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Upon violation of this tolerance band, a fault alarm is triggered.
Step 7. Fault can be detected based on the evaluation function, with a fault alarm, once the residual error exceeds the threshold value.
In order to capture the prognostic performance issue in the prognosis problem, we propose two new criteria: (1) all faults can be predicted K steps ahead; and (2) a fault will occur for sure within M steps once a fault alarm is issued; and we refer to (M,K) as the performance bound of the prognostic system.
The collected data are aggregated to a large data platform, which can realize real-time monitoring, perform fault alarm, fault prediction, asset management, intelligent service, auxiliary research, and development, and meet some individual requirements, thereby ultimately creating a more practical value.
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In other words, the sensing data from the end device are directly routed to the MSE subsystem, while the configuration data, such as device fault alarms, are sent to the MDM.
For example, the fault alarms need to be pushed to the services, e.g, via MQ Telemetry Transport MQTTT) and vehicle's diagnostics should be synchronously accessed via RESTful protocols such as Constrained Application Protocol (CoAP) or Simple Measurement and Actuation Profile (sMAP).
A server has to lose at least four points to have their serve broken, but if one of them is a double fault, the alarm bells will always ring the loudest for a potential break of serve.
Some single-fault scenarios producing similar symptoms usually cause false alarms, while fault propagation scenarios produce alarm floods which will overwhelm critical alarms.
Self-* functionalities (e.g., self-configuration, self-healing, self-management) can be designed and implemented over IPv6 permitting the deployment of advanced communication schemes among the sensor networking devices and reducing the administration overhead for handling faults or alarms.
The residuals are then used for the purpose of fault detection and alarm generation.
In the operational stage, the functionality of systems is monitored through three safety tasks: fault detection and diagnosis, alarm annunciation and fault controlling.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com