X International Summer School on Fault Diagnosis of Complex Systems
Organized by the Spanish Thematic Network on
Supervision and Diagnosis of Complex Systems
Presentation
The International Summer School on Fault Diagnosis of Complex Systems is a biennial event promoted by the Spanish Network on Supervision and Diagnosis of Complex Systems that aims to promote the research on this challenging field and provoke the interaction among research groups and practitioners in Spain and abroad. The school is organized as an intensive one-week course.
Attendance
Expected attendants are PhD and master students interested in fault detection, diagnosis and prognostics topics, and practitioners involved in monitoring and supervision projects.
When
The 10th edition of this successful and already established event will take place between the 1st and 5th of July 2024 in the University of Valladolid, Spain.
Where
The teaching will take place at the Escuela de Ingeniería Informática building, in the Miguel Delibes Campus. Valladolid. Spain
Local Organizing Committee
Belarmino Pulido (Departamento de Informática, Universidad de Valladolid)
Anibal Bregon (Departamento de Informática, Universidad de Valladolid)
Academic Staff
C. Alonso-González (U. Valladolid), J. Armengol (U. Girona), A. Bregon (U. Valladolid), M.J. de la Fuente (U. Valladolid), R. M. Gasca (U. Sevilla), M. Teresa Gomez (U. Sevilla), J. Melendez (U. Girona), V. Puig (UPC), B. Pulido (U. Valladolid).
Special Guests
Erik Frisk (Linköping University, Sweden)
Louise Travé-Massuyès (LAAS-CNRS, France)
Gautam Biswas (Vanderbilt University, USA)
Schedule
*
Program
T1. INTRODUCTION. FUNDAMENTAL CONCEPTS
T1.1 Definitions: fault, failure, detection, diagnosis, reliability…
T1.2 Foundations for fault detection and diagnosis in FDI and DX: detectability, observability, diagnosability…
T2. THE FDI APPROACH
T2.1. Structural analysis and analytical redundancy.
T2.2. Model-based detection methods: parameter estimation, parity equations, state observers for linear and non-linear models.
T2.3. Fault detection: residual evaluation by consistency tests, and envelope generators.
T2.4. Fault isolation: structured and directional residuals.
T3. THE DX APPROACH
T3.1 Model-based diagnosis from AI Community. Consistency-based diagnosis, CBD: Theoretical (Reiter’s ) approach.
T3.2 GDE: the computational approach to CBD.
T3.3 Computational alternatives to GDE. Diagnosing multiple faults.
T3.4 Constraint-driven fault diagnosis.
T4. BRIDGE: INTEGRATION OF FDI AND DX APPROACHES
T4.1 Theoretical links and comparison.
T4.2 Practical comparison and potential synergies.
T5. DIAGNOSING BUSINESS PROCESSES
T5.1 Introduction to Business Processes
T5.2 Diagnosis in the Business Process lifecycle
T5.3 Self-adaptative Business Processes
T5.4 Challenges and applications
T6. SOFTWARE DIAGNOSIS
T6.1 Introduction
T6.2 Software Testing
T6.3 Software Debugging
T6.4 Software Configuration Diagnosis
T7. STATISTICAL APPROACHES TO FAULT DIAGNOSIS
T7.1. Fault diagnosis using statistical methods.
T8. MACHINE LEARNING MODELS FOR PROGNOSTICS AND CONDITION BASED MAINTENANCE
T8.1 Introduction to prognostics
T8.2 Statistical background: survival analysis and reliability
T8.3 Machine learning models for prognostics
T8.4 Application
T9. INTRODUCTION TO DEEP REINFORCEMENT LEARNING
Venue
The teaching will take place at the Escuela de Ingenieria Informática de Valladolid (Valladolid Informatics Engineering School), in the Valladolid Campus Miguel Delibes. It can be easily accessed by car, but preferred transportation is by bus (line 8 – last stop).
http://www.auvasa.es/auv_linea.asp?lin=8
Escuela de Ingeniería Informática within Campus Miguel Delibes:
Registration
Registration fees include attendance of the course, lunch (not dinner) from Monday to Friday and coffee-breaks:
- Early registration: before June, 21st: 500 euro (extended)
- Late registration: from May, 16th: 750 euro
Please visit our registration site at the Fundacion Universidad de Valladolid:
https://funge.uva.es/area-formacion/fault-diagnosis-of-complex-systems/
University of Valladolid students will benefit from a reduced fee in both cases.
Accommodation
The registration fee does not include accomodation. The organizers will not manage accommodation for the Summer School but there are several Residence Halls in the Universidad de Valladolid where you can find accommodation within the city historial center: https://reyescatolicos.uva.es/
(please contact belar@infor.uva.es or anibal@infor.uva.es for further information)
Organizers
In collaboration with
