As mentioned in the introduction, in order to achieve the intelligent fault detection
and diagnosis of BW, a scheme is proposed that extract the normal data and detect the fault data using clustering algorithm at the same time, and then identify the fault pattern by the classification of the detected fault data, as shown in Fig.
The way in which the system is modelled (using the general fault detection
processes) and/or are trained will determine the nature of the specific fault detection
models, and whether they detect faulty or normal operation in general or die existence of one or more specific faults.
FDD#1: MODEL-FREE FAULT DETECTION
WITH DIAGNOSIS TABLE
For the purposes of fault detection
in HVAC systems, DBNs offer a number of further improvements over standard Bayesian networks - such as relaxing some of the feedback restrictions typical of the standard directed acyclic graphs used for Bayesian networks.
Built upon Brooks' SenseDecideRespond(TM) real-time architecture, the Brooks fault detection
solution applies statistical process control methodology to key process parameters, enabling the system to detect early warning indicators and issue alarms as necessary.
Our goal is to dominate the advanced process control (APC) segment of the semiconductor industry with the market-leading equipment health monitoring and advanced fault detection
SIA's products and services provide unique, real time, automatic fault detection
, classification, identification and correction capabilities.
is a leader in semiconductor equipment health monitoring and advanced fault detection
Equipped with on-board fault detection
circuitry, the MC642 monitors and controls brushless DC fans of any current or voltage.
ARINC chose to deploy Dataprobe's K-16 Series switching solutions in the core of the network to provide remote management capabilities, automated fault detection
and reliable switchover of communication circuits and equipment in order to create a fault-tolerant system.
VSE: TNT; OTC Bulletin Board: TNTTF) reports that its ModelWareR/T(TM) fault detection
solution for semiconductor manufacturers was highlighted at SEMI/Sematech's recent AEC/APC Symposium XI in papers presented by both Advanced Micro Devices (NYSE: AMD) and Applied Materials (Nasdaq: AMAT).
the premier supplier of real-time fault detection
and classification (FDC) software for semiconductor manufacturing, today announced Imprint MX3, a powerful, new version of its knowledge-based system for FDC with expanded advanced process control (APC) applications.
have placed orders totaling $3 million for ModelWare/RT, Triant's state-of-the-art equipment health monitoring and fault detection
Duration ensures less than five minutes downtime a year for process management and job scheduling services and functions within XC environments through its automatic fault detection
and recovery capability.
1 featuring remote fault detection
and baselining capabilities for faster, more efficient delivery of network performance information for network operators and service providers.