International audienceThis paper deals with the diagnostic of functional failure of Cyber- Physical Systems (CPS). Due to the increasing complexity of these systems with heterogeneous technologies, development of more elaborate diagnostic and maintenance techniques are required. An approach is proposed to develop a start-up tests to check the state of health of CPS. We have developed a modeling methodology for CPS based on the Fault detection and isolation models (FDI) combined with finite timed automaton. The proposed method uses supervised learning supplemented by the knowledge of some temporal parameters of the systems. The different steps of our approach are illustrated on the example of a telepresence robot named “RobAIR”
In this paper we demonstrate the online applicability of the fault detection and diagnosis approach ...
Cyber-physical systems embed software into the physical world. They appear in a wide range of applic...
Typically, emerging system failures have a strong impact on the performance of industrial systems as...
International audienceThis paper deals with the diagnostic of functional failure of Cyber- Physical ...
International audienceThis paper proposes a new method of fault diagnosis of cyber-physical systems ...
A novel modelling paradigm for online diagnostics and prognostics for autonomous systems is presente...
Golombek R, Wrede S, Hanheide M, Heckmann M. Learning a Probabilistic Error Detection Model for Robo...
In order to address the problem of failure detection in the robotics domain, we present in this cont...
Cyber-physical systems (CPSs) have sophisticated control mechanisms that help achieve optimal system...
International audienceThis article proposes a new approach for the analysis of functional failure id...
Prognostic Health Management (PHM) is a maintenance policy aimed at predicting the occurrence of a f...
International audienceWith the explosion of new technologies, a new type of systems has been designe...
Autonomous systems are usually equipped with sensors to sense the surrounding environment. The senso...
Control software of autonomous mobile robots comprises a number of software modules that typically i...
To achieve robust autonomy, robots must avoid getting stuck in states from which they cannot recover...
In this paper we demonstrate the online applicability of the fault detection and diagnosis approach ...
Cyber-physical systems embed software into the physical world. They appear in a wide range of applic...
Typically, emerging system failures have a strong impact on the performance of industrial systems as...
International audienceThis paper deals with the diagnostic of functional failure of Cyber- Physical ...
International audienceThis paper proposes a new method of fault diagnosis of cyber-physical systems ...
A novel modelling paradigm for online diagnostics and prognostics for autonomous systems is presente...
Golombek R, Wrede S, Hanheide M, Heckmann M. Learning a Probabilistic Error Detection Model for Robo...
In order to address the problem of failure detection in the robotics domain, we present in this cont...
Cyber-physical systems (CPSs) have sophisticated control mechanisms that help achieve optimal system...
International audienceThis article proposes a new approach for the analysis of functional failure id...
Prognostic Health Management (PHM) is a maintenance policy aimed at predicting the occurrence of a f...
International audienceWith the explosion of new technologies, a new type of systems has been designe...
Autonomous systems are usually equipped with sensors to sense the surrounding environment. The senso...
Control software of autonomous mobile robots comprises a number of software modules that typically i...
To achieve robust autonomy, robots must avoid getting stuck in states from which they cannot recover...
In this paper we demonstrate the online applicability of the fault detection and diagnosis approach ...
Cyber-physical systems embed software into the physical world. They appear in a wide range of applic...
Typically, emerging system failures have a strong impact on the performance of industrial systems as...