Structural approach for sensor placement with diagnosability purpose
نویسندگان
چکیده
Maintenance and diagnosis of complex systems are common activities in the industrial world. Technological advances have led to a continuously increasing complexity of industrial systems. This complexity, which is due to an increasing number of components reduces in turn the reliability of plants. Therefore, fault diagnosis is becoming a growing field of interest. But fault diagnosis relies on sensors: efficient fault diagnosis procedures require a relevant sensor placement. This paper presents fundamental results for sensor placement based on diagnosability criteria. These results contribute to the design of sensor placement algorithms, which satisfies diagnosability specifications.
منابع مشابه
Designing a sensor placement for diagnosability using structural properties
Adequate sensor placement is a necessary condition for efficient fault diagnosis systems. Sensor placement for diagnosability consists in studying where to place sensors to satisfy diagnosability specifications. This paper presents a method based on a structural analysis that takes into account diagnosability specifications. It is based on the study of properties of structural matrices and on t...
متن کاملSensor Placement for Fault Diagnosis Performance Maximization under Budgetary Constraints
This paper presents a strategy based on fault diagnosability maximization to optimally locate sensors in complex systems. The goal is to characterize and determine a sensor configuration that guarantees a maximum degree of diagnosability and does not exceed a maximum sensor configuration cost. The strategy is based on the structural system model. Structural analysis is a powerful tool for deali...
متن کاملA Method for Sensor Placement Taking into Account Diagnosability Criteria
This paper presents a new approach to sensor placement based on diagnosability criteria. It is based on the study of structural matrices. Properties of structural matrices regarding detectability, discriminability and diagnosability are established in order to be used by sensor placement methods. The proposed approach manages any number of constraints modelled by linear or nonlinear equations a...
متن کاملSensor Placement for Fault Diagnosis Performance Maximization under Budget Constraints
This paper presents a strategy based on fault diagnosability maximization for optimally locating sensors in Fuel Cell Stack Systems. The goal is to characterize and determine a sensor set that guarantees a maximum degree of diagnosability and does not exceeds a maximum sensor set cost constraint. The strategy is based on the structural model of the system in study. Structural analysis is a powe...
متن کاملDiagnosability-Based Sensor Placement through Structural Model Decomposition
Systems health management, and in particular fault diagnosis, is important for ensuring safe, correct, and efficient operation of complex engineering systems. The performance of an online health monitoring system depends critically on the available sensors of the system. However, the set of selected sensors is subject to many constraints, such as cost and weight, and hence, these sensors must b...
متن کامل