering'', October 2022, 22(5): 051002. :B Kruse, T Hagedorn, MA Bone, M Blackburn, "Collaborative Management of Research Projects in SysML", ''Recent Trends and Advances in Model Based Systems Engineering'', Springer, 2022 :Christopher Ritter, Jeren Browning, Lee Nelson, Tammie Borders, John Bumgardner, Mitchell Kerman, "[https://link.springer.com/chapter/10.1007/978-3-030-82083-1_2 Digital Engineering Ecosystem for Future Nuclear Power Plants: Innovation of Ontologies, Tools, and Data Exchange]", ''Recent Trends and Advances in Model Based Systems Engineering'', Springer, 2022, 15–24. :Bernd Bayerlein, et al. "[https://onlinelibrary.wiley.com/doi/pdf/10.1002/adem.202101176 A Perspective on Digital Knowledge Representation in Materials Science and Engineering]", ''Advanced Engineering Materials'', 2022, 2101176. :Gökan Maya, Sangje Cho, Ana Teresa Correia, Rebecca Siafaka, Dragan Stokic, Dimitris Kiritsis, "[https://doi.org/10.1016/j.compind.2022.103729 Toward a reference terminology for product-service systems in the manufacturing domain]", ''Computers in Industry'', 142 (2022) 103729. :Daniel Dunbar, Thomas Hagedorn, Mark Blackburn, John Dzielski, Steven Hespelt, Benjamin Kruse, Dinesh Verma, Zhongyuan Yu, "[https://arxiv.org/ftp/arxiv/papers/2206/2206.10454.pdf Driving Digital Engineering Integration and Interoperability Through Semantic Integration of Models with Ontologies]", June 2022. :Yuan Zhenga, Seppo Törmäb, Olli Seppänena, "[https://doi.org/10.1016/j.autcon.2021.103930 A shared ontology suite for digital construction workflow]", ''Automation in Construction'', Volume 132, December 2021, 103930. =='''Comparative Studies'''== :Felix Ocker, Christiaan J. J. Paredis, Birgit Vogel-Heuser, [https://www.degruyter.com/downloadpdf/j/auto.2019.67.issue-6/auto-2018-0138/auto-2018-0138.pdf Applying knowledge bases to make factories smarter], ''Automatisierungstechnik'', 2019; 67(6): 504–517. :Yue Cao, Yusheng Liu, Xiaoping Ye, Jianjun Zhao, [https://www.sciencedirect.com/science/article/abs/pii/S0010448520301354?via%3Dihub An Automated Approach for Execution Sequence-Driven Software and Physical Co-Design of Mechatronic Systems Based on Hybrid Functional Ontology], ''Computer-Aided Design'', Available online 23 September 2020. =='''Reports'''== :'''[[Common Core Ontologies]]''' :'''[https://www.industrialontologies.org/ Industrial Ontologies Foundry]''' :Neil Otte, Ron Rudnicki, and Barry Smith, [https://github.com/NCOR-US/CHAMP Coordinated Holistic Alignment of Manufacturing Processes] (CHAMP) Final Report, Digital Manufacturing and Design Innovation Institute (DMDII), January 2018. :Neil Otte, Rahul Rai, Clare Paul & Barry Smith, [https://philpapers.org/rec/OTTWTA Wind Turbine Analysis], Final Report, Digital Manufacturing and Design Innovation Institute (DMDII), May 2018. =='''Dissertations'''== :Thomas Hagedorn, [https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=2249&context=dissertations_2 Supporting Engineering Design of Additively Manufactured Medical Devices with Knowledge Management Through Ontologies], Dissertation University of Massachusetts Amherst, Mechanical and Industrial Engineering, February 2018. :Damiano Nunzio Arena, [https://infoscience.epfl.ch/record/265908/files/EPFL_TH7150.pdf Towards Semantics-Driven Modelling and Simulation of Context-Aware Manufacturing Systems], Dissertation, EPFL – École polytechnique fédérale de Lausanne, School of Engineering, June 2019. :John J. Quartuccio, [https://calhoun.nps.edu/handle/10945/64902 Identification of Behavior Patterns in Systems-of-Systems Architectures], Dissertation, Naval Postgraduate School, Monterey, CA, March 2020. :Arkopaul Sarkar, [https://etd.ohiolink.edu/!etd.send_file?accession=ohiou1578585210407386&disposition=inline Semantic Agent Based Process Planning for Distributed Cloud Manufacturing], Dissertation, Ohio University, Russ College of Engineering and Technology, May 2020. :Mohammad Abdelghani, [https://era.library.ualberta.ca/items/5ad997be-0f3d-4456-8108-b3c69d851a98/view/060e801a-92a5-44ac-ba8a-0a00ab22765e/Abdelghani_Mohammad_202101_PhD.pdf Towards a Generalized Value Stream Mapping and Domain Ontology to Support the Enabling of Industry 4.0 in Construction], Dissertation, University of Alberta, 2021. :Luan Fonseca Garcia, [https://www.lume.ufrgs.br/bitstream/handle/10183/225741/001129935.pdf GeoCore Ontology: A Core Ontology for Geological Knowledge Description], Dissertation, Universidade Federal do Rio Grande do Sul, 2021. :David Dunbar, [https://www.proquest.com/openview/67b90e03e68dd1bc3e321ce7d70ea674/1?pq-origsite=gscholar&cbl=18750&diss=y Methodological Guidance for Engineering Knowledge Representation Using Semantic Web Technologies], Stevens Institute of Technology, 2021. :J. J. Montero-Jiménez, R. Vingerhoeds and B. Grabot, "[https://ieeexplore.ieee.org/abstract/document/9582535 Enhancing predictive maintenance architecture process by using ontology-enabled Case-Based Reasoning]," 2021 IEEE International Symposium on Systems Engineering (ISSE), 2021, pp. 1-8, doi: 10.1109/ISSE51541.2021.9582535. :Martijn Nico Roelofs, "A Graph-Based, Probabilistic Framework for Novel Aerospace Technology Evaluation and Selection", Department of Aerospace Engineering, Delft University of Technology, November 29, 2021.