Publications
A methodology for synthetic generation of failure data for data-driven prognostics and health management modeling for digital twins
Rafael Schena, advisor Mara Abel. Master degree dissertation.
O3PO: a domain ontology for semantic interoperability for petroleum production plants
Nicolau Oyhenard dos Santos, advisor Mara Abel. Master’s degree dissertation.
Auxiliary Events – Towards an ontological account of events that affect other events
Fabrício Henrique Rodrigues, Joel Luís Carbonera and Mara Abel. ONTOBRAS 2023.
A Systematic Evaluation of Machine Learning Approaches for Petroleum Production Forecasting
Marcos Vinicius Ludwig Pivetta, Arthur Henrique Simon, Matheus de Moraes Costa, Mara Abel and Joel Luís Carbonera. Tools with Artificial Intelligence (ICTAI).
O3PO: A domain ontology for offshore petroleum production plants
Nicolau Oyhenard dos Santos, Fabrício Henrique Rodrigues, Daniela Schmidt, Regis Kruel Romeu, Givanildo Santana do Nascimento and Mara Abel. Expert Systems with Applications.
A well-founded domain ontology for offshore petroleum production plants
Nicolau Oyhenard dos Santos, Fabrício Henrique Rodrigues, Daniela Schmidt and Mara Abel. Seminar on Ontology Research in Brazil.
On the Use of ChatGPT for Classifying Domain Terms According to Upper Ontologies
Fabrício Henrique Rodrigues, Alcides Gonçalves Lopes Junior, Nicolau Oyhenard dos Santos, Luan Fonseca Garcia, Joel Luís Carbonera, Mara Abel. ER 2023.
A Theory for Ontological Modeling of Events Based on Systems
Fabrício Henrique Rodrigues, Mara Abel. PPGC, UFRGS.
GeoFault: A well-founded fault ontology for interoperability in geological modeling
Yuanwei Qu, Michel Perrin, Anita Torabi, Mara Abel, Martin Giese. arXiv preprint
Data Visualization for Digital Twins
João Luiz Dihl Comba, Nicolau Oyhenard dos Santos, Jonathan Choy Rivera, Regis Kruel Romeu and Mara Abel. Computing in Science & Engineering.
A study on cloud and edge computing for the implementation of digital twins in the oil & gas industries
Francisco Paiva Knebel, Rafael Trevisan, Givanildo Santana do Nascimento, Mara Abel and Juliano Araujo Wickboldt. Computers & Industrial Engineering.
Oil and gas sector overcomes digitalization challenges with research and data
Control & Instrumentation Magazine.
Data Management in Digital Twins: a Systematic Literature Review
Jaqueline Bitencourt Correia and Karin Becker.
Ontology Explorer: An Ontology-Based Visual Analytics System for Exploring Time Series Data in Oil and Gas
Nicolau Oyhenard dos Santos, Jonathan Choy Rivera, Rafael Humann Petry, Fabrício Henrique Rodrigues, Givanildo Santana do Nascimento, João Luiz Dihl Comba and Mara Abel.
What delimits an event: systems as invariant elements along events
Fabrício Henrique Rodrigues, Joel Luís Carbonera, Lucas Valadares Vieira, Luan Fonseca Garcia and Mara Abel. Seminar on Ontology Research in Brazil.
Proposal of Development of an Ontological Framework for Events as Transitions among Situations
Fabrício Henrique Rodrigues, Joel Luís Carbonera and Mara Abel. Doctoral and Masters Consortium on Ontologies.
Upper-level types of occurrent based on the Principle of Ontological Conservation
Fabrício Henrique Rodrigues, Joel Luís Carbonera and Mara Abel. International Conference on Conceptual Modeling.
All the things that come and go stop and say hello: Towards an ontological account of how participants enter and exit events
Fabrício Henrique Rodrigues, Joel Luís Carbonera and Mara Abel. International Conference on Conceptual Modeling.
What to consider about events: A survey on the ontology of occurrents
Fabrício Henrique Rodrigues and Mara Abel. Applied Ontology.
Towards an ontology of offshore petroleum production equipment
Nicolau Oyhenard dos Santos, Mara Abel, Fabrício Henrique Rodrigues and Daniela Schmidt. International Workshop on Formal Ontologies meet Industry.
Cloud-based data acquisition based on MQTT
Rafael Antonio Ventura Trevisan, Francisco Paiva Knebel, Juliano Araújo Wickboldt and Mara Abel. Network and Service Management and Operation.
Comparing ARIMA and LSTM models to predict time series in the oil industry
Jaqueline Bitencourt Correia, Marcos Vinicius Ludwig Pivetta, Givanildo Santana do Nascimento and Karin Becker. Symposium on Knowledge Discovery, Mining and Learning.
Applying mining techniques in synthetic data for predictive maintenance: a case study
Rafael Schena, João Cesar Netto and Karin Becker. Brazilian Symposium on Databases.
Data Fusion Core in a Digital Twin for the Oil&Gas Industry
Jaqueline Bitencourt Correia, Mara Abel and Karin Becker. Brazilian Symposium on Databases.
Data Management in Digital Twins for the Oil and Gas Industry: beyond the OSDU Data Platform
Jaqueline Bitencourt Correia, Fabrício Henrique Rodrigues, Nicolau Oyhenard dos Santos, Mara Abel and Karin Becker. Journal of Information and Data Management.
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