Predictive control of a batch polymerization system using a feedforward neural network with online adaptation by genetic algorithm
En esta investigacin̤ se us ̤un controlador predictivo basado en un modelo no lineal empr̕ico que comprende una red neuronal anticipada de tres capas para el control de temperatura del proceso de polimerizacin̤ en suspensin̤. Adems̀ de la tčnica de capacitacin̤ fuera de ln̕ea, tambiň se analiz ̤un...
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| Format: | Book |
| Language: | English |
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| Online Access: | Predictive control of a batch polymerization system using a feedforward neural network with online adaptation by genetic algorithm |
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| 005 | 20201223000000.0 | ||
| 008 | 171028s2017 ck # g## #001 0#eng#d | ||
| 020 | |a 0104-6632 (versin̤ impresa) ; 1678-4383 (versin̤ online) | ||
| 022 | |||
| 040 | |a CO-BoINGC | ||
| 041 | 0 | |a eng | |
| 245 | 1 | 0 | |a Predictive control of a batch polymerization system using a feedforward neural network with online adaptation by genetic algorithm |
| 246 | |a Control predictivo de un sistema de polimerizacin̤ por lotes empleando una red neuronal anticipada con adaptacin̤ en ln̕ea mediante algoritmos genťicos | ||
| 264 | |a Bogot ̀(Colombia) : |b Revista VirtualPRO, |c 2017 | ||
| 520 | 3 | |a En esta investigacin̤ se us ̤un controlador predictivo basado en un modelo no lineal empr̕ico que comprende una red neuronal anticipada de tres capas para el control de temperatura del proceso de polimerizacin̤ en suspensin̤. Adems̀ de la tčnica de capacitacin̤ fuera de ln̕ea, tambiň se analiz ̤un algoritmo para la adaptacin̤ en ln̕ea de sus parm̀etros. Para dicha capacitacin̤, se entren ̤la red de manera estt̀ica y la tčnica de algoritmo genťico se emple ̤en combinacin̤ con el mťodo de mn̕imos cuadrados. | |
| 650 | \ | \ | |a Control automt̀ico |
| 650 | \ | \ | |a Control de procesos industriales |
| 650 | \ | \ | |a Control del proceso |
| 650 | \ | \ | |a Temperatura |
| 650 | \ | \ | |a Automatic control |
| 650 | \ | \ | |a Industrial process control |
| 650 | \ | \ | |
| 650 | \ | \ | |a Temperature |
| 650 | \ | \ | |a Control predictivo por modelo |
| 650 | \ | \ | |a Red neuronal |
| 650 | \ | \ | |a Algoritmo genťico |
| 650 | \ | \ | |a Adaptacin̤ en ln̕ea |
| 650 | \ | \ | |a Polimerizacin̤ por suspensin̤ |
| 650 | \ | \ | |a Predictive control by model |
| 650 | \ | \ | |a Neural network |
| 650 | \ | \ | |a Genetic algorithm |
| 650 | \ | \ | |a Online adaptation |
| 650 | \ | \ | |a Suspension polymerization |
| 700 | \ | \ | |a Cancelier A. |
| 700 | \ | \ | |a Claumann C. A. |
| 700 | \ | \ | |a Bolzan A. |
| 700 | \ | \ | |a F. Machado R. A. |
| 700 | \ | \ | |a Associaȯ̂ Brasileira de Engenharia Qum̕ica |
| 856 | |z Predictive control of a batch polymerization system using a feedforward neural network with online adaptation by genetic algorithm |u https://virtualpro.unach.elogim.com/biblioteca/control-predictivo-de-un-sistema-de-polimerizacion-por-lotes-empleando-una-red-neuronal-anticipada-con-adaptacion-en-linea-mediante-algoritmos-geneticos | ||