Universidad de Castilla-La Mancha
UCLM is a young university, with a high teaching and research potential. It has four campuses located in four cities: Albacete, Ciudad Real, Cuenca and Toledo. It is a modern, competitive institution, which hosted 27.827 students, 2.558 lecturers and researchers and 1.125 administrative and services staff members during the academic course 2018-2019.
UCLM is a young university, with a high teaching and research potential. It has four campuses located in four cities: Albacete, Ciudad Real, Cuenca and Toledo. It is a modern, competitive institution, which hosted 27.827 students, 2.558 lecturers and researchers and 1.125 administrative and services staff members during the academic course 2018-2019. This implies having a great human capital at the institution, making it a smart option for those who wish to improve their lifelong learning and also for international students who chase their academic, vital or language enrichment.
UCLM integrates 36 academic departments offering 60 degree qualifications, having two peculiar features: a) it is multi-disciplinary, undertaking work in practically all branches of knowledge; and b) its activities are very wide-ranging, embracing the spectrum from basic research to technological development. Moreover, UCLM possesses an important attractiveness for industry since they are able to find opportunities to optimize their Research and Development (R&D) options for the wide research catalogue through their Knowledge and Technology Transfer Office.
Role
Exploitation of project results: Approach for computer vision-based defect detection; Approach for assurance-driven reliability-targeted system modelling. Exploitation objectives: Education of PhD students and of Postdoctoral Fellows; Participation in project proposals that build on UCLM results in iRel40; Inclusion of iRel40-related material in UCLM courses; Agreements with companies for further development and commercialization of UCLM results in iRel40.
Dissemination tools: Preparation of 1-2 journal publications per year and of 3-4 conference/workshop publications; Organization of and attendance to conferences and workshops; Participation in meetings with related projects; Inclusion of iRel40 information in UCLM website and the websites of the involved staff; Presentations at research institutions Standards/Regulations: Contribution to OMG standards for systems modelling, including reliability-focused aspects.
Key contribution
Study of the reliability specifications and requirements necessary for (1) AI & ML-based component defect detection and (2) model-based reliability-oriented system design. Address aspects for (1) AI & ML-based component defect detection in IP-2 and (2) model-based reliability-oriented system design in IP-1.
For IP-1, development of a reliability-oriented approach to digital twins. Integration of AI & ML methods for model-based design for reliability and for assurance & certification of electronic components and systems.
For IP-2, provide training data based on manually classified image data, work on data analysis and feature extraction for image data, and develop AI & ML algorithms that exploit computer vision and ML for defect detection.
Assessment of the reliability of the test vehicles for (1) exploitation of AI & ML techniques for component defect detection and (2) model-based reliability-oriented system modelling.
Universidad de Castilla-La Mancha
Plaza de la Universidad s/n
02071 Albacete
Spain
Phone: +34 967599200
E-Mail: antonio.fdez@uclm.es
www.uclm.es
