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LAP Lambert Academic Publishing Sensor Validation: Neural Network Estimators Exothermic Reactor

Name: Sensor Validation: Neural Network Estimators Exothermic Reactor
Brand: LAP Lambert Academic Publishing
Price: 47.0 GBP
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Description

The automatic process control has made tremendous advances in last three decades with the advent of computer control of complex processes. However, fault-tolerant control that is a very important task in managing process plants still remains largely a manual activity and a component failure is accommodated for by one or several identical component backups. For sensor failure case, analytical redundancy is often introduced that consists of the use of state estimation schemes capable of replacing a faulty sensor. The estimator is MRAN, the recently developed algorithm for RBF neural networks, has online learning algorithm and can be used for nonlinear time-varying dynamics. This is in comparison with other observers and filters used for low-order LTI systems. The different types of sensor failures that are artificially injected into an exothermic continuous stirred tank reactor (CSTR) with highly nonlinear dynamics are tested and evaluated in the SIMULINK programming environment in the closed loop condition.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 3659140023
Category: Books > Subjects > Business, Finance & Law > Economics
Domain: Amazon UK
Release Date: 27 May 2012
Listed Since: 29 May 2012

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It has never been this cheap. We have no record of a lower price.

LAP Lambert Academic Publishing Sensor Validation: Neural Network Estimators Exothermic Reactor

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Price Distribution

Price Analysis

Description

Product Specifications

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