Andrei Lobov
Background and activities
I am working on developing a framework for efficient building of knowledge-based products and knowledge-driven systems, where the knowledge is represented in machine-processable format thus allowing automated reasoning. I am searching for and developing an “ideal” language for knowledge representation along with engineering tools to manage products and smart systems design via their lifecycles with the help of the tools and techniques originated from the field of Artificial Intelligence. My research interests include efficient integration of multi-disciplinary engineering knowledge, its proactive use and support by digital tools.
Courses
- TMM4270 - Knowledge Based Engineering, Introduction
- TMM4275 - Knowledge Based Engineering, Project
- TMM4935 - Industrial ICT, Master's Thesis
- TMM4560 - Engineering Design and Materials, Specialization Project
- TMM4540 - Industrial ICT Engineering Design and Materials, Specialization Project
Scientific, academic and artistic work
2021
- (2021) Trends for Low-Cost and Open-Source IoT Solutions Development for Industry 4.0. Procedia Manufacturing. vol. 55.
- (2021) Towards the Interoperability of IoT Platforms: A Case Study for Data Collection and Data Storage. IFAC-PapersOnLine. vol. 54 (1).
- (2021) CAD integrated automatic recognition of weld paths. The International Journal of Advanced Manufacturing Technology. vol. 115.
- (2021) A Parametric Model of Umbilical Cable with Siemens NX considering its Reliability. IFAC-PapersOnLine. vol. 54 (1).
- (2021) Overview and Trends for Application of AI Methods for Product Design. Proceedings of the 19th IEEE International Conference on Industrial Informatics (INDIN).
- (2021) Digital Threads via Knowledge-Based Engineering Systems. Proceedings of the 30th Conference of Open Innovations Association FRUCT.
- (2021) Enabling the Digital Thread for Product Aware Human and Robot Collaboration - An Agent-oriented System Architecture. 20th International Conference on Advanced Robotics (ICAR).
- (2021) Using In-Browser Augmented Reality to Promote Knowledge-Based Engineering throughout the Product Life Cycle. Proceedings of the 19th IEEE International Conference on Industrial Informatics (INDIN).
- (2021) Extending design automation by integrating external services for product design. Proceedings of the 19th IEEE International Conference on Industrial Informatics (INDIN).
2020
- (2020) Emotions-aware Digital Twins For Manufacturing. Procedia Manufacturing. vol. 51.
- (2020) Object-oriented approach to product design using extended NX Open API. Procedia Manufacturing. vol. 51.
- (2020) Formalization of engineering knowledge for industrial robots using Knowledge Fusion language. Procedia Manufacturing. vol. 51.
- (2020) Automatic weld path definition in CAD. Procedia Manufacturing. vol. 51.
- (2020) Ontology-based model generation to support customizable KBE frameworks. Procedia Manufacturing. vol. 51.
2019
- (2019) “INSTRUMENTATION ENGINEERING, ELECTRONICS AND TELECOMMUNICATIONS - 2019” Proceedings of the V International Forum (Izhevsk, Russia, November 20-22, 2019) Publishing House. 2019. ISBN 000-000-00000-0-0. Proceedings of the V International Forum (2019).
- (2019) A Unified Ontology Namespace for Enterprise Integration – A Digital Twin Case Study. “INSTRUMENTATION ENGINEERING, ELECTRONICS AND TELECOMMUNICATIONS - 2019” Proceedings of the V International Forum (Izhevsk, Russia, November 20-22, 2019) Publishing House.
- (2019) Towards a Web-Based Framework for Computer-Aided Manufacturing. “INSTRUMENTATION ENGINEERING, ELECTRONICS AND TELECOMMUNICATIONS - 2019” Proceedings of the V International Forum (Izhevsk, Russia, November 20-22, 2019) Publishing House.
- (2019) An Affordable Deep Learning Based Solution to Support Pick and Place Robotic Tasks. “INSTRUMENTATION ENGINEERING, ELECTRONICS AND TELECOMMUNICATIONS - 2019” Proceedings of the V International Forum (Izhevsk, Russia, November 20-22, 2019) Publishing House.