Member of Academia Europa (MAE), Distinguished Fellow of the International Institute of Acoustics and Vibration (IIAV), Fellow of The International Society for Condition Monitoring (ISCM), Fellow of the Asia-Pacific Artificial Intelligence Association (AAIA), Member of Agder Academy of Science and Letters
Speech Title: Intelligent Soft Sensing and Prediction for Industrial Applications
Abstract: In this talk, we explore innovative methodologies for efficient and cost-effective process optimization in industrial applications. Soft sensing refers to approximating hard-to-measure variables using easy-to-measure ones under the constraint of the current instant, whereas prediction extends the focus to future horizons. The presentation highlights several novel soft sensing and prediction frameworks developed for two specific case studies: industrial aluminum electrolysis and undermining systems. These frameworks leverage semi-supervised and self-supervised learning to address few-shot labeled sample scenarios while maintaining performance integrity. Furthermore, a unified prediction and control framework is proposed, enabling full-scale AI-based applications for these industries. The talk concludes with key insights and future directions.
Biography: Hamid Reza Karimi is Professor of Applied Mechanics with the Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy and the Honorary Visiting Professor within the School of Computing & Engineering at the University of Huddersfield, UK. Prof. Karimi’s original research and development achievements span a broad spectrum within the topic of automation/control systems, and intelligence systems with applications to complex systems such as wind turbines, vehicles, robotics and mechatronics. Prof. Karimi is an ordinary Member of Academia Europa (MAE), Honorary Academic Member of National Academy of Sciences of Bolivia, Distinguished Fellow of the International Institute of Acoustics and Vibration (IIAV), Fellow of The International Society for Condition Monitoring (ISCM), Fellow of the Asia-Pacific Artificial Intelligence Association (AAIA), Member of Agder Academy of Science and Letters and also a member of the IFAC Technical Committee on Mechatronic Systems, the IFAC Technical Committee on Robust Control, the IFAC Technical Committee on Automotive Control as well as member of the board of Directors of The International Institute of Acoustics and Vibration (IIAV). Prof. Karimi is the recipient of the 2021 BINDT CM Innovation Award, the Web of Science Highly Cited Researcher in Engineering, the 2020 IEEE Transactions on Circuits and Systems Guillemin-Cauer Best Paper Award, August-Wilhelm-Scheer Visiting Professorship Award, JSPS (Japan Society for the Promotion of Science) Research Award, and Alexander-von-Humboldt-Stiftung research Award, for instance. Prof. Karimi is currently the Editor-in-Chief of the Journal of Cyber-Physical Systems, Subject Editor, Technical Editor or Associate Editor for some international journals and Book Series Editor for Springer, CRC Press and Elsevier. He has also participated as General Chair, keynote/plenary speaker, distinguished speaker or program chair for several international conferences in the areas of Control Systems, Robotics and Mechatronics.
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Serra Húnter Fellow
Bio: Dr. Bruno Domenech is Associate Professor at the Department of Management of the Technical University of Catalonia (UPC). His research, within the framework of the Institute of Industrial and Control Engineering (IOC) and the research group on Design and Optimisation of Processes and Services (DOPS), focuses on the application of quantitative methods to solve industrial problems with an applied, social and sustainable approach. In particular, his main research areas are: energy planning and production management. He has participated in several European, Spanish and local research projects, and he is (co)author of more than 50 publications, including books, book chapters and JCR papers.
Bio:
Joanna Kwiecień - a Professor at AGH University of Krakow. She received her PhD
degree in Automatics and Robotics, and DSc degree at AGH-UST in
2004, and 2019, respectively. She is a specialist on methods and
algorithms of artificial intelligence (mainly swarm intelligence),
which have many applications in robotics (e.g. path planning, swarm
robotics). Her interests include also modeling and optimization of
real systems, discrete optimization, and decision making. She is the
author and co-author of over 50 national and international research
papers. She has been a reviewer for several international
conferences and journals, such as: IEEE Transactions on Industrial
Informatics, Expert Systems with Applications, Swarm and
Evolutionary Computation. She has been involved in research projects
as one of the contractors - most of them has been funded by The
National Centre for Research and Development (NCBR).
Speech Title: Validation and Verification of Autonomous Vehicles: Landscape, Challenges and an Open-Source Validation Platform, PolyVerif
Bio: Dr. M. Ilhan Akbas, associate professor at the Electrical Engineering and Computer Science Department, co-director of WIDE Lab, and a member of the leadership team of the Center for Aerospace Resilient Systems (CARS) at Embry-Riddle Aeronautical University (ERAU), has over 20 years of experience in the complex systems, modeling and simulation, and validation & verification. He was a founding member of the Advanced Mobility Institute at Florida Polytechnic University before joining ERAU. He also has more than eight years of defense industry and enterprise level software development experience. Dr. Akbas and his research group's research has been supported through grants from agencies such as National Science Foundation, Federal Aviation Administration, Office of Naval Research, as well as industry. He is a member of IEEE, ACM, AIAA, SAE, International Alliance for Mobility Testing and Standardization, Complex Systems Society and Cyber Safety Commercial Aviation Team.
Speech Title: Design and Analysis of Efficient Desert straw checkerboard Laying Machine Based on PLC Automatic Control Technology
Bio: Qingshan Wu, Associate Professor,A teacher of Xi'an Technology and Business College, representative of the 17th National People's Congress of Xi 'an Gaoling District, special supervisor of Gaoling District Supervision Committee, Special Commissioner of Science and Technology Department of Shaanxi Province, member of IEEE (ICMEE, ICMERR, RAAI) Professional Committee, member of the Expert Database of Undergraduate and Graduate Education dissertation Sampling Review of the Ministry of Education of China. Xi 'an Gaoling District Luyuan Middle School vice principal of science and technology. Main research directions: Mechanical design and theory, 3D CAD/CAM digital design and analysis, mathematical algorithms and agricultural machinery, innovation and entrepreneurship education.
In recent years, He have hosted or participated in 9 provincial and school-level educational reform projects and scientific research fund projects. He have published 16 papers (including 3 papers indexed by EI and Scopus; 1 paper indexed by the prestigious Chinese academic journal), applied for 11 patents and software copyrights. He have guided 11 student projects to apply for the "Student Innovation and Entrepreneurship Training Program of Shaanxi Provincial Education Department," 11 of which were approved at the provincial level and 3 at the national level. He have guided students to participate in national competitions such as the 3D Digital Design Competition, the National Mechanical Innovation Design Competition, and the China "Internet Plus" University Student Innovation and Entrepreneurship Competition, winning over 20 national first, second, and third prizes and over 70 provincial prizes.
He has received numerous honorary titles, including "Outstanding Worker of Shaanxi Education Department" and "Advanced Individual of the Ministry of Education's Graduate Employment Association.", a teacher at the School of Mechanical and Electrical Engineering, is a representative of the 17th People's Congress of Gaoliang District, Xi'an City, a special monitor for the Gaoliang District Supervisory Commission, a science and technology special envoy of the Shaanxi Science and Technology Department, a member of the EI paper review expert panel of the IEEE (ICMEE, ICMERR, RAAI), a member of the Evaluation Expert Panel for Bachelor's and Master's Degree Education Graduation Theses of the Ministry of Education, and the vice principal for science and technology of Luyuan Middle School in Gaoliang District, Xi'an City.
In recent years, he has served as the principal investigator or co-investigator for one key project of Shaanxi Province's educational reform and three provincial research projects, as well as six projects funded by the Gaoliang District President's Research Fund. He has published 16 academic papers, including three papers indexed by EI and Scopus and one paper indexed by CSSCI. He has also filed for nine patents. He has guided 11 students to apply for the Shaanxi Education Department's "College Student Innovation and Entrepreneurship Training Plan Project," with eight projects approved at the provincial level and three at the national level. He has guided students to win more than 20 national first, second, and third prizes in various science and technology competitions, including the 3D Digital Design Competition, the National Mechanical Innovation Design Competition, and the China "Internet Plus" College Student Innovation and Entrepreneurship Competition. They have also won more than 70 provincial prizes.
Wu has received numerous honorary titles, including "Outstanding Worker of Shaanxi Education Department" and "Advanced Individual of the Ministry of Education's Graduate Employment Association."