基于改进 BP 算法的烘房系统智能预警
기우개진 BP 산법적홍방계통지능예경
The Intelligent Early Warning Based on Improved BP Algorithm for Drying Room Combustion System
  • 万方数据
    机械设计与制造工程 궤계설계여제조공정
    MACHINE DESIGN AND MANUFACTURING ENGINEERING
    2013年 10期 57-60 ,共4页

    叶永伟%高波

    협영위%고파

    涂装线%智能预警%改进BP算法%烘房燃烧系统 塗裝線%智能預警%改進BP算法%烘房燃燒繫統
    도장선%지능예경%개진BP산법%홍방연소계통
    Coating Line%Intelligent Warning%Improved BP Algorithm%Drying Room Combustion System
    针对汽车涂装线中烘房系统能耗大、参数组合复杂、耦合性强等特点造成的控制困难、精度低等问题，提出了基于改进BP算法的智能预警方法，建立了对应的神经网络模型，通过对烘房实例的仿真分析，证实了该方法具有正确率高以及控制容易等优点。
    침대기차도장선중홍방계통능모대、삼수조합복잡、우합성강등특점조성적공제곤난、정도저등문제，제출료기우개진BP산법적지능예경방법，건립료대응적신경망락모형，통과대홍방실례적방진분석，증실료해방법구유정학솔고이급공제용역등우점。
    The characteristics of the drying room for automobile body coating line are higher energy consumption , parametric complexity , strong coupling .It is difficult and low accurate for this drying system control .In order to solve these problems , it presents the improved BP algorithm .It establishes a corresponding neural network mod-el.The simulation analysis of oven instance shows that the method has the advantages of higher correct rate and easy to be controlled .
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