Research of Genetic Algorithm Controller Based Fuzzy Neural Network in Vacuum Pre-Cooling Freshness-Keeping Machine
2014 ◽
Vol 926-930
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pp. 3545-3549
Keyword(s):
The control object is the temperature of pre-cooling machine, combined the advantage of neural network and genetic algorithm (GA). Adopting GA controller based fuzzy neural network. The controller doing the fuzzy reasoning to the difference of given temperature and sample temperature. GA does the offline training to the Connection weights and Membership function of fuzzy neural network, then uses BP algorithm to do further adjust online for parameters. Simulation result shows that the new controller achieves better control effect compared with traditional PID controller, fuzzy controller.
2013 ◽
Vol 273
◽
pp. 689-693
2013 ◽
Vol 823
◽
pp. 335-339
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2009 ◽
Vol 223
(8)
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pp. 1033-1043
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Keyword(s):
2021 ◽
Vol 25
(3)
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pp. 310-316
Keyword(s):
2014 ◽
Vol 644-650
◽
pp. 341-345
2003 ◽
Vol 27
(7)
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pp. 1011-1019
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Keyword(s):
2020 ◽
Vol 17
(6)
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pp. 2755-2762