城市建设理论研究（电子版）
城市建設理論研究（電子版）
성시건설이론연구（전자판）
ChengShi Jianshe LiLun Yan Jiu
2014年
19期
414-416
,共3页
连铸%二冷水%遗传算法%BP神经网络%神经元自适应PSD
連鑄%二冷水%遺傳算法%BP神經網絡%神經元自適應PSD
련주%이랭수%유전산법%BP신경망락%신경원자괄응PSD
continuous casting%secondary cooling water%genetic algorithm%BP neural network%neural self-adaptive PSD
基于传统板坯连铸二冷水控制方法，提出用神经元自适应PSD控制器实现对板坯连铸二冷水智能控制，采用遗传算法和BP神经网络相结合的算法（GA-BP）、利用现场数据建立二冷水温度预报模型，并对该控制系统进行了计算机仿真，结果表明系统较好地实现了板坯表面的温度控制，且具有良好的自适应和自学习能力。
基于傳統闆坯連鑄二冷水控製方法，提齣用神經元自適應PSD控製器實現對闆坯連鑄二冷水智能控製，採用遺傳算法和BP神經網絡相結閤的算法（GA-BP）、利用現場數據建立二冷水溫度預報模型，併對該控製繫統進行瞭計算機倣真，結果錶明繫統較好地實現瞭闆坯錶麵的溫度控製，且具有良好的自適應和自學習能力。
기우전통판배련주이랭수공제방법，제출용신경원자괄응PSD공제기실현대판배련주이랭수지능공제，채용유전산법화BP신경망락상결합적산법（GA-BP）、이용현장수거건립이랭수온도예보모형，병대해공제계통진행료계산궤방진，결과표명계통교호지실현료판배표면적온도공제，차구유량호적자괄응화자학습능력。
Based on the conventional slab continuous casting secondary cooling water control method, in this thesis slab continuous casting secondary cooling water control syetem is applied by the single neuron self-adaptive PSD control er. the secondary cooling temperature prediction model is established by the algorithm which combined Genetic Algorithm with improved BP network and the spot data. The control syetem is simulated by computer, The simulation indicates that the system could improve the temperature control precision of the surface of slabs and have the properties of self-learning and self-adaptive.
