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xPC環(huán)境下CMAC NN在淀粉生產線液位控制中的應
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of CMAC Controller in Starch Production-line Liquid-level Based on xPC Environment
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    摘要:

    在分析CMAC神經網絡的基礎上,，提出了利用自適應CMAC神經網絡來調節(jié)淀粉生產線中乳液的液位,。通過對淀粉生產線中某一液位回路進行數(shù)學建模，然后對常規(guī)PID和自適應CMAC神經網絡兩種控制器進行了設計與仿真,。仿真結果表明,，自適應CMAC神經網絡在控制效果上明顯優(yōu)于常規(guī)PID,，并且具有很高的魯棒性。在Matlab實時開發(fā)環(huán)境xPC Target下建立了液位實時控制系統(tǒng),，采用快速原型控制方式,，具有系統(tǒng)組建方便、成本低,、開發(fā)周期短等特點,，該系統(tǒng)可實現(xiàn)精確的過程控制。

    Abstract:

    Self-adaptive CMAC NN was used to adjust the liquid-level of the starch production-line after analyzing and comparing the principle of tradition PID and self-adaptive CMAC NN and a mathematical model about one of liquid-level loop of starch production-line was built, then, a controller was designed and simulated. The simulation results showed that self-adaptive CMAC NN is better than tradition PID on the respect of control effect and its robustness is higher than tradition PID. Real-time level process control system was devised on the basis of xPC Target software environment of Matlab. The rapid prototyping control system could be done easily and the investment is cheap. The period of development could be shortened. This system could realize the accuracy process control. 

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沈剛,何景峰,叢大成,白曉東,唐暉,韓俊偉. xPC環(huán)境下CMAC NN在淀粉生產線液位控制中的應[J].農業(yè)機械學報,2009,40(2):142-145. of CMAC Controller in Starch Production-line Liquid-level Based on xPC Environment[J]. Transactions of the Chinese Society for Agricultural Machinery,2009,40(2):142-145.

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